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ORCIDAlfredo Cuzzocrea
Person information
- affiliation: University of Calabria, IDEA Lab, Cosenza, Italy
- affiliation: University of Paris City, LIPADE, Paris, France
- affiliation (former): University of Lorraine, LORIA, Nancy, France
- affiliation (former): University of Trieste, Trieste, Italy
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2020 – today
- 2024
[j95]Andrea Cartolano, Alfredo Cuzzocrea
, Giovanni Pilato:
Analyzing and assessing explainable AI models for smart agriculture environments. Multim. Tools Appl. 83(12): 37225-37246 (2024)- 2023
- [j94]Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo:
A deep-learning approach to game bot identification via behavioural features analysis in complex massively-cooperative environments. Int. J. Data Min. Model. Manag. 15(1): 1-29 (2023) - [j93]Alfredo Cuzzocrea:
A Reference Architecture for Supporting Multidimensional Big Data Analytics over Big Web Knowledge Bases: Definitions, Implementation, Case Studies. Int. J. Semantic Comput. 17(4): 545-568 (2023) - [j92]Alfredo Cuzzocrea, Alessia Fantini, Giovanni Pilato:
Enhanced Emotion Detection and Analysis in Human-Robot Interactions: An Innovative Model and Its Experimental Validation. J. Vis. Lang. Comput. 2023(1): 41-52 (2023) - [j91]Alfredo Cuzzocrea, Carmine Gallo, Enzo Mumolo, Kristijan Lenac:
An Innovative Framework for Supporting Big Moving Objects Tracking, Analysis and Mining Effectively and Efficiently. J. Data Intell. 4(1&2): 149-164 (2023) - [j90]Alfredo Cuzzocrea, Enzo Mumolo, Islam Belmerabet, Abderraouf Hafsaoui:
An Artificial Intelligence Framework for Supporting Coarse-Grained Workload Classification in Complex Virtual Environments. TFSS 2(2): 155-183 (2023) - [c511]Anifat M. Olawoyin, Carson K. Leung, Connor C. J. Hryhoruk, Alfredo Cuzzocrea:
Big Data Management for Machine Learning from Big Data. AINA (1) 2023: 393-405 - [c510]Alfredo Cuzzocrea, Mojtaba Hajian:
Effective and Efficient Big OLAP Data Cube Compression in Mobile Cloud Environments: The IQTS Algorithm. IEEE Big Data 2023: 5187-5196 - [c509]Alfredo Cuzzocrea, Geertruida H. de Bock, Willemijn J. Maas, Selim Soufargi:
F-TBDA: A Frequency-Based Temporal Big Data Analytics Technique for Mining and Analyzing Quality-Of-Life Indicators of Cancer Patients. IEEE Big Data 2023: 5197-5205 - [c508]Alfredo Cuzzocrea, Abderraouf Hafsaoui, Carson K. Leung:
Machine-Learning-Based Multidimensional Big Data Analytics over Clouds via Multi-Columnar Big OLAP Data Cube Compression. IEEE Big Data 2023: 5206-5212 - [c507]Sabrina Ichou, Slimane Hammoudi, Alfredo Cuzzocrea, Abdelkrim Meziane, Amel Benna:
Towards Big Data Analytics over Mobile User Data using Machine Learning. IEEE Big Data 2023: 5365-5371 - [c506]Mst. Shapna Akter, Juanjose Rodriguez-Cardenas, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu:
Quantum Cryptography for Enhanced Network Security: A Comprehensive Survey of Research, Developments, and Future Directions. IEEE Big Data 2023: 5408-5417 - [c505]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu, Juanjose Rodriguez-Cardenas:
A Trustable LSTM-Autoencoder Network for Cyberbullying Detection on Social Media Using Synthetic Data. IEEE Big Data 2023: 5418-5427 - [c504]Muneeba Asif, Mohammad Ashiqur Rahman, Kemal Akkaya, Hossain Shahriar, Alfredo Cuzzocrea:
Adversarial Data-Augmented Resilient Intrusion Detection System for Unmanned Aerial Vehicles. IEEE Big Data 2023: 5428-5437 - [c503]Giuseppe Cascavilla, Alfredo Cuzzocrea, Daniel De Pascale, Mandana Omidbakhsh, Damian A. Tamburri:
BigData Fusion for Trajectory Prediction of Multi-Sensor Surveillance Information Systems. IEEE Big Data 2023: 5466-5475 - [c502]Alfredo Cuzzocrea:
Big OLAP Data Cube Compression Algorithms in Column-Oriented Cloud/Edge Data Infrastructures. BigMM 2023: 1-2 - [c501]Mst. Shapna Akter, Hossain Shahriar, Juan Rodriguez Cardenas, Sheikh Iqbal Ahamed, Alfredo Cuzzocrea:
Feature Engineering-Based Detection of Buffer Overflow Vulnerability in Source Code Using Neural Networks. COMPSAC 2023: 765-776 - [c500]Alfredo Cuzzocrea, Qudrat E. Alahy Ratul, Islam Belmerabet, Edoardo Serra:
An AI Framework for Modelling and Evaluating Attribution Methods in Enhanced Machine Learning Interpretability. COMPSAC 2023: 1030-1036 - [c499]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea:
Autism Disease Detection Using Transfer Learning Techniques: Performance Comparison Between Central Processing Unit vs Graphics Processing Unit Functions for Neural Networks. COMPSAC 2023: 1084-1092 - [c498]Anifat M. Olawoyin, Carson K. Leung, Alfredo Cuzzocrea:
Evolution of Big Data Models from Hierarchical Models to Knowledge Graphs. COMPSAC 2023: 1325-1330 - [c497]Anifat M. Olawoyin, Carson K. Leung, Alfredo Cuzzocrea:
Privacy Preservation of Big Spatio-Temporal Co-occurrence Data. COMPSAC 2023: 1331-1336 - [c496]Alfredo Cuzzocrea, Moushumi Sharmin, Yuuichi Teranishi, Dave Towey:
IEEE COMPSAC 2023 - Resilient Computing and Computing for Resilience in a Sustainable Cyber-Physical World: Summary and Future Research Directions. COMPSAC 2023: xlix-l - [c495]Alfredo Cuzzocrea, Pau Figuera, Mojtaba Hajian, Pablo García Bringas:
A Theoretical Framework for Supporting Clustering Validation via Non-Negative-Matrix-Factorization Trace Sequences Over Probabilistic Spaces. DASC/PiCom/CBDCom/CyberSciTech 2023: 1080-1087 - [c494]Alfredo Cuzzocrea, Selim Soufargi:
QFLS: A Cloud-Based Framework for Supporting Big Healthcare Data Management and Analytics from Big Data Lakes: Definitions, Requirements, Models and Techniques. DATA 2023: 422-428 - [c493]Alfredo Cuzzocrea, Selim Soufargi:
Supporting Big Healthcare Data Management and Analytics: The Cloud-Based QFLS Framework. DaWaK 2023: 372-379 - [c492]Alfredo Cuzzocrea, Luigi Canadè, Giulia Fornari, Vittorio Gatto, Abderraouf Hafsaoui:
Effective and Efficient Heuristic Algorithms for Supporting Optimal Location of Hubs over Networks with Demand Uncertainty. DEXA (1) 2023: 84-98 - [c491]Debashish Roy, Chen (Cherie) Ding, Alfredo Cuzzocrea, Islam Belmerabet:
A Machine-Learning Framework for Supporting Content Recommendation via User Feedback Data and Content Profiles in Content Managements Systems. DEXA (2) 2023: 445-450 - [c490]Alessia Fantini, Antonino Asta, Alfredo Cuzzocrea, Giovanni Pilato:
Building and Assessing an Italian Textual Dataset for Emotion Recognition in Human-Robot Interactions. DMSVIVA 2023: 65-73 - [c489]Alfredo Cuzzocrea:
Advanced Machine Learning Structures over Big Data Repositories: Definitions, Models, Properties, Algorithms. FSDM 2023: 1-10 - [c488]Pau Figuera, Alfredo Cuzzocrea, Pablo García Bringas:
Probability Density Function for Clustering Validation. HAIS 2023: 133-144 - [c487]Antonino Asta, Alfredo Cuzzocrea, Alessia Fantini, Giovanni Pilato, Pablo García Bringas:
Supporting Emotion Recognition in Human-Robot Interactions: An Experimental Italian Textual Dataset. HAIS 2023: 483-494 - [c486]Alfredo Cuzzocrea, Luigi Canadè, Riccardo Nicolicchia, Luca Roldo:
A Machine Learning Methodology for Optimal Big Data Processing in Advanced Smart City Environments. ICCSA (1) 2023: 713-730 - [c485]Justin Carpenter, Janet Layne, Edoardo Serra, Alfredo Cuzzocrea, Carmine Gallo:
Structural Node Representation Learning for Detecting Botnet Nodes. ICCSA (1) 2023: 731-743 - [c484]Alfredo Cuzzocrea, Luigi Canadè:
A Multidimensional-Paradigm-Centered Architecture for Cooperative Digital Ecosystems. ICEIS (1) 2023: 130-137 - [c483]Hadjer Khider, Slimane Hammoudi, Abdelkrim Meziane, Alfredo Cuzzocrea:
BPM in the Era of Industry 4.0: A Bibliometric Analysis. ICEIS (2) 2023: 651-659 - [c482]Alfredo Cuzzocrea, Luigi Canadè, Riccardo Nicolicchia, Luca Roldo:
Optimal Location of Charging Stations for Electric Vehicles: A Theoretically-Sound Heuristic Model. SAC 2023: 437-440 - [c481]Alfredo Cuzzocrea, Miguel Quebrado, Abderraouf Hafsaoui, Edoardo Serra:
A Graph-Representation-Learning Framework for Supporting Android Malware Identification and Polymorphic Evolution. SDS 2023: 34-41 - [c480]Alfredo Cuzzocrea, Qudrat E. Alahy Ratul, Islam Belmerabet, Edoardo Serra:
Attribution Methods Assessment for Interpretable Machine Learning. SEBD 2023: 65-75 - [c479]Emrul Hasan, Chen Ding, Alfredo Cuzzocrea, Islam Belmerabet:
An Innovative Framework for Supporting Multi-Criteria Ratings and Reviews over Big Textual Data. SEBD 2023: 76-87 - [c478]Alfredo Cuzzocrea, Miguel Quebrado, Abderraouf Hafsaoui, Edoardo Serra:
Graph Representation Learning for Complex Security Problems. SEBD 2023: 279-290 - [c477]Alfredo Cuzzocrea:
Privacy-Preserving OLAP via Modeling and Analysis of Query Workloads: Innovative Theories and Theorems. SSDBM 2023: 6:1-6:12 - [e52]Jingrui He, Themis Palpanas, Xiaohua Hu, Alfredo Cuzzocrea, Dejing Dou, Dominik Slezak, Wei Wang, Aleksandra Gruca, Jerry Chun-Wei Lin, Rakesh Agrawal:
IEEE International Conference on Big Data, BigData 2023, Sorrento, Italy, December 15-18, 2023. IEEE 2023, ISBN 979-8-3503-2445-7 [contents] - [e51]Hossain Shahriar, Yuuichi Teranishi, Alfredo Cuzzocrea, Moushumi Sharmin, Dave Towey, A. K. M. Jahangir Alam Majumder, Hiroki Kashiwazaki, Ji-Jiang Yang, Michiharu Takemoto, Nazmus Sakib, Ryohei Banno, Sheikh Iqbal Ahamed:
47th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2023, Torino, Italy, June 26-30, 2023. IEEE 2023, ISBN 979-8-3503-2697-0 [contents] - [e50]Alfredo Cuzzocrea, Oleg Gusikhin, Slimane Hammoudi, Christoph Quix:
Data Management Technologies and Applications - 10th International Conference, DATA 2021, Virtual Event, July 6-8, 2021, and 11th International Conference, DATA 2022, Lisbon, Portugal, July 11-13, 2022, Revised Selected Papers. Communications in Computer and Information Science 1860, Springer 2023, ISBN 978-3-031-37889-8 [contents] - [e49]Oleg Gusikhin, Slimane Hammoudi, Alfredo Cuzzocrea:
Proceedings of the 12th International Conference on Data Science, Technology and Applications, DATA 2023, Rome, Italy, July 11-13, 2023. SCITEPRESS 2023, ISBN 978-989-758-664-4 [contents] - [i11]Mst. Shapna Akter, Hossain Shahriar, Nova Ahmed, Alfredo Cuzzocrea:
Deep Learning Approach for Classifying the Aggressive Comments on Social Media: Machine Translated Data Vs Real Life Data. CoRR abs/2303.07484 (2023) - [i10]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Nova Ahmed, Carson K. Leung:
Handwritten Word Recognition using Deep Learning Approach: A Novel Way of Generating Handwritten Words. CoRR abs/2303.07514 (2023) - [i9]Mst. Shapna Akter, Hossain Shahriar, Sweta Sneha, Alfredo Cuzzocrea:
Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network. CoRR abs/2303.07520 (2023) - [i8]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea:
Autism Disease Detection Using Transfer Learning Techniques: Performance Comparison Between Central Processing Unit vs Graphics Processing Unit Functions for Neural Networks. CoRR abs/2306.00283 (2023) - [i7]Mst. Shapna Akter, Hossain Shahriar, Juan Rodriguez Cardenas, Sheikh Iqbal Ahamed, Alfredo Cuzzocrea:
Feature Engineering-Based Detection of Buffer Overflow Vulnerability in Source Code Using Neural Networks. CoRR abs/2306.07981 (2023) - [i6]Mst. Shapna Akter, Md. Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Akond Rahman, Fan Wu, Alfredo Cuzzocrea:
Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms. CoRR abs/2306.08060 (2023) - [i5]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea:
A Trustable LSTM-Autoencoder Network for Cyberbullying Detection on Social Media Using Synthetic Data. CoRR abs/2308.09722 (2023) - 2022
- [j89]Alfredo Cuzzocrea, Panagiotis Karras, Akrivi Vlachou:
Effective and efficient skyline query processing over attribute-order-preserving-free encrypted data in cloud-enabled databases. Future Gener. Comput. Syst. 126: 237-251 (2022) - [j88]Alfredo Cuzzocrea, Filippo Furfaro, Domenico Saccà:
Towards a Grid-Based Framework for Supporting Range Aggregate Queries Over Big Sensor Network Readings: Overview, Management, and Applications. Int. J. Distributed Syst. Technol. 13(1): 1-20 (2022) - [j87]Alfredo Cuzzocrea, Edoardo Fadda, Enzo Mumolo:
Cyber-attack detection via non-linear prediction of IP addresses: an innovative big data analytics approach. Multim. Tools Appl. 81(1): 171-189 (2022) - [j86]Antonio Coronato, Alfredo Cuzzocrea:
An Innovative Risk Assessment Methodology for Medical Information Systems. IEEE Trans. Knowl. Data Eng. 34(7): 3095-3110 (2022) - [c476]Bamibo C. Isichei, Carson K. Leung, Lam Thu Nguyen, Luke B. Morrow, Anh Tuan Ngo, Trang Doan Pham, Alfredo Cuzzocrea:
Sports Data Management, Mining, and Visualization. AINA (2) 2022: 141-153 - [c475]Mst. Shapna Akter, Hossain Shahriar, Sweta Sneha, Alfredo Cuzzocrea:
Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network. IEEE Big Data 2022: 5404-5413 - [c474]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Nova Ahmed, Carson K. Leung:
Handwritten Word Recognition using Deep Learning Approach: A Novel Way of Generating Handwritten Words. IEEE Big Data 2022: 5414-5423 - [c473]Brian Daley, Qudrat E. Alahy Ratul, Edoardo Serra, Alfredo Cuzzocrea:
GAPS: Generality and Precision with Shapley Attribution. IEEE Big Data 2022: 5444-5450 - [c472]Jagan Mohan Reddy, Abhishek Attuluri, Abhinay Kolli, Nazmus Sakib, Hossain Shahriar, Alfredo Cuzzocrea:
A Crowd Source System for YouTube Big Data Analytics: Unpacking Values from Data Sprawl. IEEE Big Data 2022: 5451-5457 - [c471]Emrul Hasan, Chen Ding, Alfredo Cuzzocrea:
Multi-criteria Rating and Review based Recommendation Model. IEEE Big Data 2022: 5494-5503 - [c470]Mohammad Masum, Nafisa Anjum, Md. Jobair Hossain Faruk, Hossain Shahriar, Nazmus Sakib, Maria Valero, Mohammed Karim, Akond Rahman, Fan Wu, Alfredo Cuzzocrea:
A Novel Machine Learning Based Framework for Bridge Condition Analysis. IEEE Big Data 2022: 5530-5535 - [c469]Mst. Shapna Akter, Md. Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Nazmus Sakib, Akond Rahman, Fan Wu, Alfredo Cuzzocrea:
Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms. IEEE Big Data 2022: 5639-5645 - [c468]Mst. Shapna Akter, Hossain Shahriar, Nova Ahmed, Alfredo Cuzzocrea:
Deep Learning Approach for Classifying the Aggressive Comments on Social Media: Machine Translated Data Vs Real Life Data. IEEE Big Data 2022: 5646-5655 - [c467]Giuseppe Cascavilla, Reinier Zwart, Damian A. Tamburri, Alfredo Cuzzocrea:
Explaining IoT Attacks: An Effective and Efficient Semi-Supervised Learning Framework. IEEE Big Data 2022: 5662-5671 - [c466]Md. Jobair Hossain Faruk, Hossain Shahriar, Kai Qian, Dan Lo, Michael E. Whitman, Alfredo Cuzzocrea, Fan Wu, Victor Clincy:
Authentic Learning of Machine Learning in Cybersecurity with Portable Hands-on Labware: Neural Network Algorithms for Network Denial of Service (DOS) Detection. IEEE Big Data 2022: 5715-5720 - [c465]Sabrina Ichou, Slimane Hammoudi, Amel Benna, Abdelkrim Meziane, Alfredo Cuzzocrea:
Privacy and Security of Mobile Users in Smart Cities: A Reference Architecture. IEEE Big Data 2022: 5741-5746 - [c464]Bishal Lakha, Sara Lilly Mount, Edoardo Serra, Alfredo Cuzzocrea:
Anomaly Detection in Cybersecurity Events Through Graph Neural Network and Transformer Based Model: A Case Study with BETH Dataset. IEEE Big Data 2022: 5756-5764 - [c463]Alfredo Cuzzocrea:
Multidimensional Big Data Analytics over Big Web Knowledge Bases: Models, Issues, Research Trends, and a Reference Architecture. BigMM 2022: 1-6 - [c462]Andrea Cartolano, Alfredo Cuzzocrea, Giovanni Pilato, Giorgio Mario Grasso:
Explainable AI at Work! What Can It Do for Smart Agriculture? BigMM 2022: 87-93 - [c461]Alfredo Cuzzocrea, Majid Abbasi Sisara, Carmine Gallo:
Experimental Analysis and Verification of a Multi-modal-Biometrics Identity Verification Framework Based on the Dempster-Shafer Theory. CISIS 2022: 118-129 - [c460]Alfredo Cuzzocrea, Hiroki Kashiwazaki, Dave Towey, Ji-Jiang Yang:
IEEE COMPSAC 2022 Co-Located Workshops Summary. COMPSAC 2022: 1-3 - [c459]Adam B. Bouttell, Sijin Lee, Carson K. Leung, Martin J. Levesque, Seunggon Son, Weihong Zhang, Alfredo Cuzzocrea:
Predictive Analytics for Supporting Environmental Sustainability and Disaster Management. COMPSAC 2022: 1256-1261 - [c458]Kyle R. Boch, Freyja C. Kristjanson, Carson K. Leung, Yu Liu, Andrea M. Unrau, Shuai April Zhang, Alfredo Cuzzocrea:
Mining Popular Topics from the Media. COMPSAC 2022: 1262-1267 - [c457]Jagan Moahan Reddy Danda, Kumar Priyansh, Hossain Shahriar, Hisham Haddad, Alfredo Cuzzocrea, Nazmus Sakib:
Predicting Mortality Rate based on Comprehensive Features of Intensive Care Unit Patients. COMPSAC 2022: 1402-1407 - [c456]Alfredo Cuzzocrea, Carson K. Leung, Mojtaba Hajian, Marshall D. Jackson:
Effectively and Efficiently Supporting Predictive Big Data Analytics over Open Big Data in the Transportation Sector: A Bayesian Network Framework. DASC/PiCom/CBDCom/CyberSciTech 2022: 1-8 - [c455]Alfredo Cuzzocrea, Carson K. Leung, Selim Soufargi, Carmine Gallo, Siyuan Shang, Yubo Chen:
OLAP over Big COVID-19 Data: A Real-Life Case Study. DASC/PiCom/CBDCom/CyberSciTech 2022: 1-6 - [c454]Alfredo Cuzzocrea:
BigMDHealth: Supporting Multidimensional Big Data Management and Analytics over Big Healthcare Data via Effective and Efficient Multidimensional Aggregate Queries over Key-Value Stores. DaSET 2022: 187-194 - [c453]Paul O. Brown, Meng Ching Chiang, Shiqing Guo, Yingzi Jin, Carson K. Leung, Evan L. Murray, Adam G. M. Pazdor, Alfredo Cuzzocrea:
Mahalanobis Distance Based K-Means Clustering. DaWaK 2022: 256-262 - [c452]Alfredo Cuzzocrea, Giovanni Pilato, Andrea Cartolano:
eXplainable AI for Smart Agriculture. DMSVIVA 2022: 69-76 - [c451]Matthew Kwiatkowski, Benjamin J. Zacharias, Carson K. Leung, PokYee Joey Tsu, Joshua M. Thomas, Michael Kolisnyk, Alfredo Cuzzocrea:
A Fuzzy-Logic Based Multi-Dimensional Analysis of Traffic Incident Data. FUZZ-IEEE 2022: 1-8 - [c450]Nguyen Duy Thong Jase Tran, Carson K. Leung, Tanisha Turner, S. Tommy Wu, Nurida Karimbaeva, Juhee Kim, Alfredo Cuzzocrea:
Transportation Analytics with Fuzzy Logic and Regression. FUZZ-IEEE 2022: 1-8 - [c449]Alfredo Cuzzocrea, Pablo García Bringas:
CORE-BCD-mAI: A Composite Framework for Representing, Querying, and Analyzing Big Clinical Data by Means of Multidimensional AI Tools. HAIS 2022: 175-185 - [c448]Pau Figuera, Alfredo Cuzzocrea, Pablo García Bringas:
Generalized Fisher Kernel with Bregman Divergence. HAIS 2022: 186-194 - [c447]Alfredo Cuzzocrea, Edoardo Fadda, Emilio Leonardi:
Effective and Efficient Heuristic Approaches for Solving the Capacitated P-Median Clustering Problem. ICCBDC 2022: 12-18 - [c446]Alessandro Baldo, Alfredo Cuzzocrea, Edoardo Fadda:
Towards a Bayesian-Neural-Networks Framework for Scaling Posterior Distributions over Different-Curation Datasets. ICCBDC 2022: 71-77 - [c445]Alfredo Cuzzocrea, Majid Abbasi Sisara, Carson K. Leung, Yan Wen, Fan Jiang:
Effectively and Efficiently Supporting Visual Big Data Analytics over Big Sequential Data: An Innovative Data Science Approach. ICCSA (2) 2022: 113-125 - [c444]Alfredo Cuzzocrea:
Scalable Joins over Big Data Streams: Actual and Future Research Trends. ICDM (Workshops) 2022: 1016-1019 - [c443]Alfredo Cuzzocrea, Edoardo Fadda:
Virus Spread Modeling and Simulation: A Behavioral Parameters Approach and Its Application to Covid-19. ICEIS (1) 2022: 187-193 - [c442]Alfredo Cuzzocrea:
Compressing Big OLAP Data Cubes in Big Data Analytics Systems: New Paradigms and Future Research Perspectives. ICSBT 2022: 7 - [c441]Alfredo Cuzzocrea:
Compressing Big OLAP Data Cubes in Big Data Analytics Systems: New Paradigms, a Reference Architecture, and Future Research Perspectives. ICSBT/SECRYPT (Revised Selected Papers) 2022: 156-175 - [c440]Alfredo Cuzzocrea, Carson K. Leung, Selim Soufargi, Anifat M. Olawoyin:
The Emerging Challenges of Big Data Lakes, and a Real-Life Framework for Representing, Managing and Supporting Machine Learning on Big Arctic Data. INCoS 2022: 161-174 - [c439]Alfredo Cuzzocrea, Selim Soufargi, Alessandro Baldo, Edoardo Fadda:
Scaling Posterior Distributions over Differently-Curated Datasets: A Bayesian-Neural-Networks Methodology. ISMIS 2022: 198-208 - [c438]Alfredo Cuzzocrea, Majid Abbasi Sisara, Kristijan Lenac, Enzo Mumolo:
Supporting Big Moving Objects Tracking and Analysis: An Innovative Scan-Matching Algorithm. SEBD 2022: 404-414 - [c437]Alfredo Cuzzocrea, Christophe Cerisara, Mojtaba Hajian:
Risk Analysis for Unsupervised Privacy-Preserving Tools. SEBD 2022: 601-609 - [e48]Hong Va Leong, Sahra Sedigh Sarvestani, Yuuichi Teranishi, Alfredo Cuzzocrea, Hiroki Kashiwazaki, Dave Towey, Ji-Jiang Yang, Hossain Shahriar:
46th IEEE Annual Computers, Software, and Applications Conferenc, COMPSAC 2022, Los Alamitos, CA, USA, June 27 - July 1, 2022. IEEE 2022, ISBN 978-1-6654-8810-5 [contents] - [e47]Alfredo Cuzzocrea, Oleg Gusikhin, Wil M. P. van der Aalst, Slimane Hammoudi:
Proceedings of the 11th International Conference on Data Science, Technology and Applications, DATA 2022, Lisbon, Portugal, July 11-13, 2022. SCITEPRESS 2022, ISBN 978-989-758-583-8 [contents] - [e46]Christine Strauss, Alfredo Cuzzocrea, Gabriele Kotsis, A Min Tjoa, Ismail Khalil:
Database and Expert Systems Applications - 33rd International Conference, DEXA 2022, Vienna, Austria, August 22-24, 2022, Proceedings, Part I. Lecture Notes in Computer Science 13426, Springer 2022, ISBN 978-3-031-12422-8 [contents] - [e45]Christine Strauss, Alfredo Cuzzocrea, Gabriele Kotsis, A Min Tjoa, Ismail Khalil:
Database and Expert Systems Applications - 33rd International Conference, DEXA 2022, Vienna, Austria, August 22-24, 2022, Proceedings, Part II. Lecture Notes in Computer Science 13427, Springer 2022, ISBN 978-3-031-12425-9 [contents] - [i4]Md. Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Farhat Lamia Barsha, Shahriar Sobhan, Md Abdullah Khan, Michael E. Whitman, Alfredo Cuzzocrea, Dan Chia-Tien Lo, Akond Rahman, Fan Wu:
Malware Detection and Prevention using Artificial Intelligence Techniques. CoRR abs/2206.12770 (2022) - [i3]Ryan Shivers, Mohammad Ashiqur Rahman, Md. Jobair Hossain Faruk, Hossain Shahriar, Alfredo Cuzzocrea, Victor Clincy:
Ride-Hailing for Autonomous Vehicles: Hyperledger Fabric-Based Secure and Decentralize Blockchain Platform. CoRR abs/2207.03525 (2022) - [i2]Mohammad Masum, Hossain Shahriar, Hisham Haddad, Md. Jobair Hossain Faruk, Maria Valero, Md Abdullah Khan, Mohammad Ashiqur Rahman, Muhaiminul I. Adnan, Alfredo Cuzzocrea:
Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection. CoRR abs/2207.09902 (2022) - 2021
- [j85]Kristijan Lenac, Alfredo Cuzzocrea, Enzo Mumolo:
A Novel Genetic Scan-Matching-Based Registration Algorithm for Supporting Moving Objects Tracking Effectively and Efficiently. IEEE Access 9: 91741-91753 (2021) - [j84]Claudio Demartini, Leila De Floriani, Ji-Jiang Yang, Alfredo Cuzzocrea, Hossain Shahriar, Sorel Reisman, Mohammad Zulkernine:
IEEE COMPSAC 2022. Computer 54(12): 27 (2021) - [j83]Alfredo Cuzzocrea, Giovanni Pilato:
A composite framework for supporting user emotion detection based on intelligent taxonomy handling. Log. J. IGPL 29(2): 207-219 (2021) - [j82]Alfredo Cuzzocrea, Carson K. Leung, S. Sourav, Bryan H. Wodi:
An Effective and Efficient Framework for Fast Privacy-Preserving Keyword Search on Encrypted Outsourced Cloud Data. J. Ubiquitous Syst. Pervasive Networks 15(2): 43-53 (2021) - [j81]Alfredo Cuzzocrea, Luca Camilotti, Enzo Mumolo:
Ceiling-Vision-Based Mobile Object Self-Localization: A Composite Framework. J. Vis. Lang. Comput. 2021(2): 1-9 (2021) - [j80]Alfredo Cuzzocrea, Giosuè Lo Bosco, Mariano Maiorana, Giovanni Pilato, Daniele Schicchi:
Supporting Emotion Automatic Detection and Analysis over Real-Life Text Corpora via Deep Learning: Model, Methodology and Framework. J. Vis. Lang. Comput. 2021(2): 33-38 (2021) - [j79]Teresa Alcamo, Alfredo Cuzzocrea, Giovanni Pilato, Daniele Schicchi:
Sentiment Mining and Analysis over Text Corpora via Complex Deep Learning Neural Architectures. J. Data Intell. 2(4): 448-461 (2021) - [c436]Isabelle M. Anderson-Grégoire, Kaitlyn A. Horner, Carson K. Leung, Delica S. Leboe-McGowan, Anifat M. Olawoyin, Beni Reydman, Alfredo Cuzzocrea:
A Big Data Science Solution for Analytics on Moving Objects. AINA (2) 2021: 133-145 - [c435]Alfredo Cuzzocrea, Luca Camilotti, Enzo Mumolo:
An Innovative Monocular Mobile Object Self-localization Approach Based on Ceiling Vision. AINA (1) 2021: 713-730 - [c434]Sara R. Marceglia, Vania Manzelli, Pierluigi D'Antrassi, Alfredo Cuzzocrea, Annamaria Caruso, Marco Prenassi, Chiara Savino, Maria Teresa De Pippo, Stefano Lenzi, Roberta Ferrucci, Costanza Conti, Giulia Candiani, Francesca Memini, Elda Judica, Massimo Corbo, Marianna Masiero, Gabriella Pravettoni:
PainRE-Life: A FHIR Based HUB for the management and support of patients with chronic pain. AMIA 2021 - [c433]Michele Coscia, Alfredo Cuzzocrea, Kai Shu:
Advances in Social Network Analysis and Mining in the Big Data Era: Overview of the IEEE/ACM ASONAM 2021 International Conference. ASONAM 2021: xi-xii - [c432]Alfredo Cuzzocrea:
Big Data Lakes: Models, Frameworks, and Techniques. BigComp 2021: 1-4 - [c431]Alfredo Cuzzocrea, Ernesto Damiani:
Privacy-Preserving Big Data Exchange: Models, Issues, Future Research Directions. IEEE BigData 2021: 5081-5084 - [c430]Brian Daley, Edoardo Serra, Alfredo Cuzzocrea:
Identifying Malicious Users in the Offshore Leaks Networks via Structural Node Representation Learning. IEEE BigData 2021: 5095-5101 - [c429]Anifat M. Olawoyin, Carson K. Leung, Alfredo Cuzzocrea:
Open Data Lake to Support Machine Learning on Arctic Big Data. IEEE BigData 2021: 5215-5224 - [c428]Qudrat E. Alahy Ratul, Edoardo Serra, Alfredo Cuzzocrea:
Evaluating Attribution Methods in Machine Learning Interpretability. IEEE BigData 2021: 5239-5245 - [c427]Justin Carpenter, Janet Layne, Edoardo Serra, Alfredo Cuzzocrea:
Detecting Botnet Nodes via Structural Node Representation Learning. IEEE BigData 2021: 5357-5364 - [c426]Christophe Cerisara, Alfredo Cuzzocrea:
Unsupervised Risk for Privacy. IEEE BigData 2021: 5365-5368 - [c425]Md. Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Farhat Lamia Barsha, Shahriar Sobhan, Md Abdullah Khan, Michael E. Whitman, Alfredo Cuzzocrea, Dan C. Lo, Akond Rahman, Fan Wu:
Malware Detection and Prevention using Artificial Intelligence Techniques. IEEE BigData 2021: 5369-5377 - [c424]Mohammad Masum, Hossain Shahriar, Hisham Haddad, Md. Jobair Hossain Faruk, Maria Valero, Md Abdullah Khan, Mohammad Ashiqur Rahman, Muhaiminul I. Adnan, Alfredo Cuzzocrea, Fan Wu:
Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection. IEEE BigData 2021: 5413-5419 - [c423]Anifat M. Olawoyin, Carson K. Leung, Alfredo Cuzzocrea:
Privacy-Preserving Publishing and Visualization of Spatial-Temporal Information. IEEE BigData 2021: 5420-5429 - [c422]Miguel Quebrado, Edoardo Serra, Alfredo Cuzzocrea:
Android Malware Identification and Polymorphic Evolution Via Graph Representation Learning. IEEE BigData 2021: 5441-5449 - [c421]Ryan Shivers, Mohammad Ashiqur Rahman, Md. Jobair Hossain Faruk, Hossain Shahriar, Alfredo Cuzzocrea, Victor Clincy:
Ride-Hailing for Autonomous Vehicles: Hyperledger Fabric-Based Secure and Decentralize Blockchain Platform. IEEE BigData 2021: 5450-5459 - [c420]Wesley Fitters, Alfredo Cuzzocrea, Marwan Hassani:
Enhancing LSTM Prediction of Vehicle Traffic Flow Data via Outlier Correlations. COMPSAC 2021: 210-217 - [c419]Marshall D. Jackson, Carson K. Leung, M. Diarra B. Mbacke, Alfredo Cuzzocrea:
A Bayesian Framework for Supporting Predictive Analytics over Big Transportation Data. COMPSAC 2021: 332-337 - [c418]Antonio Coronato, Alfredo Cuzzocrea:
A Markovian Probabilistic Model for Risk Analysis and Forecasting in Big Healthcare Data Settings. COMPSAC 2021: 652-662 - [c417]Tianlei Wang, James D. Harvey, Carson K. Leung, Adam G. M. Pazdor, Animesh Singh Chauhan, Lihe Fan, Alfredo Cuzzocrea:
Distributed Big Data Computing for Supporting Predictive Analytics of Service Requests. COMPSAC 2021: 1723-1728 - [c416]Alfredo Cuzzocrea, Kristijan Lenac, Enzo Mumolo:
Enhancing Scan Matching Algorithms via Genetic Programming for Supporting Big Moving Objects Tracking and Analysis in Emerging Environments. DEXA (1) 2021: 348-360 - [c415]Alfredo Cuzzocrea, Giosuè Lo Bosco, Mariano Maiorana, Giovanni Pilato, Daniele Schicchi:
Towards A Deep-Learning-Based Methodology for Supporting Satire Detection (S). DMSVIVA 2021: 92-96 - [c414]Alfredo Cuzzocrea, Luca Camilotti, Enzo Mumolo:
A Novel Framework for Supporting Mobile Object Self-Localization via Emerging Artificial Intelligence Tools. DMSVIVA 2021: 97-103 - [c413]Animesh Singh Chauhan, Alfredo Cuzzocrea, Lihe Fan, James D. Harvey, Carson K. Leung, Adam G. M. Pazdor, Tianlei Wang:
Predictive Big Data Analytics for Service Requests: A Framework. EUSPN/ICTH 2021: 102-111 - [c412]Alfredo Cuzzocrea, Carson K. Leung, Anifat M. Olawoyin, Edoardo Fadda:
Supporting Privacy-Preserving Big Data Analytics on Temporal Open Big Data. EUSPN/ICTH 2021: 112-121 - [c411]Gabriella Casalino, Alfredo Cuzzocrea, Giosuè Lo Bosco, Mariano Maiorana, Giovanni Pilato, Daniele Schicchi:
A Novel Approach for Supporting Italian Satire Detection Through Deep Learning. FQAS 2021: 170-181 - [c410]José Gaviria de la Puerta, Iker Pastor-López, Javier Salcedo-Hernández, Alberto Tellaeche, Borja Sanz, Hugo Sanjurjo-González, Alfredo Cuzzocrea, Pablo García Bringas:
Content-Based Authorship Identification for Short Texts in Social Media Networks. HAIS 2021: 27-37 - [c409]Alessandro Baldo, Alfredo Cuzzocrea, Edoardo Fadda, Pablo García Bringas:
Financial Forecasting via Deep-Learning and Machine-Learning Tools over Two-Dimensional Objects Transformed from Time Series. HAIS 2021: 550-563 - [c408]Alfredo Cuzzocrea, Paolo Ciancarini:
SeDaSOMA: A Framework for Supporting Serendipitous, Data-As-A-Service-Oriented, Open Big Data Management and Analytics. ICCBDC 2021: 1-7 - [c407]Alfredo Cuzzocrea, Edoardo Fadda, Alessandro Baldo:
Lyapunov Central Limit Theorem: Theoretical Properties and Applications in Big-Data-Populated Smart City Settings. ICCBDC 2021: 34-38 - [c406]Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli:
A Framework for Supporting Ransomware Detection and Prevention Based on Hybrid Analysis. ICCSA (3) 2021: 16-27 - [c405]Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli:
A Neural-Network-Based Framework for Supporting Driver Classification and Analysis. ICCSA (3) 2021: 28-39 - [c404]Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli:
A Machine-Learning-Based Framework for Supporting Malware Detection and Analysis. ICCSA (3) 2021: 353-365 - [c403]Alfredo Cuzzocrea, Edoardo Fadda:
Adaptive Complex Data-Intensive Web Systems via Object-oriented Paradigms: A Real-life Case Study. ICEIS (2) 2021: 565-572 - [c402]Alfredo Cuzzocrea, Enzo Mumolo:
Dempster-Shafer-Based Fusion of Multi-Modal Biometrics for Supporting Identity Verification Effectively and Efficiently. ICHMS 2021: 1-8 - [c401]Carson K. Leung, Yan Wen, Chenru Zhao, Hao Zheng, Fan Jiang, Alfredo Cuzzocrea:
A Visual Data Science Solution for Visualization and Visual Analytics of Big Sequential Data. IV 2021: 229-234 - [c400]Alfredo Cuzzocrea, Enzo Mumolo, Edoardo Fadda, Selim Soufargi, Carson K. Leung:
Non-Linear Analytic Prediction of IP Addresses for Supporting Cyber Attack Detection and Analysis. SEBD 2021: 13-23 - [c399]Alfredo Cuzzocrea, Ernesto Damiani, Hamda Al-Ali, Rabeb Mizouni, Ghalia Tello, Edoardo Fadda:
From Low-Level-Event-Logs to High-Level-Business-Process-Model-Activities: An Advanced Framework based on Machine Learning and Flexible BPMN Model Translation. SEBD 2021: 94-104 - [c398]Edoardo Serra, Mikel Joaristi, Alfredo Cuzzocrea, Selim Soufargi, Carson K. Leung:
An Effective and Efficient Graph Representation Learning Approach for Big Graphs. SEBD 2021: 140-149 - [c397]Alfredo Cuzzocrea:
Innovative Paradigms for Supporting Privacy-Preserving Multidimensional Big Healthcare Data Management and Analytics: The Case of the EU H2020 QUALITOP Research Project. SWH@ISWC 2021: 1-7 - [c396]Alfredo Cuzzocrea:
Scalable Query Processing and Query Engines over Cloud Databases: Models, Paradigms, Techniques, Future Challenges. SSDBM 2021: 272-275 - [c395]Alfredo Cuzzocrea:
Temporal Big Data Analytics: New Frontiers for Big Data Analytics Research (Panel Description). TIME 2021: 4:1-4:7 - [e44]Michele Coscia, Alfredo Cuzzocrea, Kai Shu, Ralf Klamma, Sharyn O'Halloran, Jon G. Rokne:
ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8 - 11, 2021. ACM 2021, ISBN 978-1-4503-9128-3 [contents] - [e43]Yixin Chen, Heiko Ludwig, Yicheng Tu, Usama M. Fayyad, Xingquan Zhu, Xiaohua Hu, Suren Byna, Xiong Liu, Jianping Zhang, Shirui Pan, Vagelis Papalexakis, Jianwu Wang, Alfredo Cuzzocrea, Carlos Ordonez:
2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021. IEEE 2021, ISBN 978-1-6654-3902-2 [contents] - 2020
- [j78]Alfredo Cuzzocrea, Enzo Mumolo, Giorgio Mario Grasso:
An Effective and Efficient Genetic-Fuzzy Algorithm for Supporting Advanced Human-Machine Interfaces in Big Data Settings. Algorithms 13(1): 13 (2020) - [j77]Rocco Langone, Alfredo Cuzzocrea, Nikolaos Skantzos:
Interpretable Anomaly Prediction: Predicting anomalous behavior in industry 4.0 settings via regularized logistic regression tools. Data Knowl. Eng. 130: 101850 (2020) - [j76]Alfredo Cuzzocrea, Timos Sellis:
Extending Big Data Management via Semantics: Recent Innovations. Inf. Syst. 88 (2020) - [j75]Agnese Augello, Angelo Ciulla, Alfredo Cuzzocrea, Salvatore Gaglio, Giovanni Pilato, Filippo Vella:
An Innovative System for Supporting Acquisition and Reproduction of Gestures in Storytelling Humanoid Robots. J. Vis. Lang. Comput. 2020(1): 17-26 (2020) - [j74]Alfredo Cuzzocrea, Enzo Mumolo:
An Effective and Efficient Machine-Learning-Based Framework for Supporting Event Detection and Analysis in Complex Environments. J. Vis. Lang. Comput. 2020(1): 37-45 (2020) - [j73]Hamda Al-Ali, Alfredo Cuzzocrea, Ernesto Damiani, Rabeb Mizouni, Ghalia Tello:
A composite machine-learning-based framework for supporting low-level event logs to high-level business process model activities mappings enhanced by flexible BPMN model translation. Soft Comput. 24(10): 7557-7578 (2020) - [j72]Alfredo Cuzzocrea, Giovanni Pilato:
An innovative user-attentive framework for supporting real-time detection and mining of streaming microblog posts. Soft Comput. 24(13): 9663-9682 (2020) - [j71]Alfredo Cuzzocrea, Nickerson Ferreira, Pedro Furtado:
A rewrite/merge approach for supporting real-time data warehousing via lightweight data integration. J. Supercomput. 76(5): 3898-3922 (2020) - [c394]Joglas Souza, Carson K. Leung, Alfredo Cuzzocrea:
An Innovative Big Data Predictive Analytics Framework over Hybrid Big Data Sources with an Application for Disease Analytics. AINA 2020: 669-680 - [c393]Rocco Langone, Alfredo Cuzzocrea, Nikolaos Skantzos:
A Flexible and Interpretable Framework for Predicting Anomalous Behavior in Industry 4.0 Environments. AINA 2020: 693-702 - [c392]Mohammad Masum, Hossain Shahriar, Hisham M. Haddad, Sheikh Iqbal Ahamed, Sweta Sneha, Mohammad Ashiqur Rahman, Alfredo Cuzzocrea:
Actionable Knowledge Extraction Framework for COVID-19. IEEE BigData 2020: 4036-4041 - [c391]Anifat M. Olawoyin, Carson K. Leung, Alfredo Cuzzocrea:
Preserving Privacy of Temporal Big Data. IEEE BigData 2020: 4042-4051 - [c390]Oxana Korzh, Ashish Sharma, Mikel Joaristi, Edoardo Serra, Alfredo Cuzzocrea:
An Innovative Framework for Supporting Remote Sensing in Image Processing Systems via Deep Transfer Learning. IEEE BigData 2020: 5098-5107 - [c389]Carson K. Leung, Yubo Chen, Calvin S. H. Hoi, Siyuan Shang, Alfredo Cuzzocrea:
Machine Learning and OLAP on Big COVID-19 Data. IEEE BigData 2020: 5118-5127 - [c388]Arjun Pandya, Oluwatobiloba Odunsi, Chen Liu, Alfredo Cuzzocrea, Jianwu Wang:
Adaptive and Efficient Streaming Time Series Forecasting with Lambda Architecture and Spark. IEEE BigData 2020: 5182-5190 - [c387]Edoardo Serra, Mikel Joaristi, Alfredo Cuzzocrea:
Large-scale Sparse Structural Node Representation. IEEE BigData 2020: 5247-5253 - [c386]Alfredo Cuzzocrea, Vincenzo De Maio, Edoardo Fadda:
Experimenting and Assessing a Distributed Privacy-Preserving OLAP over Big Data Framework: Principles, Practice, and Experiences. COMPSAC 2020: 1344-1350 - [c385]Alfredo Cuzzocrea:
Advanced, Privacy-Preserving and Approximate Big Data Management and Analytics in Distributed Environments: What is Now and What is Next. COMPSAC 2020: 1564-1568 - [c384]Enzo Mumolo, Edoardo Fadda, Marco Tessarotto, Alfredo Cuzzocrea:
Supporting Cyber Attack Detection via Non-Linear Analytic Prediction of IP Addresses: A Big Data Analytics Technique. DMSVIVA 2020: 28-33 - [c383]Alfredo Cuzzocrea, Giovanni Pilato:
Towards an Intelligent System for Supporting Gesture Acquisition and Reproduction in Humanoid Robots (S). DMSVIVA 2020: 82-86 - [c382]Alfredo Cuzzocrea, Carson K. Leung, Deyu Deng, Jiaxing Jason Mai, Fan Jiang, Edoardo Fadda:
A Combined Deep-Learning and Transfer-Learning Approach for Supporting Social Influence Prediction. EUSPN/ICTH 2020: 170-177 - [c381]Alfredo Cuzzocrea, Carson K. Leung, Bryan H. Wodi, S. Sourav, Edoardo Fadda:
An Effective and Efficient Technique for Supporting Privacy-Preserving Keyword-Based Search over Encrypted Data in Clouds. EUSPN/ICTH 2020: 509-515 - [c380]Carson K. Leung, Jonathan D. Elias, Shael M. Minuk, A. Roy R. de Jesus, Alfredo Cuzzocrea:
An Innovative Fuzzy Logic-Based Machine Learning Algorithm for Supporting Predictive Analytics on Big Transportation Data. FUZZ-IEEE 2020: 1-8 - [c379]Alfredo Cuzzocrea:
Uncertainty and Imprecision in Big Data Management: Models, Issues, Paradigms, and Future Research Directions. ICCBDC 2020: 6-9 - [c378]Alfredo Cuzzocrea:
OLAPing Big Social Data: Multidimensional Big Data Analytics over Big Social Data Repositories. ICCBDC 2020: 15-19 - [c377]Agnese Augello, Angelo Ciulla, Alfredo Cuzzocrea, Salvatore Gaglio, Giovanni Pilato, Filippo Vella:
A Kinect-Based Gesture Acquisition and Reproduction System for Humanoid Robots. ICCSA (1) 2020: 967-977 - [c376]Alfredo Cuzzocrea, Enzo Mumolo, Edoardo Fadda, Marco Tessarotto:
A Novel Big Data Analytics Approach for Supporting Cyber Attack Detection via Non-linear Analytic Prediction of IP Addresses. ICCSA (1) 2020: 978-991 - [c375]Milos Ajcevic, Aleksandar Miladinovic, Giulia Silveri, Giovanni Furlanis, Tommaso Cillotto, Alex Buoite Stella, Paola Caruso, Maja Ukmar, Marcello Naccarato, Alfredo Cuzzocrea, Paolo Manganotti, Agostino Accardo:
A Big-Data Variational Bayesian Framework for Supporting the Prediction of Functional Outcomes in Wake-Up Stroke Patients. ICCSA (1) 2020: 992-1002 - [c374]Giuseppe Di Fatta, Victor S. Sheng, Alfredo Cuzzocrea:
The IEEE ICDM 2020 Workshops. ICDM (Workshops) 2020: 26-29 - [c373]Alfredo Cuzzocrea:
Scalable Distributed Pivot Analysis over Massive Big Data: Models, Paradigms, New Advancements. ICDM (Workshops) 2020: 696-700 - [c372]Alfredo Cuzzocrea, Carlo Zaniolo:
Message from the ICDM 2020 General Chairs. ICDM (Workshops) 2020: xxi - [c371]Carson K. Leung, Daryl L. X. Fung, Saad B. Mushtaq, Owen T. Leduchowski, Robert Luc Bouchard, Hui Jin, Alfredo Cuzzocrea, Christine Y. Zhang:
Data science for healthcare predictive analytics. IDEAS 2020: 8:1-8:10 - [c370]Teresa Alcamo, Alfredo Cuzzocrea, Giosuè Lo Bosco, Giovanni Pilato, Daniele Schicchi:
Analysis and Comparison of Deep Learning Networks for Supporting Sentiment Mining in Text Corpora. iiWAS 2020: 91-96 - [c369]Carson K. Leung, Yubo Chen, Calvin S. H. Hoi, Siyuan Shang, Yan Wen, Alfredo Cuzzocrea:
Big Data Visualization and Visual Analytics of COVID-19 Data. IV 2020: 415-420 - [c368]Carlos Ordonez, Zhibo Chen, Alfredo Cuzzocrea, Javier García-García:
An Intelligent Visual Big Data Analytics Framework for Supporting Interactive Exploration and Visualization of Big OLAP Cubes. IV 2020: 421-427 - [c367]Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli:
A Deep-Learning-Based Framework for Supporting Analysis and Detection of Attacks on CAN Buses. KES 2020: 2999-3008 - [c366]Paul Patrick F. Balbin, Jackson C. R. Barker, Carson K. Leung, Marvin Tran, Riley P. Wall, Alfredo Cuzzocrea:
Predictive analytics on open big data for supporting smart transportation services. KES 2020: 3009-3018 - [c365]Alfredo Cuzzocrea:
SPPOLAP: Computing Privacy-Preserving OLAP Data Cubes Effectively and Efficiently Algorithms, Complexity Analysis and Experimental Evaluation. KES 2020: 3831-3842 - [c364]Alfredo Cuzzocrea, Edoardo Fadda:
Data-Intensive Object-Oriented Adaptive Web Systems: Implementing and Experimenting the OO-XAHM Framework. MEDES 2020: 115-123 - [c363]Alfredo Cuzzocrea, Giovanni Pilato, Edoardo Fadda:
User Emotion Detection via Taxonomy Management: An Innovative System. SEBD 2020: 334-342 - [c362]Alfredo Cuzzocrea:
Multidimensional Clustering over Big Data: Models, Issues, Analysis, Emerging Trends. SSDBM 2020: 32:1-32:6 - [e42]Wookey Lee, Luonan Chen, Yang-Sae Moon, Julien Bourgeois, Mehdi Bennis, Yu-Feng Li, Young-Guk Ha, Hyuk-Yoon Kwon, Alfredo Cuzzocrea:
2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020, Busan, Korea (South), February 19-22, 2020. IEEE 2020, ISBN 978-1-7281-6034-4 [contents] - [e41]Claudia Plant, Haixun Wang, Alfredo Cuzzocrea, Carlo Zaniolo, Xindong Wu:
20th IEEE International Conference on Data Mining, ICDM 2020, Sorrento, Italy, November 17-20, 2020. IEEE 2020, ISBN 978-1-7281-8316-9 [contents] - [e40]Giuseppe Di Fatta, Victor S. Sheng, Alfredo Cuzzocrea, Carlo Zaniolo, Xindong Wu:
20th International Conference on Data Mining Workshops, ICDM Workshops 2020, Sorrento, Italy, November 17-20, 2020. IEEE 2020, ISBN 978-1-7281-9012-9 [contents] - [e39]Ebad Banissi, Farzad Khosrow-shahi, Anna Ursyn, Mark W. McK. Bannatyne, João Moura Pires, Nuno Datia, Kawa Nazemi, Boris Kovalerchuk, John Counsell, Andrew Agapiou, Zora Vrcelj, Hing-Wah Chau, Mengbi Li, Gehan Nagy, Richard Laing, Rita Francese, Muhammad Sarfraz, Fatma Bouali, Gilles Venturini, Marjan Trutschl, Urska Cvek, Heimo Müller, Minoru Nakayama, Marco Temperini, Tania Di Mascio, Filippo Sciarrone, Veronica Rossano, Ralf Dörner, Loredana Caruccio, Autilia Vitiello, Weidong Huang, Michele Risi, Ugo Erra, Razvan Andonie, Muhammad Aurangzeb Ahmad, Ana Figueiras, Alfredo Cuzzocrea, Mabule Samuel Mabakane:
24th International Conference on Information Visualisation, IV 2020, Melbourne, Australia, September 7-11, 2020. IEEE 2020, ISBN 978-1-7281-9134-8 [contents]
2010 – 2019
- 2019
- [j70]Xiuzhen Zhang, Shuliang Wang, Gao Cong, Alfredo Cuzzocrea:
Social Big Data: Mining, Applications, and Beyond. Complex. 2019: 2059075:1-2059075:2 (2019) - [j69]Alfredo Cuzzocrea, Giorgio Mario Grasso, Massimiliano Nolich:
Effective and efficient distributed management of big clinical data: a framework. Int. J. Data Min. Model. Manag. 11(3): 284-313 (2019) - [j68]Marwan Hassani, Daniel Töws, Alfredo Cuzzocrea, Thomas Seidl:
BFSPMiner: an effective and efficient batch-free algorithm for mining sequential patterns over data streams. Int. J. Data Sci. Anal. 8(3): 223-239 (2019) - [j67]Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri:
Predictive monitoring of temporally-aggregated performance indicators of business processes against low-level streaming events. Inf. Syst. 81: 236-266 (2019) - [j66]Alfredo Cuzzocrea, Enzo Mumolo:
A novel GPU-aware Histogram-based algorithm for supporting moving object segmentation in big-data-based IoT application scenarios. Inf. Sci. 496: 592-612 (2019) - [j65]Alfredo Cuzzocrea:
Big data intelligence. J. Ambient Intell. Humaniz. Comput. 10(9): 3325-3327 (2019) - [j64]Alfredo Cuzzocrea, Mohamed Medhat Gaber, Edoardo Fadda, Giorgio Mario Grasso:
An innovative framework for supporting big atmospheric data analytics via clustering-based spatio-temporal analysis. J. Ambient Intell. Humaniz. Comput. 10(9): 3383-3398 (2019) - [j63]Carson K. Leung, Peter Braun, Alfredo Cuzzocrea:
AI-Based Sensor Information Fusion for Supporting Deep Supervised Learning. Sensors 19(6): 1345 (2019) - [c361]Bryan H. Wodi, Carson K. Leung, Alfredo Cuzzocrea, S. Sourav:
Fast Privacy-Preserving Keyword Search on Encrypted Outsourced Data. IEEE BigData 2019: 1-10 - [c360]Carson K. Leung, Alfredo Cuzzocrea, Jiaxing Jason Mai, Deyu Deng, Fan Jiang:
Personalized DeepInf: Enhanced Social Influence Prediction with Deep Learning and Transfer Learning. IEEE BigData 2019: 2871-2880 - [c359]Rashid Zaman, Alfredo Cuzzocrea, Marwan Hassani:
An Innovative Online Process Mining Framework for Supporting Incremental GDPR Compliance of Business Processes. IEEE BigData 2019: 2982-2991 - [c358]Mikel Joaristi, Arthur Putnam, Alfredo Cuzzocrea, Edoardo Serra:
RIBS: Risky Blind-Spots for Attack Classification Models. IEEE BigData 2019: 5773-5779 - [c357]Hossain Shahriar, Michael E. Whitman, Dan Chia-Tien Lo, Fan Wu, Cassandra Thomas, Alfredo Cuzzocrea:
Experiential Learning: Case Study-Based Portable Hands-on Regression Labware for Cyber Fraud Prediction. IEEE BigData 2019: 5814-5818 - [c356]Alfredo Cuzzocrea:
Effective and Efficient Big Data Management in Distributed Environments: Models, Issues, and Research Perspectives. CCGRID 2019: 556-560 - [c355]Peter Braun, Alfredo Cuzzocrea, Carson K. Leung, Adam G. M. Pazdor, Joglas Souza, Syed Khairuzzaman Tanbeer:
Pattern Mining from big IoT Data with fog Computing: Models, Issues, and Research Perspectives. CCGRID 2019: 584-591 - [c354]Abdul-Rasheed A. Audu, Alfredo Cuzzocrea, Carson K. Leung, Keaton A. MacLeod, Nibrasul I. Ohin, Nadège C. Pulgar-Vidal:
An Intelligent Predictive Analytics System for Transportation Analytics on Open Data Towards the Development of a Smart City. CISIS 2019: 224-236 - [c353]Alfredo Cuzzocrea, Ernesto Damiani:
Making the Pedigree to Your Big Data Repository: Innovative Methods, Solutions, and Algorithms for Supporting Big Data Privacy in Distributed Settings via Data-Driven Paradigms. COMPSAC (2) 2019: 508-516 - [c352]Alfredo Cuzzocrea, Enzo Mumolo, Marco Tessarotto:
Towards An Effective and Efficient Machine-Learning-Based Framework for Supporting Event Detection in Complex Environments. COMPSAC (1) 2019: 685-689 - [c351]Carson K. Leung, Peter Braun, Calvin S. H. Hoi, Joglas Souza, Alfredo Cuzzocrea:
Urban Analytics of Big Transportation Data for Supporting Smart Cities. DaWaK 2019: 24-33 - [c350]Alfredo Cuzzocrea, Enzo Mumolo:
Event Detection in Complex Environments: An Effective and Efficient Machine-Learning-Based Framework (S). DMSVIVA 2019: 103-124 - [c349]Alfredo Cuzzocrea, Sergio Greco:
Flexible Querying and Analytics for Smart Cities and Smart Societies in the Age of Big Data: Overview of the FQAS 2019 International Conference. FQAS 2019: 25-28 - [c348]Seokjin Ahn, Stéfan V. Couture, Alfredo Cuzzocrea, Kevin Dam, Giorgio Mario Grasso, Carson K. Leung, Kaleigh L. McCormick, Bryan H. Wodi:
A Fuzzy Logic Based Machine Learning Tool for Supporting Big Data Business Analytics in Complex Artificial Intelligence Environments. FUZZ-IEEE 2019: 1-6 - [c347]Bryan H. Wodi, Carson K. Leung, Alfredo Cuzzocrea, S. Sourav:
Fast privacy-preserving keyword search on encrypted outsourced data. ICC Workshops 2019: 1-10 - [c346]Alfredo Cuzzocrea, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Querying and Learning OSN Graphs for Advanced Viral Marketing Applications. ICCBDC 2019: 117-121 - [c345]Alfredo Cuzzocrea, Massimiliano Nolich, Walter Ukovich:
A Big-Data-Analytics System for Supporting Decision Making Processes in Complex Smart-City Applications. ICCSA (1) 2019: 787-802 - [c344]Alfredo Cuzzocrea:
Management and Analytics of Big Data Sources in Intelligent Smart Environments: Where We Are and Where We Are Going. ICDM Workshops 2019: 567-572 - [c343]Alfredo Cuzzocrea, Salvatore Cavalieri, Orazio Tomarchio, Giuseppe Di Modica, Concetta Cantone, Angela Di Bilio:
REMS.PA: A Complex Framework for Supporting OLAP-based Big Data Analytics over Data-intensive Business Processes. ICEIS (1) 2019: 223-230 - [c342]Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo:
An Innovative Framework for Supporting Social Network Polluting-content Detection and Analysis. ICEIS (2) 2019: 303-311 - [c341]Deyu Deng, Jiaxing Jason Mai, Carson K. Leung, Alfredo Cuzzocrea:
Cognitive-Based Hybrid Collaborative Filtering with Rating Scaling on Entropy to Defend Shilling Influence. ICNCC 2019: 176-185 - [c340]Alfredo Cuzzocrea, Enzo Mumolo, Carson K. Leung, Giorgio Mario Grasso:
An Innovative Deep-Learning Algorithm for Supporting the Approximate Classification of Workloads in Big Data Environments. IDEAL (2) 2019: 225-237 - [c339]Alfredo Cuzzocrea, Giosuè Lo Bosco, Giovanni Pilato, Daniele Schicchi:
Multi-class Text Complexity Evaluation via Deep Neural Networks. IDEAL (2) 2019: 313-322 - [c338]Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo:
A machine-learning framework for supporting intelligent web-phishing detection and analysis. IDEAS 2019: 43:1-43:3 - [c337]Alfredo Cuzzocrea:
Big Data Management and Analytics in Intelligent Smart Environments: State-of-the-Art Analysis and Future Research Directions. iiWAS 2019: 5-7 - [c336]Sehaj Pal Singh, Carson K. Leung, Fan Jiang, Alfredo Cuzzocrea:
A Theoretical Approach to Discover Mutual Friendships from Social Graph Networks. iiWAS 2019: 212-221 - [c335]Federica De Dea, Milos Ajcevic, Matteo Stecca, Caterina Zanus, Marco Carrozzi, Alfredo Cuzzocrea, Agostino Accardo:
A Big-Data-Analytics Framework for Supporting Classification of ADHD and Healthy Children via Principal Component Analysis of EEG Sleep Spindles Power Spectra. KES 2019: 1584-1590 - [c334]Alfredo Cuzzocrea, Massimiliano Nolich, Walter Ukovich:
A Big-Data-Analytics Framework for Supporting Logistics Problems in Smart-City Environments. KES 2019: 2589-2597 - [c333]Ricardo Baeza-Yates, Alfredo Cuzzocrea, Domenico Crea, Giovanni Lo Bianco:
An effective and efficient algorithm for ranking web documents via genetic programming. SAC 2019: 1065-1072 - [c332]Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì, Alfredo Cuzzocrea:
Querying Influence Graphs over Online Social Networks Effectively and Efficiently. SEBD 2019 - [c331]Alfredo Cuzzocrea, Assaf Schuster, Gianni Viardo Vercelli, Massimiliano Nolich:
Privacy-Preserving OLAP-Based Monitoring of Data Streams: The PP-OMDS Approach. SEBD 2019 - [p8]Alfredo Cuzzocrea, Enzo Mumolo, Gianni Viardo Vercelli:
An HMM-Based Framework for Supporting Accurate Classification of Music Datasets. Intelligent Methods and Big Data in Industrial Applications 2019: 277-289 - [e38]Alfredo Cuzzocrea, Francesco Bonchi, Dimitrios Gunopulos:
Proceedings of the CIKM 2018 Workshops co-located with 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), Torino, Italy, October 22, 2018. CEUR Workshop Proceedings 2482, CEUR-WS.org 2019 [contents] - [e37]Alfredo Cuzzocrea, Sergio Greco, Henrik Legind Larsen, Domenico Saccà, Troels Andreasen, Henning Christiansen:
Flexible Query Answering Systems - 13th International Conference, FQAS 2019, Amantea, Italy, July 2-5, 2019, Proceedings. Lecture Notes in Computer Science 11529, Springer 2019, ISBN 978-3-030-27628-7 [contents] - 2018
- [j62]Mirko Mariotti, Osvaldo Gervasi, Flavio Vella, Alfredo Cuzzocrea, Alessandro Costantini:
Strategies and systems towards grids and clouds integration: A DBMS-based solution. Future Gener. Comput. Syst. 88: 718-729 (2018) - [j61]G. S. Smrithy, Alfredo Cuzzocrea, Ramadoss Balakrishnan:
Detecting Insider Malicious Activities in Cloud Collaboration Systems. Fundam. Informaticae 161(3): 299-316 (2018) - [j60]Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri:
Deviance-Aware Discovery of High-Quality Process Models. Int. J. Artif. Intell. Tools 27(7): 1860009:1-1860009:27 (2018) - [j59]Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo, Giorgio Mario Grasso:
Experimenting and assessing machine learning tools for detecting and analyzing malicious behaviors in complex environments. J. Reliab. Intell. Environ. 4(4): 225-245 (2018) - [j58]Alfredo Cuzzocrea, Enzo Mumolo, Giorgio Mario Grasso:
Advanced pattern recognition from complex environments: a classification-based approach. Soft Comput. 22(14): 4763-4778 (2018) - [j57]Leonardo Andrade Ribeiro, Alfredo Cuzzocrea, Karen Aline Alves Bezerra, Ben Hur Bahia do Nascimento:
SjClust: A Framework for Incorporating Clustering into Set Similarity Join Algorithms. Trans. Large Scale Data Knowl. Centered Syst. 38: 89-118 (2018) - [c330]Diego Junior do Carmo Oliveira, Felipe Ferreira Borges, Leonardo Andrade Ribeiro, Alfredo Cuzzocrea:
Set Similarity Joins with Complex Expressions on Distributed Platforms. ADBIS 2018: 216-230 - [c329]Alfredo Cuzzocrea, Rim Moussa, Gianni Viardo Vercelli:
An Innovative Lambda-Architecture-Based Data Warehouse Maintenance Framework for Effective and Efficient Near-Real-Time OLAP over Big Data. BigData Congress 2018: 149-165 - [c328]Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo:
Improving Machine Learning Tools with Embeddings: Applications to Big Data Security. IEEE BigData 2018: 5086-5092 - [c327]Alfredo Cuzzocrea, Carlo Mastroianni:
A General Overview of Privacy-Preserving Big Data Management and Analytics Models, Methods and Techniques in Specific Domains: Static and Dynamic Distributed Environments. IEEE BigData 2018: 5093-5100 - [c326]Carson K. Leung, Calvin S. H. Hoi, Adam G. M. Pazdor, Bryan H. Wodi, Alfredo Cuzzocrea:
Privacy-Preserving Frequent Pattern Mining from Big Uncertain Data. IEEE BigData 2018: 5101-5110 - [c325]Antonino Galletta, Alfredo Cuzzocrea, Antonio Celesti, Maria Fazio, Massimo Villari:
A Scalable Cloud-Edge Computing Framework for Supporting Device-Adaptive Big Media Provisioning. CCGrid 2018: 669-674 - [c324]Alfredo Cuzzocrea, Ernesto Damiani:
Pedigree-ing Your Big Data: Data-Driven Big Data Privacy in Distributed Environments. CCGrid 2018: 675-681 - [c323]Alfredo Cuzzocrea:
Supporting OLAP-Based Big Data Analytics over Data-Intensive Business Processes: Issues, Models, Proposals, and a Real-Life Framework. CIKM Workshops 2018 - [c322]Alfredo Cuzzocrea, Francesco Bonchi, Dimitrios Gunopulos:
CIKM 2018 Co-Located Workshops Summary. CIKM 2018: 2309-2311 - [c321]Alfredo Cuzzocrea, Francesco Bonchi, Dimitrios Gunopulos:
CIKM 2018 Workshops: Preface. CIKM Workshops 2018 - [c320]Alfredo Cuzzocrea, Enzo Mumolo, Marwan Hassani, Giorgio Mario Grasso:
Towards Effective Generation of Synthetic Memory References Via Markovian Models. COMPSAC (2) 2018: 199-203 - [c319]Alfredo Cuzzocrea, Rim Moussa:
Towards Lambda-Based Near Real-Time OLAP over Big Data. COMPSAC (1) 2018: 438-441 - [c318]Ricardo Baeza-Yates, Alfredo Cuzzocrea, Domenico Crea, Giovanni Lo Bianco:
Learning Ranking Functions by Genetic Programming Revisited. DEXA (2) 2018: 378-386 - [c317]Alfredo Cuzzocrea:
Generating Synthetic Memory References via Hierarchical Markov Models Effectively and Efficiently. DMSVIVA 2018: 83-90 - [c316]Richard C. Camara, Alfredo Cuzzocrea, Giorgio Mario Grasso, Carson K. Leung, Steven B. Powell, Joglas Souza, Boyu Tang:
Fuzzy Logic-Based Data Analytics on Predicting the Effect of Hurricanes on the Stock Market. FUZZ-IEEE 2018: 1-8 - [c315]Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo:
A Novel Structural-Entropy-based Classification Technique for Supporting Android Ransomware Detection and Analysis. FUZZ-IEEE 2018: 1-7 - [c314]Alfredo Cuzzocrea, Giovanni Pilato:
Taxonomy-Based Detection of User Emotions for Advanced Artificial Intelligent Applications. HAIS 2018: 573-585 - [c313]Alfredo Cuzzocrea:
Scalable Privacy-Preserving Big Data Management and Analytics: Where We Are and Where We Are Going. ICCBDC 2018: 52-56 - [c312]Calvin S. H. Hoi, Carson K. Leung, Kimberly Tran, Alfredo Cuzzocrea, Mario A. Bochicchio, Marco Simonetti:
Supporting Social Information Discovery from Big Uncertain Social Key-Value Data via Graph-Like Metaphors. ICCC 2018: 102-116 - [c311]Peter Braun, Alfredo Cuzzocrea, Carson K. Leung, Adam G. M. Pazdor, Syed Khairuzzaman Tanbeer, Giorgio Mario Grasso:
An Innovative Framework for Supporting Frequent Pattern Mining Problems in IoT Environments. ICCSA (5) 2018: 642-657 - [c310]Alfredo Cuzzocrea, Massimiliano Nolich, Walter Ukovich:
An Innovative Architecture for Supporting Cyber-Physical Security Systems. ICCSA (5) 2018: 658-667 - [c309]Alfredo Cuzzocrea, Assaf Schuster, Gianni Viardo Vercelli:
PP-OMDS: An Effective and Efficient Framework for Supporting Privacy-Preserving OLAP-based Monitoring of Data Streams. ICEIS (1) 2018: 282-292 - [c308]Alfredo Cuzzocrea, Rim Moussa, Enzo Mumolo:
Yet Another Automated OLAP Workload Analyzer: Principles, and Experiences. ICEIS (1) 2018: 293-298 - [c307]Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo:
Applying Deep Learning Techniques to CAN Bus Attacks for Supporting Identification and Analysis Tasks. ICETE (2) 2018: 479-487 - [c306]Edoardo Serra, Haritha Akella, Alfredo Cuzzocrea:
A Crowdsourcing Semi-Supervised LSTM Training Approach to Identify Novel Items in Emerging Artificial Intelligent Environments. ICMLA 2018: 1479-1485 - [c305]Kyle J. Morris, Sean D. Egan, Jorell L. Linsangan, Carson K. Leung, Alfredo Cuzzocrea, Calvin S. H. Hoi:
Token-Based Adaptive Time-Series Prediction by Ensembling Linear and Non-linear Estimators: A Machine Learning Approach for Predictive Analytics on big Stock Data. ICMLA 2018: 1486-1491 - [c304]Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo:
Detecting and Analyzing Anomalies Across Historical Data Changes: A Data-Driven Approach. ICTAI 2018: 832-837 - [c303]Domenico Saccà, Edoardo Serra, Alfredo Cuzzocrea:
The Inverse Tree-OLAP Problem: Definitions, Models, Complexity Analysis, and a Possible Solution. IDEAS 2018: 148-156 - [c302]Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri:
A Predictive Learning Framework for Monitoring Aggregated Performance Indicators over Business Process Events. IDEAS 2018: 165-174 - [c301]Deyu Deng, Carson K. Leung, Bryan H. Wodi, Jialiang Yu, Hao Zhang, Alfredo Cuzzocrea:
An Innovative Framework for Supporting Cognitive-Based Big Data Analytics for Frequent Pattern Mining. ICCC 2018: 49-56 - [c300]Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo:
Applying Machine Learning Techniques to Detect and Analyze Web Phishing Attacks. iiWAS 2018: 355-359 - [c299]Katrina E. Barkwell, Alfredo Cuzzocrea, Carson K. Leung, Ashley A. Ocran, Jennifer M. Sanderson, James Ayrton Stewart, Bryan H. Wodi:
Big Data Visualisation and Visual Analytics for Music Data Mining. IV 2018: 235-240 - [c298]Carson K. Leung, Felix Kanke, Alfredo Cuzzocrea:
Data analytics on the board game Go for the discovery of interesting sequences of moves in joseki. KES 2018: 831-840 - [c297]Peter Braun, Alfredo Cuzzocrea, Carson K. Leung, Adam G. M. Pazdor, Joglas Souza:
Item-centric mining of frequent patterns from big uncertain data. KES 2018: 1875-1884 - [c296]Prantik Howlader, Kuntal Kumar Pal, Alfredo Cuzzocrea, S. D. Madhu Kumar:
Predicting facebook-users' personality based on status and linguistic features via flexible regression analysis techniques. SAC 2018: 339-345 - [c295]Mario A. Bochicchio, Alfredo Cuzzocrea, Lucia Vaira, Antonella Longo, Marco Zappatore:
Multidimensional Mining over Big Healthcare Data: A Big Data Analytics Framework. SEBD 2018 - [c294]Leonardo Andrade Ribeiro, Alfredo Cuzzocrea, Karen Aline Alves Bezerra, Ben Hur Bahia do Nascimento, Massimiliano Nolich:
An Innovative Framework for Combining Set Similarity Join Algorithms and Clustering. SEBD 2018 - [c293]Domenico Saccà, Edoardo Serra, Alfredo Cuzzocrea:
Inverse Tree-OLAP: Definition, Complexity and First Solution. SEBD 2018 - [c292]Alfredo Cuzzocrea, Enzo Mumolo, Marwan Hassani:
An Effective and Efficient Approach for Supporting the Generation of Synthetic Memory Reference Traces via Hierarchical Hidden/Non-Hidden Markov Models. SMC 2018: 2953-2959 - [e36]Esam El-Araby, Dhabaleswar K. Panda, Sandra Gesing, Amy W. Apon, Volodymyr V. Kindratenko, Massimo Cafaro, Alfredo Cuzzocrea:
18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2018, Washington, DC, USA, May 1-4, 2018. IEEE Computer Society 2018, ISBN 978-1-5386-5815-4 [contents] - [e35]Alfredo Cuzzocrea, James Allan, Norman W. Paton, Divesh Srivastava, Rakesh Agrawal, Andrei Z. Broder, Mohammed J. Zaki, K. Selçuk Candan, Alexandros Labrinidis, Assaf Schuster, Haixun Wang:
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018. ACM 2018, ISBN 978-1-4503-6014-2 [contents] - [e34]Ebad Banissi, Rita Francese, Mark W. McK. Bannatyne, Theodor G. Wyeld, Muhammad Sarfraz, João Moura Pires, Anna Ursyn, Fatma Bouali, Nuno Datia, Gilles Venturini, Giuseppe Polese, Vincenzo Deufemia, Tania Di Mascio, Marco Temperini, Filippo Sciarrone, Delfina Malandrino, Rocco Zaccagnino, Paloma Díaz, Fragkiskos Papadopoulo, Antonio Fernández Anta, Alfredo Cuzzocrea, Michele Risi, Ugo Erra, Veronica Rossano:
22nd International Conference Information Visualisation, IV 2018, Fisciano, Italy, July 10-13, 2018. IEEE Computer Society 2018, ISBN 978-1-5386-7202-0 [contents] - 2017
- [j56]Gloria Bordogna, Alfredo Cuzzocrea, Luca Frigerio, Giuseppe Psaila, Maurizio Toccu:
An interoperable open data framework for discovering popular tours based on geo-tagged tweets. Int. J. Intell. Inf. Database Syst. 10(3/4): 246-268 (2017) - [j55]Alfredo Cuzzocrea, Alkis Simitsis, Il-Yeol Song:
Big Data Management: New Frontiers, New Paradigms. Inf. Syst. 63: 63-65 (2017) - [j54]Alfredo Cuzzocrea, Timos Sellis:
Semantics-Aware Approaches to Big Data Engineering. J. Data Semant. 6(2): 55-56 (2017) - [j53]Alfredo Cuzzocrea, Enzo Mumolo, Giorgio Mario Grasso, Gianni Viardo Vercelli:
An effective and efficient approximate two-dimensional dynamic programming algorithm for supporting advanced computer vision applications. J. Vis. Lang. Comput. 42: 13-22 (2017) - [c291]Alina Campan, Alfredo Cuzzocrea, Traian Marius Truta:
Fighting fake news spread in online social networks: Actual trends and future research directions. IEEE BigData 2017: 4453-4457 - [c290]Alfredo Cuzzocrea, Hossain Shahriar:
Data masking techniques for NoSQL database security: A systematic review. IEEE BigData 2017: 4467-4473 - [c289]Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo, Gianni Viardo Vercelli:
Tor traffic analysis and detection via machine learning techniques. IEEE BigData 2017: 4474-4480 - [c288]Alfredo Cuzzocrea, Rim Moussa, Achref Laabidi:
Taming Size and Cardinality of OLAP Data Cubes over Big Data. BICOD 2017: 113-125 - [c287]G. J. Akash, Ojus Thomas Lee, S. D. Madhu Kumar, Priya Chandran, Alfredo Cuzzocrea:
RAPID: A Fast Data Update Protocol in Erasure Coded Storage Systems for Big Data. CCGrid 2017: 890-897 - [c286]Alfredo Cuzzocrea, Rajkumar Buyya, Vincenzo Passanisi, Giovanni Pilato:
MapReduce-based Algorithms for Managing Big RDF Graphs: State-of-the-Art Analysis, Paradigms, and Future Directions. CCGrid 2017: 898-905 - [c285]Alfredo Cuzzocrea, Enzo Mumolo, Marco Tessarotto, Giorgio Mario Grasso, Danilo Amendola:
XML-VM: An XML-Based Grid Computing Middleware. CISIS 2017: 349-360 - [c284]Alfredo Cuzzocrea, Fernando Ferri, Patrizia Grifoni:
Intelligent Sensor Data Fusion for Supporting Advanced Smart Health Processes. CISIS 2017: 361-370 - [c283]Alfredo Cuzzocrea, Giorgio Mario Grasso:
Querying Encrypted OLAP Data. COMPSAC (2) 2017: 161-163 - [c282]Peter Braun, Alfredo Cuzzocrea, Fan Jiang, Carson Kai-Sang Leung, Adam G. M. Pazdor:
MapReduce-Based Complex Big Data Analytics over Uncertain and Imprecise Social Networks. DaWaK 2017: 130-145 - [c281]Enzo Mumolo, Gianni Viardo Vercelli, Alfredo Cuzzocrea:
Ergodic Hidden Markov Models for Workload Characterization Problems. DMSVLSS 2017: 102-109 - [c280]Jesús Manuel Almendros-Jiménez, Antonio Becerra-Terón, Alfredo Cuzzocrea:
Detecting and Diagnosing Syntactic and Semantic Errors in SPARQL Queries. EDBT/ICDT Workshops 2017 - [c279]Alfredo Cuzzocrea:
Scalable OLAP-Based Big Data Analytics over Cloud Infrastructures: Models, Issues, Algorithms. ICCBDC 2017: 17-21 - [c278]Alfredo Cuzzocrea, Enzo Mumolo:
A Novel Approach for Supporting Approximate Representation of Linear Prediction Residuals in Pattern Recognition Tools. ICCSA (1) 2017: 342-356 - [c277]Alfredo Cuzzocrea, Enzo Mumolo, Giorgio Mario Grasso:
Genetic Estimation of Iterated Function Systems for Accurate Fractal Modeling in Pattern Recognition Tools. ICCSA (1) 2017: 357-371 - [c276]Alfredo Cuzzocrea:
Privacy-Preserving Big Data Stream Mining: Opportunities, Challenges, Directions. ICDM Workshops 2017: 992-994 - [c275]Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri:
Experimenting and Assessing a Probabilistic Business Process Deviance Mining Framework Based on Ensemble Learning. ICEIS (Revised Selected Papers) 2017: 96-124 - [c274]Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri:
Extensions, Analysis and Experimental Assessment of a Probabilistic Ensemble-learning Framework for Detecting Deviances in Business Process Instances. ICEIS (1) 2017: 162-173 - [c273]James A. Brown, Alfredo Cuzzocrea, Michael Kresta, Korbin D. L. Kristjanson, Carson K. Leung, Timothy W. Tebinka:
A Machine Learning Tool for Supporting Advanced Knowledge Discovery from Chess Game Data. ICMLA 2017: 649-654 - [c272]Alfredo Cuzzocrea, Enzo Mumolo, Gianni Viardo Vercelli:
Advanced ECHMM-Based Machine Learning Tools for Complex Big Data Applications. ICMLA 2017: 655-660 - [c271]Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri:
Deviance-Aware Discovery of High Quality Process Models. ICTAI 2017: 724-731 - [c270]Alfredo Cuzzocrea:
Big Web Data: Warehousing and Analytics - Recent Trends and Future Challenges. ICWE Workshops 2017: 265-266 - [c269]Pierluigi D'Antrassi, Iolanda Perrone, Alfredo Cuzzocrea, Agostino Accardo:
A Composite Methodology for Supporting Early-Detection of Handwriting Dysgraphia via Big Data Analysis Techniques. IIMSS 2017: 241-253 - [c268]Alfredo Cuzzocrea, Carmine De Napoli, Agostino Forestiero, Demetrio Laganà, Giovanni Lupi, Carlo Mastroianni, Leonardo Spataro:
Business scenarios for hierarchical workload management in data centers. ICC 2017: 182:1-182:7 - [c267]Binesh Jose, S. D. Madhu Kumar, Alfredo Cuzzocrea:
Enhancing contact center performance using cloud computing: a case study on telecom contact centers. ICC 2017: 184:1-184:8 - [c266]Alfredo Cuzzocrea, Rim Moussa:
Multidimensional database modeling: Literature survey and research agenda in the big data era. ISNCC 2017: 1-6 - [c265]Peter Braun, Alfredo Cuzzocrea, Lam M. V. Doan, Suyoung Kim, Carson K. Leung, Jose Francisco A. Matundan, Rashpal Robby Singh:
Enhanced Prediction of User-Preferred YouTube Videos Based on Cleaned Viewing Pattern History. KES 2017: 2230-2239 - [c264]Peter Braun, Alfredo Cuzzocrea, Timothy D. Keding, Carson K. Leung, Adam G. M. Pazdor, Dell Sayson:
Game Data Mining: Clustering and Visualization of Online Game Data in Cyber-Physical Worlds. KES 2017: 2259-2268 - [c263]Alfredo Cuzzocrea:
Multidimensional mining of big social data for supporting advanced big data analytics. MIPRO 2017: 1337-1342 - [c262]Jesús Manuel Almendros-Jiménez, Antonio Becerra-Terón, Alfredo Cuzzocrea:
Syntactic and semantic validation of SPARQL queries. SAC 2017: 349-352 - [c261]Kristijan Lenac, Alfredo Cuzzocrea, Enzo Mumolo:
An effective and efficient hybrid scan matching algorithm for mobile object applications. SAC 2017: 522-528 - [c260]Alfredo Cuzzocrea, Osvaldo Gervasi, Mirko Mariotti, Flavio Vella, Alessandro Costantini:
Effectively and Efficiently Supporting Grid and Cloud Integration via a DBMS-based Framework. SEBD 2017: 291 - [c259]Gloria Bordogna, Alfredo Cuzzocrea, Luca Frigerio, Giuseppe Psaila, Danilo Amendola:
TourMiner: Effective and Efficient Clustering Big Mobile Social Data for Supporting Advanced Analytics Tools. SEBD 2017: 300 - [c258]Antonella Longo, Marco Zappatore, Mario A. Bochicchio, Lucia Vaira, Alfredo Cuzzocrea:
A WSLA-Extension Supporting Service and Contract Composition Modelling. SEBD 2017: 318 - [c257]Rich C. Lee, Alfredo Cuzzocrea, Wookey Lee, Carson K. Leung:
An innovative majority voting mechanism in interactive social network clustering. WIMS 2017: 14:1-14:10 - [c256]Alfredo Cuzzocrea, Vincenzo Loia, Aurelio Tommasetti:
Big-data-driven innovation for enterprises: innovative big value paradigms for next-generation digital ecosystems. WIMS 2017: 35:1-35:5 - [e33]Jian-Yun Nie, Zoran Obradovic, Toyotaro Suzumura, Rumi Ghosh, Raghunath Nambiar, Chonggang Wang, Hui Zang, Ricardo Baeza-Yates, Xiaohua Hu, Jeremy Kepner, Alfredo Cuzzocrea, Jian Tang, Masashi Toyoda:
2017 IEEE International Conference on Big Data (IEEE BigData 2017), Boston, MA, USA, December 11-14, 2017. IEEE Computer Society 2017, ISBN 978-1-5386-2715-0 [contents] - [e32]Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Giuseppe Borruso, Carmelo Maria Torre, Ana Maria A. C. Rocha, David Taniar, Bernady O. Apduhan, Elena N. Stankova, Alfredo Cuzzocrea:
Computational Science and Its Applications - ICCSA 2017 - 17th International Conference, Trieste, Italy, July 3-6, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10404, Springer 2017, ISBN 978-3-319-62391-7 [contents] - [e31]Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Giuseppe Borruso, Carmelo Maria Torre, Ana Maria A. C. Rocha, David Taniar, Bernady O. Apduhan, Elena N. Stankova, Alfredo Cuzzocrea:
Computational Science and Its Applications - ICCSA 2017 - 17th International Conference, Trieste, Italy, July 3-6, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10405, Springer 2017, ISBN 978-3-319-62394-8 [contents] - [e30]Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Giuseppe Borruso, Carmelo Maria Torre, Ana Maria A. C. Rocha, David Taniar, Bernady O. Apduhan, Elena N. Stankova, Alfredo Cuzzocrea:
Computational Science and Its Applications - ICCSA 2017 - 17th International Conference, Trieste, Italy, July 3-6, 2017, Proceedings, Part III. Lecture Notes in Computer Science 10406, Springer 2017, ISBN 978-3-319-62397-9 [contents] - [e29]Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Giuseppe Borruso, Carmelo Maria Torre, Ana Maria A. C. Rocha, David Taniar, Bernady O. Apduhan, Elena N. Stankova, Alfredo Cuzzocrea:
Computational Science and Its Applications - ICCSA 2017 - 17th International Conference, Trieste, Italy, July 3-6, 2017, Proceedings, Part IV. Lecture Notes in Computer Science 10407, Springer 2017, ISBN 978-3-319-62400-6 [contents] - [e28]Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Giuseppe Borruso, Carmelo Maria Torre, Ana Maria A. C. Rocha, David Taniar, Bernady O. Apduhan, Elena N. Stankova, Alfredo Cuzzocrea:
Computational Science and Its Applications - ICCSA 2017 - 17th International Conference, Trieste, Italy, July 3-6, 2017, Proceedings, Part V. Lecture Notes in Computer Science 10408, Springer 2017, ISBN 978-3-319-62403-7 [contents] - [e27]Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Giuseppe Borruso, Carmelo Maria Torre, Ana Maria A. C. Rocha, David Taniar, Bernady O. Apduhan, Elena N. Stankova, Alfredo Cuzzocrea:
Computational Science and Its Applications - ICCSA 2017 - 17th International Conference, Trieste, Italy, July 3-6, 2017, Proceedings, Part VI. Lecture Notes in Computer Science 10409, Springer 2017, ISBN 978-3-319-62406-8 [contents] - [e26]Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Giuseppe Borruso, Carmelo Maria Torre, Ana Maria A. C. Rocha, David Taniar, Bernady O. Apduhan, Elena N. Stankova, Alfredo Cuzzocrea:
Computational Science and Its Applications - ICCSA 2017 - 17th International Conference, Trieste, Italy, July 3-6, 2017 [Proceedings, Part VII, IEEE Xplore Proceedings]. IEEE 2017, ISBN 978-1-5386-3893-4 [contents] - [e25]Rajendra Akerkar, Alfredo Cuzzocrea, Jannong Cao, Mohand-Said Hacid:
Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, WIMS 2017, Amantea, Italy, June 19-22, 2017. ACM 2017, ISBN 978-1-4503-5225-3 [contents] - [i1]Alfredo Cuzzocrea, Jérôme Darmont, Hadj Mahboubi:
Fragmenting very large XML data warehouses via K-means clustering algorithm. CoRR abs/1701.02190 (2017) - 2016
- [j52]Alfredo Cuzzocrea, Mirel Cosulschi, Roberto De Virgilio:
An Effective and Efficient MapReduce Algorithm for Computing BFS-Based Traversals of Large-Scale RDF Graphs. Algorithms 9(1): 7 (2016) - [j51]Alfredo Cuzzocrea:
Algorithms for Managing, Querying and Processing Big Data in Cloud Environments. Algorithms 9(1): 13 (2016) - [j50]Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri:
A Robust and Versatile Multi-View Learning Framework for the Detection of Deviant Business Process Instances. Int. J. Cooperative Inf. Syst. 25(4): 1740003:1-1740003:56 (2016) - [j49]Alfredo Cuzzocrea:
Semantics Meets Big Data: Formal Models, Practical Issues, Novel Paradigms. J. Data Semant. 5(1): 1-2 (2016) - [j48]Carson Kai-Sang Leung, Syed Khairuzzaman Tanbeer, Alfredo Cuzzocrea, Peter Braun, Richard Kyle MacKinnon:
Interactive mining of diverse social entities. Int. J. Knowl. Based Intell. Eng. Syst. 20(2): 97-111 (2016) - [c255]Gloria Bordogna, Luca Frigerio, Alfredo Cuzzocrea, Giuseppe Psaila:
Clustering Geo-tagged Tweets for Advanced Big Data Analytics. BigData Congress 2016: 42-51 - [c254]Alfredo Cuzzocrea, Carlo Mastroianni, Giorgio Mario Grasso:
Private databases on the cloud: Models, issues and research perspectives. IEEE BigData 2016: 3656-3661 - [c253]Marwan Hassani, Pascal Spaus, Alfredo Cuzzocrea, Thomas Seidl:
I-HASTREAM: Density-Based Hierarchical Clustering of Big Data Streams and Its Application to Big Graph Analytics Tools. CCGrid 2016: 656-665 - [c252]Alfredo Cuzzocrea:
A Reference Architecture for Supporting Secure Big Data Analytics over Cloud-Enabled Relational Databases. COMPSAC Workshops 2016: 356-358 - [c251]Ali R. Hurson, Ji-Jiang Yang, Behrooz A. Shirazi, Alfredo Cuzzocrea, Toyokazu Akiyama, Sahra Sedigh Sarvestani, Sheikh Iqbal Ahamed:
Message from the NATA Organizing Committee. COMPSAC 2016: 637 - [c250]Alfredo Cuzzocrea, Enzo Mumolo, Nicola Timeus, Gianni Viardo Vercelli:
GPU-Aware Genetic Estimation of Hidden Markov Models for Workload Classification Problems. COMPSAC 2016: 674-682 - [c249]Alfredo Cuzzocrea, Ilaria D'Elia, Antonio De Nicola, Hugo Maldini, Maria Luisa Villani:
TEMPORANA: Flexible Temporal Query Processing for Supporting System Behavior Detection across Complex Scenarios. CSE/EUC/DCABES 2016: 401-407 - [c248]Leonardo Andrade Ribeiro, Alfredo Cuzzocrea, Karen Aline Alves Bezerra, Ben Hur Bahia do Nascimento:
Incorporating Clustering into Set Similarity Join Algorithms: The SjClust Framework. DEXA (1) 2016: 185-204 - [c247]Enzo Mumolo, Giorgio Mario Grasso, Gianni Viardo Vercelli, Alfredo Cuzzocrea:
Towards An Effective and Efficient Approximation Algorithm for Advanced Computer Vision Applications based on Two-Dimensional Dynamic Programming. DMS 2016: 84-90 - [c246]Alfredo Cuzzocrea:
Big data compression paradigms for supporting efficient and scalable data-intensive IoT frameworks. EDB 2016: 67-71 - [c245]Alfredo Cuzzocrea:
Big Data Provenance: State-Of-The-Art Analysis and Emerging Research Challenges. EDBT/ICDT Workshops 2016 - [c244]Jesús Manuel Almendros-Jiménez, Alfredo Cuzzocrea:
SemSynX: Flexible Similarity Analysis of XML Data via Semantic and Syntactic Heterogeneity/Homogeneity Detection. HAIS 2016: 14-26 - [c243]Alfredo Cuzzocrea, Ilaria D'Elia, Antonio De Nicola, Hugo Maldini, Maria Luisa Villani:
Towards Temporal Analysis of Integrated Scenarios for Sustainable Innovation. ICCSA (5) 2016: 544-551 - [c242]Agnese Augello, Alfredo Cuzzocrea, Giovanni Pilato, Carmelo Spiccia, Giorgio Vassallo:
An Innovative Similarity Measure for Sentence Plagiarism Detection. ICCSA (5) 2016: 552-566 - [c241]Leonardo Andrade Ribeiro, Alfredo Cuzzocrea, Karen Aline Alves Bezerra, Ben Hur Bahia do Nascimento:
SJClust: Towards a Framework for Integrating Similarity Join Algorithms and Clustering. ICEIS (1) 2016: 75-80 - [c240]Mario A. Bochicchio, Alfredo Cuzzocrea, Lucia Vaira:
A Big Data Analytics Framework for Supporting Multidimensional Mining over Big Healthcare Data. ICMLA 2016: 508-513 - [c239]Gloria Bordogna, Luca Frigerio, Alfredo Cuzzocrea, Giuseppe Psaila:
An Effective and Efficient Similarity-Matrix-Based Algorithm for Clustering Big Mobile Social Data. ICMLA 2016: 514-521 - [c238]Alfredo Cuzzocrea, Giorgio Mario Grasso, Fan Jiang, Carson K. Leung:
Mining Uplink-Downlink User Association in Wireless Heterogeneous Networks. IDEAL 2016: 533-541 - [c237]Alfredo Cuzzocrea, Giuseppe Psaila, Maurizio Toccu:
An Innovative Framework for Effectively and Efficiently Supporting Big Data Analytics over Geo-Located Mobile Social Media. IDEAS 2016: 62-69 - [c236]Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri:
A multi-view multi-dimensional ensemble learning approach to mining business process deviances. IJCNN 2016: 3809-3816 - [c235]Alfredo Cuzzocrea:
Warehousing and Protecting Big Data: State-Of-The-Art-Analysis, Methodologies, Future Challenges. ICC 2016 2016: 14:1-14:7 - [c234]Alfredo Cuzzocrea, Mohamed Medhat Gaber, Staci Lattimer, Giorgio Mario Grasso:
Clustering-Based Spatio-Temporal Analysis of Big Atmospheric Data. ICC 2016 2016: 74:1-74:8 - [c233]Mirko Mariotti, Osvaldo Gervasi, Flavio Vella, Alessandro Costantini, Alfredo Cuzzocrea:
A DBMS-Based System for Integrating Grids and Clouds: Anatomy, Models, Functionalities. ICC 2016 2016: 75:1-75:8 - [c232]Alfredo Cuzzocrea, Carson K. Leung:
Computing Theoretically-Sound Upper Bounds to Expected Support for Frequent Pattern Mining Problems over Uncertain Big Data. IPMU (2) 2016: 379-392 - [c231]Peter Braun, Alfredo Cuzzocrea, Carson K. Leung, Adam G. M. Pazdor, Kimberly Tran:
Knowledge Discovery from Social Graph Data. KES 2016: 682-691 - [c230]Alfredo Cuzzocrea:
Advanced Query Answering Techniques over Big Mobile Data. MDM 2016: 4-7 - [c229]Alfredo Cuzzocrea, Giuseppe Pirrò:
A semantic-web-technology-based framework for supporting knowledge-driven digital forensics. MEDES 2016: 58-66 - [c228]Alfredo Cuzzocrea, Enzo Mumolo, Alessandro Moro:
Real-time counting of moving objects in complex environments. SAC 2016: 588-595 - [c227]Alfredo Cuzzocrea, Carmen De Maio, Giuseppe Fenza, Vincenzo Loia, Mimmo Parente:
OLAP analysis of multidimensional tweet streams for supporting advanced analytics. SAC 2016: 992-999 - [c226]Suvarna Bothe, Alfredo Cuzzocrea, Panagiotis Karras, Akrivi Vlachou:
Computing Skylines over Encrypted Data in Cloud Environments. SEBD 2016: 222-229 - [c225]Alfredo Cuzzocrea, Gianluigi Folino, Pietro Sabatino:
Adaptive Intrusion Detection in Distributed Environments: An Ensemble-Based Approach. SEBD 2016: 230-237 - [c224]Alfredo Cuzzocrea, Marcello Di Stefano, Paolo Fosci, Giuseppe Psaila:
Querying NoSQL-based Crowdsourcing Systems Efficiently. SEBD 2016: 238-245 - [c223]Alfredo Cuzzocrea, Enzo Mumolo, Daniel Pirro, Gianni Viardo Vercelli:
An efficient CUDA-based approximate two-dimensional dynamic programming algorithm for advanced computer vision applications. SMC 2016: 4251-4258 - [c222]Massinissa Saoudi, Ahcène Bounceur, Reinhardt Euler, M. Tahar Kechadi, Alfredo Cuzzocrea:
Energy-Efficient Data Mining Techniques for Emergency Detection in Wireless Sensor Networks. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld 2016: 766-771 - [c221]Giuseppe Pirrò, Alfredo Cuzzocrea:
RECAP: Building Relatedness Explanations on the Web. WWW (Companion Volume) 2016: 235-238 - 2015
- [j47]Alfredo Cuzzocrea:
Data warehousing and OLAP over Big Data: a survey of the state-of-the-art, open problems and future challenges. Int. J. Bus. Process. Integr. Manag. 7(4): 372-377 (2015) - [j46]Ladjel Bellatreche, Alfredo Cuzzocrea, Il-Yeol Song:
Advances in data warehousing and OLAP in the big Data Era. Inf. Syst. 53: 39-40 (2015) - [j45]Michelangelo Ceci, Alfredo Cuzzocrea, Donato Malerba:
Effectively and efficiently supporting roll-up and drill-down OLAP operations over continuous dimensions via hierarchical clustering. J. Intell. Inf. Syst. 44(3): 309-333 (2015) - [j44]Alfredo Cuzzocrea:
Design, implementation and validation of AI-inspired information systems. J. Intell. Inf. Syst. 45(1): 1-3 (2015) - [j43]Alfredo Cuzzocrea, Fan Jiang, Carson Kai-Sang Leung, Dacheng Liu, Aaron M. Peddle, Syed Khairuzzaman Tanbeer:
Mining Popular Patterns: A Novel Mining Problem and Its Application to Static Transactional Databases and Dynamic Data Streams. Trans. Large Scale Data Knowl. Centered Syst. 21: 115-139 (2015) - [j42]Zhiang Wu, Jie Cao, Guixiang Zhu, Wenpeng Yin, Alfredo Cuzzocrea, Jin Shi:
Detecting overlapping communities in poly-relational networks. World Wide Web 18(5): 1373-1390 (2015) - [c220]Katerina Doka, Mingqiang Xue, Dimitrios Tsoumakos, Panagiotis Karras, Alfredo Cuzzocrea, Nectarios Koziris:
Heterogeneous k-anonymization with high utility. IEEE BigData 2015: 1886-1890 - [c219]Alfredo Cuzzocrea, Gianluigi Folino, Pietro Sabatino:
A distributed framework for supporting adaptive ensemble-based intrusion detection. IEEE BigData 2015: 1910-1916 - [c218]Carson Kai-Sang Leung, Alfredo Cuzzocrea:
Frequent Subgraph Mining from Streams of Uncertain Data. C3S2E 2015: 18-27 - [c217]Alfredo Cuzzocrea, Enzo Mumolo, Pietro Corona:
Cloud-Based Machine Learning Tools for Enhanced Big Data Applications. CCGRID 2015: 908-914 - [c216]Alfredo Cuzzocrea, Rim Moussa, Guandong Xu, Giorgio Mario Grasso:
Cloud-Based OLAP over Big Data: Application Scenarios and Performance Analysis. CCGRID 2015: 921-927 - [c215]Alfredo Cuzzocrea, Enzo Mumolo, Giorgio Mario Grasso:
Automatic Learning for Supporting Advanced Human-Machine Interfaces. CISIS 2015: 12-18 - [c214]Alfredo Cuzzocrea, Enzo Mumolo, Alessandro Moro, Kazunori Umeda:
Effective and Efficient Moving Object Segmentation via an Innovative Statistical Approach. CISIS 2015: 172-178 - [c213]Alfredo Cuzzocrea, Enzo Mumolo, Riccardo Cecolin:
Runtime Anomaly Detection in Embedded Systems by Binary Tracing and Hidden Markov Models. COMPSAC 2015: 15-22 - [c212]Alfredo Cuzzocrea:
Provenance Research Issues and Challenges in the Big Data Era. COMPSAC Workshops 2015: 684-686 - [c211]Alfredo Cuzzocrea, Wookey Lee, Carson K. Leung:
High-Recall Information Retrieval from Linked Big Data. COMPSAC 2015: 712-717 - [c210]Alfredo Cuzzocrea, Enzo Mumolo, Pietro Corona:
Coarse-grained workload categorization in virtual environments using the Dempster-Shafer fusion. CSCWD 2015: 472-477 - [c209]Alfredo Cuzzocrea, Mohamed Medhat Gaber, Staci Lattimer:
Spatio-temporal analysis of Greenhouse Gas data via clustering techniques. CSCWD 2015: 478-483 - [c208]Sergio Tasso, Osvaldo Gervasi, Flavio Vella, Alfredo Cuzzocrea:
A Simulation Framework for Efficient Resource Management on Hybrid Systems. CSE 2015: 216-223 - [c207]Paolo Buono, Alfredo Cuzzocrea:
A collaborative framework for supporting combined visualization of activities across time zones. CTS 2015: 226-232 - [c206]Alfredo Cuzzocrea, Mohamed Medhat Gaber, Ary Mazharuddin Shiddiqi:
Distributed Classification of Data Streams: An Adaptive Technique. DaWaK 2015: 296-309 - [c205]Alfredo Cuzzocrea, Enzo Mumolo, Alessandro Moro, Kazunori Umeda, Gianni Viardo Vercelli:
Shadow Detection in Complex Environments via An Innovative Information Fusion Approach. DMS 2015: 85-93 - [c204]Alfredo Cuzzocrea, Carmen De Maio, Giuseppe Fenza, Vincenzo Loia, Mimmo Parente:
Towards OLAP Analysis of Multidimensional Tweet Streams. DOLAP 2015: 69-73 - [c203]Alfredo Cuzzocrea, Fan Jiang, Carson Kai-Sang Leung:
Frequent Subgraph Mining from Streams of Linked Graph Structured Data. EDBT/ICDT Workshops 2015: 237-244 - [c202]Alfredo Cuzzocrea, Eric Medvet, Enzo Mumolo, Riccardo Cecolin:
Detecting Anomalies in Embedded Computing Systems via a Novel HMM-Based Machine Learning Approach. HAIS 2015: 405-415 - [c201]Alfredo Cuzzocrea, Enzo Mumolo, Alessandro Moro:
A Classification-Based Algorithm for Building 3D Maps of Environmental Objects. ICCSA (Short Papers/poster papers/PhD student showcase works) 2015: 33-41 - [c200]Alfredo Cuzzocrea, Enzo Mumolo, Alessandro Moro, Kazunori Umeda:
A GPU-Based Statistical Framework for Moving Object Segmentation: Implementation, Analysis and Applications. IDCS 2015: 209-220 - [c199]Alfredo Cuzzocrea, Guandong Xu, Giorgio Mario Grasso:
OLAP-enabled web search of complex objects. iiWAS 2015: 70:1-70:10 - [c198]Alfredo Cuzzocrea, Enzo Mumolo, Alessandro Moro, Kazunori Umeda, Gianni Viardo Vercelli:
A Novel Information Fusion Approach for Supporting Shadow Detection in Dynamic Environments. ISMIS 2015: 353-363 - [c197]Marwan Hassani, Pascal Spaus, Alfredo Cuzzocrea, Thomas Seidl:
Adaptive Stream Clustering Using Incremental Graph Maintenance. BigMine 2015: 49-64 - [c196]Alfredo Cuzzocrea, Zhao Han, Fan Jiang, Carson K. Leung, Hao Zhang:
Edge-based Mining of Frequent Subgraphs from Graph Streams. KES 2015: 573-582 - [c195]Alfredo Cuzzocrea, Carson K. Leung, Richard Kyle MacKinnon:
Approximation to Expected Support of Frequent Itemsets in Mining Probabilistic Sets of Uncertain Data. KES 2015: 613-622 - [c194]Alfredo Cuzzocrea, Giuseppe Psaila, Maurizio Toccu:
Knowledge Discovery from Geo-Located Tweets for Supporting Advanced Big Data Analytics: A Real-Life Experience. MEDI 2015: 285-294 - [c193]Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri:
A Multi-view Learning Approach to the Discovery of Deviant Process Instances. OTM Conferences 2015: 146-165 - [c192]Jesús Manuel Almendros-Jiménez, Alfredo Cuzzocrea:
Towards Flexible Similarity Analysis of XML Data. OTM Workshops 2015: 573-576 - [c191]Alfredo Cuzzocrea:
Computing and Mining ClustCube Cubes Efficiently. PAKDD (2) 2015: 146-161 - [c190]Alfredo Cuzzocrea, Giuseppe Pirrò:
Knowledge-Driven Digital Forensics. SEBD 2015: 36-47 - [c189]Alfredo Cuzzocrea:
Aggregation and multidimensional analysis of big data for large-scale scientific applications: models, issues, analytics, and beyond. SSDBM 2015: 23:1-23:6 - [c188]Alfredo Cuzzocrea:
Temporal Aspects of Big Data Management: State-of-the-Art Analysis and Future Research Directions. TIME 2015: 180-185 - [p7]Alfredo Cuzzocrea:
Privacy-Preserving Big Data Management: The Case of OLAP. Big Data - Algorithms, Analytics, and Applications 2015: 301-326 - [e24]Kuan-Ching Li, Hai Jiang, Laurence T. Yang, Alfredo Cuzzocrea:
Big Data - Algorithms, Analytics, and Applications. Chapman and Hall/CRC 2015, ISBN 978-0-4291-7401-8 [contents] - [e23]Abdelkader Hameurlain, Josef Küng, Roland R. Wagner, Alfredo Cuzzocrea, Umeshwar Dayal:
Transactions on Large-Scale Data- and Knowledge-Centered Systems XXI - Selected Papers from DaWaK 2012. Lecture Notes in Computer Science 9260, Springer 2015, ISBN 978-3-662-47803-5 [contents] - 2014
- [j41]Alfredo Cuzzocrea:
Innovative methods and algorithms for advanced data-intensive computing. Future Gener. Comput. Syst. 37: 60-63 (2014) - [j40]Alfredo Cuzzocrea, Carson Kai-Sang Leung, Richard Kyle MacKinnon:
Mining constrained frequent itemsets from distributed uncertain data. Future Gener. Comput. Syst. 37: 117-126 (2014) - [j39]Alfredo Cuzzocrea, Dimitrios Gunopulos:
A Decomposition Framework for Computing and Querying Multidimensional OLAP Data Cubes over Probabilistic Relational Data. Fundam. Informaticae 132(2): 239-266 (2014) - [j38]Alfredo Cuzzocrea, Zbigniew W. Ras:
Preface. Fundam. Informaticae 132(2) (2014) - [j37]Alfredo Cuzzocrea:
Models and Algorithms for High-Performance Data Management and Mining on Computational Grids and Clouds. J. Grid Comput. 12(3): 443-445 (2014) - [j36]Alfredo Cuzzocrea:
Optimization issues of querying and evolving sensor and stream databases. Inf. Syst. 39: 196-198 (2014) - [j35]Jerzy Stefanowski, Alfredo Cuzzocrea, Dominik Slezak:
Processing and mining complex data streams. Inf. Sci. 285: 63-65 (2014) - [j34]Soumia Benkrid, Ladjel Bellatreche, Alfredo Cuzzocrea:
A Global Paradigm for Designing Parallel Relational Data Warehouses in Distributed Environments. Trans. Large Scale Data Knowl. Centered Syst. 15: 64-101 (2014) - [c187]Alfredo Cuzzocrea, Fan Jiang, Wookey Lee, Carson Kai-Sang Leung:
Efficient Frequent Itemset Mining from Dense Data Streams. APWeb 2014: 593-601 - [c186]Alfredo Cuzzocrea, Giorgio Mario Grasso, Andrea Nucita:
A Framework for Supporting the Distributed Management of Big Clinical Data. BODYNETS 2014 - [c185]Alfredo Cuzzocrea, Rim Moussa:
A Cloud-Based Framework for Supporting Effective and Efficient OLAP in Big Data Environments. CCGRID 2014: 680-684 - [c184]Suvarna Bothe, Alfredo Cuzzocrea, Panagiotis Karras, Akrivi Vlachou:
Skyline Query Processing over Encrypted Data: An Attribute-Order-Preserving-Free Approach. PSBD@CIKM 2014: 37-43 - [c183]Alfredo Cuzzocrea:
Privacy and Security of Big Data: Current Challenges and Future Research Perspectives. PSBD@CIKM 2014: 45-47 - [c182]Alfredo Cuzzocrea:
PSBD 2014: Overview of the 1st International Workshop on Privacy and Security of Big Data. CIKM 2014: 2100-2101 - [c181]Ahcène Boukorca, Ladjel Bellatreche, Alfredo Cuzzocrea:
SLEMAS: An Approach for Selecting Materialized Views Under Query Scheduling Constraints. COMAD 2014: 66-73 - [c180]Bruno Oliveira, Orlando Belo, Alfredo Cuzzocrea:
A Pattern-Oriented Approach for Supporting ETL Conceptual Modelling and Its YAWL-based Implementation. DATA 2014: 408-415 - [c179]Alfredo Cuzzocrea, Nickerson Ferreira, Pedro Furtado:
Real-Time Data Warehousing: A Rewrite/Merge Approach. DaWaK 2014: 78-88 - [c178]Alfredo Cuzzocrea, Il-Yeol Song:
Big Graph Analytics: The State of the Art and Future Research Agenda. DOLAP 2014: 99-101 - [c177]Qi Gu, Yan Zhang, Jian Cao, Guandong Xu, Alfredo Cuzzocrea:
A confidence-based entity resolution approach with incomplete information. DSAA 2014: 97-103 - [c176]Juan J. Cameron, Alfredo Cuzzocrea, Fan Jiang, Carson Kai-Sang Leung:
Frequent Pattern Mining from Dense Graph Streams. EDBT/ICDT Workshops 2014: 240-247 - [c175]Alfredo Cuzzocrea, Carson Kai-Sang Leung, Syed Khairuzzaman Tanbeer:
Mining of Diverse Social Entities from Linked Data. EDBT/ICDT Workshops 2014: 269-274 - [c174]Alfredo Cuzzocrea, Gianluca Moro, Claudio Sartori:
Improved Recovery Management and Routing in W-Grid, a Distributed Infrastructure for Effective and Efficient Multidimensional Data Management over Wireless Ad-Hoc Sensor Networks. Globe 2014: 73-84 - [c173]Alfredo Cuzzocrea, Hendrik Decker, Francesc D. Muñoz-Escoí:
Scalable Uncertainty-Tolerant Business Rules. HAIS 2014: 179-190 - [c172]Alfredo Cuzzocrea, Elisa Bertino:
Theory-Inspired Optimizations for Privacy Preserving Distributed OLAP Algorithms. HAIS 2014: 439-453 - [c171]Alfredo Cuzzocrea, Guandong Xu:
Towards a Framework for Supporting Web Search of Complex Objects via Multidimensional Paradigms. ICCSA (Workshops/Short Papers/Posters) 2014: 217-220 - [c170]Orlando Belo, Alfredo Cuzzocrea, Bruno Oliveira:
Modeling and Supporting ETL Processes via a Pattern-Oriented, Task-Reusable Framework. ICTAI 2014: 960-966 - [c169]Alfredo Cuzzocrea, José Cecílio, Pedro Furtado:
An Effective and Efficient Middleware for Supporting Distributed Query Processing in Large-Scale Cyber-Physical Systems. IDCS 2014: 124-135 - [c168]Alfredo Cuzzocrea, Vincenzo Rodinò:
Interoperability of Security-Aware Web Service Business Processes: Case Studies and Empirical Evaluation. IDCS 2014: 285-299 - [c167]Alfredo Cuzzocrea, Mohamed Medhat Gaber, Ary Mazharuddin Shiddiqi:
Adaptive data stream mining for wireless sensor networks. IDEAS 2014: 284-287 - [c166]Alfredo Cuzzocrea, Nickerson Ferreira, Pedro Furtado:
Enhancing Traditional Data Warehousing Architectures with Real-Time Capabilities. ISMIS 2014: 456-465 - [c165]Peter Braun, Alfredo Cuzzocrea, Carson Kai-Sang Leung, Richard Kyle MacKinnon, Syed Khairuzzaman Tanbeer:
A Tree-based Algorithm for Mining Diverse Social Entities. KES 2014: 223-232 - [c164]Peter Braun, Juan J. Cameron, Alfredo Cuzzocrea, Fan Jiang, Carson Kai-Sang Leung:
Effectively and Efficiently Mining Frequent Patterns from Dense Graph Streams on Disk. KES 2014: 338-347 - [c163]Alfredo Cuzzocrea:
Big Data Mining or Turning Data Mining into Predictive Analytics from Large-Scale 3Vs Data: The Future Challenge for Knowledge Discovery. MEDI 2014: 4-8 - [c162]Giorgio Mario Grasso, Alfredo Cuzzocrea, Andrea Nucita:
A Patient-Centric Distributed Architecture for Electronic Health Record Systems. NBiS 2014: 83-90 - [c161]Alfredo Cuzzocrea, José Cecílio, Pedro Furtado:
StreamOp: An Innovative Middleware for Supporting Data Management and Query Functionalities over Sensor Network Streams Efficiently. NBiS 2014: 310-317 - [c160]Alfredo Cuzzocrea, Elisa Bertino:
A Comprehensive Theoretical Framework for Privacy Preserving Distributed OLAP. OTM Workshops 2014: 117-136 - [c159]Alfredo Cuzzocrea, Guandong Xu:
A Novel Heuristic Scheme for Modeling and Managing Time Bound Constraints in Data-Intensive Grid and Cloud Infrastructures. OTM Workshops 2014: 172-191 - [c158]Alfredo Cuzzocrea, Vincenzo Rodinò:
Data-Driven Possible-Worlds Semantics for OLAP over Uncertain and Imprecise Multidimensional Data Streams. SEBD 2014: 29-36 - [c157]Alfredo Cuzzocrea, Dimitrios Gunopulos, Vincenzo Rodinò:
Tree-based Distance Clustering over Distributed Database Objects. SEBD 2014: 131-138 - [c156]Alfredo Cuzzocrea, Marcello Di Stefano, Paolo Fosci, Giuseppe Psaila:
Enhanced query processing for NoSQL crowdsourcing systems. SoCPaR 2014: 453-458 - [c155]Alfredo Cuzzocrea, Claudia Diamantini, Laura Genga, Domenico Potena, Emanuele Storti:
A composite methodology for supporting collaboration pattern discovery via semantic enrichment and multidimensional analysis. SoCPaR 2014: 459-464 - [e22]Alfredo Cuzzocrea:
Proceedings of the First International Workshop on Privacy and Secuirty of Big Data, PSBD@CIKM 2014, Shanghai, China, November 7, 2014. ACM 2014, ISBN 978-1-4503-1583-8 [contents] - [e21]Il-Yeol Song, Alkis Simitsis, Alfredo Cuzzocrea:
Proceedings of the 17th International Workshop on Data Warehousing and OLAP, DOLAP 2014, Shanghai, China, November 3-7, 2014. ACM 2014, ISBN 978-1-4503-0999-8 [contents] - [e20]Giancarlo Fortino, Giuseppe Di Fatta, Wenfeng Li, Sergio F. Ochoa, Alfredo Cuzzocrea, Mukaddim Pathan:
Internet and Distributed Computing Systems - 7th International Conference, IDCS 2014, Calabria, Italy, September 22-24, 2014. Proceedings. Lecture Notes in Computer Science 8729, Springer 2014, ISBN 978-3-319-11691-4 [contents] - [e19]Robert Meersman, Hervé Panetto, Tharam S. Dillon, Michele Missikoff, Lin Liu, Oscar Pastor, Alfredo Cuzzocrea, Timos K. Sellis:
On the Move to Meaningful Internet Systems: OTM 2014 Conferences - Confederated International Conferences: CoopIS, and ODBASE 2014, Amantea, Italy, October 27-31, 2014, Proceedings. Lecture Notes in Computer Science 8841, Springer 2014, ISBN 978-3-662-45562-3 [contents] - 2013
- [j33]Yang Xiang, Alfredo Cuzzocrea, Michael Hobbs, Laurence T. Yang:
Advances in parallel, distributed, embedded, and ubiquitous systems. Concurr. Comput. Pract. Exp. 25(14): 1985-1986 (2013) - [j32]Alfredo Cuzzocrea, Domenico Saccà:
Exploiting compression and approximation paradigms for effective and efficient online analytical processing over sensor network readings in data grid environments. Concurr. Comput. Pract. Exp. 25(14): 2016-2035 (2013) - [j31]Alfredo Cuzzocrea:
Advances in Managing, Updating and Querying Uncertain and Imprecise Sensor and Stream Databases. Inf. Syst. 38(8): 1184-1186 (2013) - [j30]Alfredo Cuzzocrea:
Theoretical and practical aspects of warehousing, querying and mining sensor and streaming data. J. Comput. Syst. Sci. 79(3): 309-311 (2013) - [j29]Georgios Chatzimilioudis, Alfredo Cuzzocrea, Dimitrios Gunopulos, Nikos Mamoulis:
A novel distributed framework for optimizing query routing trees in wireless sensor networks via optimal operator placement. J. Comput. Syst. Sci. 79(3): 349-368 (2013) - [j28]Marie-Aude Aufaure, Alfredo Cuzzocrea, Cécile Favre, Patrick Marcel, Rokia Missaoui:
An Envisioned Approach for Modeling and Supporting User-Centric Query Activities on Data Warehouses. Int. J. Data Warehous. Min. 9(2): 89-109 (2013) - [j27]Alfredo Cuzzocrea:
Models and algorithms for high-performance distributed data mining. J. Parallel Distributed Comput. 73(3): 281-283 (2013) - [j26]Stéphane Bressan, Alfredo Cuzzocrea, Panagiotis Karras, Xuesong Lu, Sadegh Heyrani-Nobari:
An effective and efficient parallel approach for random graph generation over GPUs. J. Parallel Distributed Comput. 73(3): 303-316 (2013) - [j25]Carson Kai-Sang Leung, Alfredo Cuzzocrea, Fan Jiang:
Discovering Frequent Patterns from Uncertain Data Streams with Time-Fading and Landmark Models. Trans. Large Scale Data Knowl. Centered Syst. 8: 174-196 (2013) - [c154]Soumia Benkrid, Ladjel Bellatreche, Alfredo Cuzzocrea:
Designing Parallel Relational Data Warehouses: A Global, Comprehensive Approach. ADBIS (2) 2013: 141-150 - [c153]Alfredo Cuzzocrea, Gianluca Moro, Claudio Sartori:
Energy Efficiency in W-Grid Data-Centric Sensor Networks via Workload Balancing. APWeb 2013: 31-42 - [c152]Mirel Cosulschi, Alfredo Cuzzocrea, Roberto De Virgilio:
Implementing BFS-based Traversals of RDF Graphs over MapReduce Efficiently. CCGRID 2013: 569-574 - [c151]Alfredo Cuzzocrea, Giancarlo Fortino, Omer F. Rana:
Managing Data and Processes in Cloud-Enabled Large-Scale Sensor Networks: State-of-the-Art and Future Research Directions. CCGRID 2013: 583-588 - [c150]Ladjel Bellatreche, Alfredo Cuzzocrea, Il-Yeol Song:
DOLAP 2013 workshop summary. CIKM 2013: 2541-2542 - [c149]Alfredo Cuzzocrea, Rim Moussa:
Multidimensional Database Design via Schema Transformation: Turning TPC-H into the TPC-H*d Multidimensional Benchmark. COMAD 2013: 56-67 - [c148]Alfredo Cuzzocrea, Rim Moussa, Hejer Akaichi:
AutoMDB: A Framework for Automated Multidimensional Database Design via Schema Transformation. COMAD 2013: 93-94 - [c147]Alfredo Cuzzocrea, Elisa Bertino:
Further Theoretical Contributions to a Privacy Preserving Distributed OLAP Framework. COMPSAC 2013: 234-239 - [c146]Alfredo Cuzzocrea:
Analytics over Big Data: Exploring the Convergence of DataWarehousing, OLAP and Data-Intensive Cloud Infrastructures. COMPSAC 2013: 481-483 - [c145]Alfredo Cuzzocrea:
Approximate OLAP Query Processing over Uncertain and Imprecise Multidimensional Data Streams. DEXA (2) 2013: 156-173 - [c144]Alfredo Cuzzocrea, Ladjel Bellatreche, Il-Yeol Song:
Data warehousing and OLAP over big data: current challenges and future research directions. DOLAP 2013: 67-70 - [c143]Soumia Benkrid, Ladjel Bellatreche, Alfredo Cuzzocrea:
Omniscience dans la Conception des Entrepôts de Données Parallèles sur un Cluster. EDA 2013: 43-52 - [c142]Alfredo Cuzzocrea, Francesco Folino:
Community evolution detection in time-evolving information networks. EDBT/ICDT Workshops 2013: 93-96 - [c141]Ladjel Bellatreche, Rima Bouchakri, Alfredo Cuzzocrea, Sofian Maabout:
Incremental Algorithms for Selecting Horizontal Schemas of Data Warehouses: The Dynamic Case. Globe 2013: 13-25 - [c140]Alfredo Cuzzocrea, Robson do Nascimento Fidalgo:
Comparative Analysis of State-of-the-Art Spatial Data Warehouse Meta-models - Catching the Expressive Power of SDW Schemas!. ICEIS (2) 2013: 302-309 - [c139]Alfredo Cuzzocrea, Francesco Folino, Clara Pizzuti:
DynamicNet: an effective and efficient algorithm for supporting community evolution detection in time-evolving information networks. IDEAS 2013: 148-153 - [c138]Alfredo Cuzzocrea, Domenico Saccà, Jeffrey D. Ullman:
Big data: a research agenda. IDEAS 2013: 198-203 - [c137]Alfredo Cuzzocrea, Davood Zall:
Parallel Coordinates Technique in Visual Data Mining: Advantages, Disadvantages and Combinations. IV 2013: 278-284 - [c136]Alfredo Cuzzocrea, Rim Moussa, Guandong Xu:
OLAP*: Effectively and Efficiently Supporting Parallel OLAP over Big Data. MEDI 2013: 38-49 - [c135]Juan J. Cameron, Alfredo Cuzzocrea, Carson Kai-Sang Leung:
Stream mining of frequent sets with limited memory. SAC 2013: 173-175 - [c134]Ladjel Bellatreche, Rima Bouchakri, Alfredo Cuzzocrea, Sofian Maabout:
Horizontal partitioning of very-large data warehouses under dynamically-changing query workloads via incremental algorithms. SAC 2013: 208-210 - [c133]Alfredo Cuzzocrea, Andrea Nucita:
An Integrated Approach for Answering Range Queries over Incomplete Spatial Databases Efficiently. SEBD 2013: 87-94 - [c132]Antonio Bevacqua, Marco Carnuccio, Alfredo Cuzzocrea, Riccardo Ortale, Ettore Ritacco:
A Semantic-based Framework for Supporting Interaction and Cooperation in Content-Based Web3.0 Applications. SEBD 2013: 131-138 - [c131]Alfredo Cuzzocrea:
Data Compression Techniques and Algorithms for Effectively and Efficiently Managing Multidimensional Stream Cubes over Grids. SKG 2013: 173-177 - [c130]Alfredo Cuzzocrea, Shane Leo Francis, Mohamed Medhat Gaber:
An Information-Theoretic Approach for Setting the Optimal Number of Decision Trees in Random Forests. SMC 2013: 1013-1019 - [c129]Alfredo Cuzzocrea, Marcello Di Stefano, Paolo Fosci, Giuseppe Psaila:
Effectively and efficiently supporting crowd-enabled databases via NoSQL paradigms. SSW@VLDB 2013: 7:1-7:5 - [c128]Juan J. Cameron, Alfredo Cuzzocrea, Fan Jiang, Carson Kai-Sang Leung:
Mining Frequent Itemsets from Sparse Data Streams in Limited Memory Environments. WAIM 2013: 51-57 - [c127]Zhiang Wu, Wenpeng Yin, Jie Cao, Guandong Xu, Alfredo Cuzzocrea:
Community Detection in Multi-relational Social Networks. WISE (2) 2013: 43-56 - [p6]Alfredo Cuzzocrea:
A Theoretically-Sound Approach for OLAPing Uncertain and Imprecise Multidimensional Data Streams. Advances in Probabilistic Databases for Uncertain Information Management 2013: 109-129 - [e18]Alfredo Cuzzocrea, Christian Kittl, Dimitris E. Simos, Edgar R. Weippl, Lida Xu:
Availability, Reliability, and Security in Information Systems and HCI - IFIP WG 8.4, 8.9, TC 5 International Cross-Domain Conference, CD-ARES 2013, Regensburg, Germany, September 2-6, 2013. Proceedings. Lecture Notes in Computer Science 8127, Springer 2013, ISBN 978-3-642-40510-5 [contents] - [e17]Alfredo Cuzzocrea, Christian Kittl, Dimitris E. Simos, Edgar R. Weippl, Lida Xu:
Security Engineering and Intelligence Informatics - CD-ARES 2013 Workshops: MoCrySEn and SeCIHD, Regensburg, Germany, September 2-6, 2013. Proceedings. Lecture Notes in Computer Science 8128, Springer 2013, ISBN 978-3-642-40587-7 [contents] - [e16]Il-Yeol Song, Ladjel Bellatreche, Alfredo Cuzzocrea:
Proceedings of the sixteenth international workshop on Data warehousing and OLAP, DOLAP 2013, San Francisco, CA, USA, October 28, 2013. ACM 2013, ISBN 978-1-4503-2412-0 [contents] - [e15]Ebad Banissi, Hanane Azzag, Mark W. McK. Bannatyne, Stefan Bertschi, Fatma Bouali, Remo Burkhard, John Counsell, Alfredo Cuzzocrea, Martin J. Eppler, Barbara Hammer, Mustapha Lebbah, Francis T. Marchese, Muhammad Sarfraz, Anna Ursyn, Gilles Venturini, Theodor G. Wyeld:
17th International Conference on Information Visualisation, IV 2013, London, United Kingdom, July 16-18, 2013. IEEE Computer Society 2013, ISBN 978-0-7695-5049-7 [contents] - [e14]Alfredo Cuzzocrea, Sofian Maabout:
Model and Data Engineering - Third International Conference, MEDI 2013, Amantea, Italy, September 25-27, 2013. Proceedings. Lecture Notes in Computer Science 8216, Springer 2013, ISBN 978-3-642-41365-0 [contents] - [e13]Abdelkader Hameurlain, Josef Küng, Roland R. Wagner, Alfredo Cuzzocrea, Umeshwar Dayal:
Transactions on Large-Scale Data- and Knowledge-Centered Systems VIII - Special Issue on Advances in Data Warehousing and Knowledge Discovery. Lecture Notes in Computer Science 7790, Springer 2013, ISBN 978-3-642-37573-6 [contents] - 2012
- [j24]Alfredo Cuzzocrea, Donghwi Lee, Pascal Lorenz, Yasushi Kambayashi:
Introduction to special issue: ICISA 2010. Clust. Comput. 15(1): 1 (2012) - [j23]Alfredo Cuzzocrea:
Intelligent knowledge-based models and methodologies for complex information systems. Inf. Sci. 194: 1-3 (2012) - [j22]Ladjel Bellatreche, Alfredo Cuzzocrea, Soumia Benkrid:
Effectively and Efficiently Designing and Querying Parallel Relational Data Warehouses on Heterogeneous Database Clusters: The F&A Approach. J. Database Manag. 23(4): 17-51 (2012) - [j21]Alfredo Cuzzocrea:
Intelligent algorithms for data-centric sensor networks. J. Netw. Comput. Appl. 35(4): 1175-1176 (2012) - [j20]Alfredo Cuzzocrea, Alexis Papadimitriou, Dimitrios Katsaros, Yannis Manolopoulos:
Edge betweenness centrality: A novel algorithm for QoS-based topology control over wireless sensor networks. J. Netw. Comput. Appl. 35(4): 1210-1217 (2012) - [c126]Alfredo Cuzzocrea:
Approximation Algorithms for Massive High-Rate Data Streams. ADBIS Workshops 2012: 59-68 - [c125]Antonio Bevacqua, Marco Carnuccio, Alfredo Cuzzocrea, Riccardo Ortale, Ettore Ritacco:
Enforcing Interaction and Cooperation in Content-Based Web3.0 Applications. APWeb 2012: 472-483 - [c124]Alfredo Cuzzocrea, Robson do Nascimento Fidalgo:
SDWM: An Enhanced Spatial Data Warehouse Metamodel. CAiSE Forum 2012: 32-39 - [c123]Byunggu Yu, Alfredo Cuzzocrea, Dong Hyun Jeong, Sergey Maydebura:
On Managing Very Large Sensor-Network Data Using Bigtable. CCGRID 2012: 918-922 - [c122]Ladjel Bellatreche, Soumia Benkrid, Alain Crolotte, Alfredo Cuzzocrea, Ahmad Ghazal:
The F&A Methodology and Its Experimental Validation on a Real-Life Parallel Processing Database System. CISIS 2012: 114-121 - [c121]Alfredo Cuzzocrea, Robson do Nascimento Fidalgo:
Enhancing Coverage and Expressive Power of Spatial Data Warehousing Modeling: The SDWM Approach. DaWaK 2012: 15-29 - [c120]Alfredo Cuzzocrea, Paolo Serafino:
Enhanced clustering of complex database objects in the clustcube framework. DOLAP 2012: 129-136 - [c119]Alfredo Cuzzocrea, Paolo Serafino:
Probabilistic pattern queries over complex probabilistic graphs. EDBT/ICDT Workshops 2012: 131-135 - [c118]Alfredo Cuzzocrea, Elisa Bertino, Domenico Saccà:
Towards a theory for privacy preserving distributed OLAP. EDBT/ICDT Workshops 2012: 221-226 - [c117]Alfredo Cuzzocrea:
Uncertain OLAP over Multidimensional Data Streams: State-of-the-Art Analysis and Research Perspectives. FGIT 2012: 275-282 - [c116]Byunggu Yu, Alfredo Cuzzocrea, Dong Hyun Jeong, Sergey Maydebura:
A Bigtable/MapReduce-Based Cloud Infrastructure for Effectively and Efficiently Managing Large-Scale Sensor Networks. Globe 2012: 25-36 - [c115]Alfredo Cuzzocrea, Hendrik Decker:
Non-linear Data Stream Compression: Foundations and Theoretical Results. HAIS (1) 2012: 622-634 - [c114]Ranjani Nagarajan, Alfredo Cuzzocrea, Mohamed Medhat Gaber:
Deploying Mobile Software Agents for Distributed Data Mining on Wireless Sensor Networks: A Comparative Analysis. ICTAI 2012: 1179-1185 - [c113]Alfredo Cuzzocrea, Mohamed Medhat Gaber:
Data Science and Distributed Intelligence: Recent Developments and Future Insights. IDC 2012: 139-147 - [c112]Alfredo Cuzzocrea, Marco Fisichella:
Polynomial Asymptotic Complexity of Multiple-Objective OLAP Data Cube Compression. IPMU (2) 2012: 580-593 - [c111]Alfredo Cuzzocrea, Carson Kai-Sang Leung:
Efficiently Compressing OLAP Data Cubes via R-Tree Based Recursive Partitions. ISMIS 2012: 455-465 - [c110]Alfredo Cuzzocrea, Giuseppe Manco, Elio Masciari:
Effective Detection of XML Outliers. KES 2012: 1221-1232 - [c109]Alfredo Cuzzocrea, Hendrik Decker, Francesc D. Muñoz-Escoí:
Modeling and Managing Uncertainty in Concurrent Database Transactions. KES 2012: 1263-1272 - [c108]Bhavek P. Budhia, Alfredo Cuzzocrea, Carson Kai-Sang Leung:
Vertical Frequent Pattern Mining from Uncertain Data. KES 2012: 1273-1282 - [c107]Alfredo Cuzzocrea, Domenico Saccà:
A Theoretically-Sound Accuracy/Privacy-Constrained Framework for Computing Privacy Preserving Data Cubes in OLAP Environments. OTM Conferences (2) 2012: 527-548 - [c106]Alfredo Cuzzocrea, Carson Kai-Sang Leung:
Frequent Itemset Mining of Distributed Uncertain Data under User-Defined Constraints. SEBD 2012: 243-250 - [c105]Alfredo Cuzzocrea, Paolo Serafino:
Integrating Clustering Techniques and OLAP Methodologies: The ClustCube Approach. SEBD 2012: 257-264 - [c104]Alfredo Cuzzocrea, Paolo Serafino:
A reachability-based theoretical framework for modeling and querying complex probabilistic graph data. SMC 2012: 1177-1184 - [c103]Alfredo Cuzzocrea, Rubén de Juan-Marín, Hendrik Decker, Francesc D. Muñoz-Escoí:
Managing Uncertainty in Databases and Scaling It Up to Concurrent Transactions. SUM 2012: 30-43 - [c102]Alfredo Cuzzocrea, Alkis Simitsis:
Searching semantic data warehouses: models, issues, architectures. SSW@VLDB 2012: 6 - [c101]Alfredo Cuzzocrea, Marco Fisichella:
Improving Flexibility of Workflow Management Systems via a Policy-enhanced Collaborative Framework. WEBIST 2012: 701-708 - [e12]Alfredo Cuzzocrea, Umeshwar Dayal:
Data Warehousing and Knowledge Discovery - 14th International Conference, DaWaK 2012, Vienna, Austria, September 3-6, 2012. Proceedings. Lecture Notes in Computer Science 7448, Springer 2012, ISBN 978-3-642-32583-0 [contents] - [e11]Tai-Hoon Kim, Jianhua Ma, Wai-Chi Fang, Yanchun Zhang, Alfredo Cuzzocrea:
Computer Applications for Database, Education, and Ubiquitous Computing - International Conferences, EL, DTA and UNESST 2012, Held as Part of the Future Generation Information Technology Conference, FGIT 2012, Gangneug, Korea, December 16-19, 2012. Proceedings. Communications in Computer and Information Science 352, Springer 2012, ISBN 978-3-642-35602-5 [contents] - [e10]Leszek A. Maciaszek, Alfredo Cuzzocrea, José Cordeiro:
ICEIS 2012 - Proceedings of the 14th International Conference on Enterprise Information Systems, Volume 1, Wroclaw, Poland, 28 June - 1 July, 2012. SciTePress 2012, ISBN 978-989-8565-10-5 [contents] - [e9]Leszek A. Maciaszek, Alfredo Cuzzocrea, José Cordeiro:
ICEIS 2012 - Proceedings of the 14th International Conference on Enterprise Information Systems, Volume 2, Wroclaw, Poland, 28 June - 1 July, 2012. SciTePress 2012, ISBN 978-989-8565-11-2 [contents] - [e8]Leszek A. Maciaszek, Alfredo Cuzzocrea, José Cordeiro:
ICEIS 2012 - Proceedings of the 14th International Conference on Enterprise Information Systems, Volume 3, Wroclaw, Poland, 28 June - 1 July, 2012. SciTePress 2012, ISBN 978-989-8565-12-9 [contents] - 2011
- [j19]Alfredo Cuzzocrea:
A framework for modeling and supporting data transformation services over data and knowledge grids with real-time bound constraints. Concurr. Comput. Pract. Exp. 23(5): 436-457 (2011) - [j18]Alfredo Cuzzocrea:
Pushing artificial intelligence in database and data warehouse systems. Data Knowl. Eng. 70(8): 683-684 (2011) - [j17]Alfredo Cuzzocrea, Andrea Nucita:
Enhancing accuracy and expressive power of range query answers over incomplete spatial databases via a novel reasoning approach. Data Knowl. Eng. 70(8): 702-716 (2011) - [j16]Alfredo Cuzzocrea, Jose-Norberto Mazón, Juan Trujillo, José Jacobo Zubcoff:
Model-driven data mining engineering: from solution-driven implementations to 'composable' conceptual data mining models. Int. J. Data Min. Model. Manag. 3(3): 217-251 (2011) - [j15]Alfredo Cuzzocrea, David Taniar:
Distributed XML Processing and Management: Theory and Practice. J. Comput. Syst. Sci. 77(6): 933-935 (2011) - [j14]Alfredo Cuzzocrea, Elisa Bertino:
Privacy Preserving OLAP over Distributed XML Data: A Theoretically-Sound Secure-Multiparty-Computation Approach. J. Comput. Syst. Sci. 77(6): 965-987 (2011) - [j13]Alfredo Cuzzocrea:
Data warehousing and knowledge discovery from sensors and streams. Knowl. Inf. Syst. 28(3): 491-493 (2011) - [c100]Alfredo Cuzzocrea, Domenico Saccà:
A Constraint-Based Framework for Computing Privacy Preserving OLAP Aggregations on Data Cubes. ADBIS (2) 2011: 95-106 - [c99]Alfredo Cuzzocrea, Karen C. Davis, Il-Yeol Song:
DOLAP 2011: overview of the 14th international workshop on data warehousing and olap. CIKM 2011: 2645-2646 - [c98]Chao-Tung Yang, Wei-Li Chou, Ching-Hsien Hsu, Alfredo Cuzzocrea:
On Improvement of Cloud Virtual Machine Availability with Virtualization Fault Tolerance Mechanism. CloudCom 2011: 122-129 - [c97]Alfredo Cuzzocrea, Juri Luca De Coi, Marco Fisichella, Dimitrios Skoutas:
Graph-Based Matching of Composite OWL-S Services. DASFAA Workshops 2011: 28-39 - [c96]Alfredo Cuzzocrea, Piera Laura Puglisi:
Record Linkage in Data Warehousing: State-of-the-Art Analysis and Research Perspectives. DEXA Workshops 2011: 121-125 - [c95]Alfredo Cuzzocrea, Il-Yeol Song, Karen C. Davis:
Analytics over large-scale multidimensional data: the big data revolution! DOLAP 2011: 101-104 - [c94]Alfredo Cuzzocrea, Marco Fisichella:
A flexible graph-based approach for matching composite semantic web services. EDBT/ICDT Workshop on Linked Web Data Management 2011: 30-31 - [c93]Ching-Hsien Hsu, Alfredo Cuzzocrea, Shih-Chang Chen:
CAD: An Efficient Data Management and Migration Scheme across Clouds for Data-Intensive Scientific Applications. Globe 2011: 120-134 - [c92]Alfredo Cuzzocrea, Carson Kai-Sang Leung:
Distributed Mining of Constrained Frequent Sets from Uncertain Data. ICA3PP (1) 2011: 40-53 - [c91]Ladjel Bellatreche, Soumia Benkrid, Ahmad Ghazal, Alain Crolotte, Alfredo Cuzzocrea:
Verification of Partitioning and Allocation Techniques on Teradata DBMS. ICA3PP (1) 2011: 158-169 - [c90]Alfredo Cuzzocrea:
A UML-extended Approach for Mining OLAP Data Cubes in Complex Knowledge Discovery Environments. ICEIS (1) 2011: 281-289 - [c89]Alfredo Cuzzocrea, Paolo Serafino:
A family of graph-theory-driven algorithms for managing complex probabilistic graph data efficiently. IDEAS 2011: 240-242 - [c88]Michelangelo Ceci, Alfredo Cuzzocrea, Donato Malerba:
OLAP over Continuous Domains via Density-Based Hierarchical Clustering. KES (2) 2011: 559-570 - [c87]Alfredo Cuzzocrea, Elio Masciari:
Non-separable Transforms for Clustering Trajectories. KES (2) 2011: 571-580 - [c86]Alfredo Cuzzocrea, Domenico Saccà:
Hand-OLAP: Semantics-Aware Compression of Data Cubes for Effective and Efficient OLAP in Mobile Enviroments. Mobile Data Management (1) 2011: 345-348 - [c85]Alfredo Cuzzocrea:
Privacy preserving OLAP: Models, issues, algorithms. MIPRO 2011: 1538-1543 - [c84]Alfredo Cuzzocrea, Paolo Serafino:
ClustCube: an OLAP-based framework for clustering and mining complex database objects. SAC 2011: 976-982 - [c83]Michelangelo Ceci, Alfredo Cuzzocrea, Donato Malerba:
Supporting Roll-Up and Drill-Down Operations over OLAP Data Cubes with Continuous Dimensions via Density-Based Hierarchical Clustering. SEBD 2011: 57-65 - [c82]Alfredo Cuzzocrea, Dimitrios Gunopulos, Saverio Manti:
Computing Multidimensional OLAP Data Cubes over Probabilistic Relational Data: A Decomposition Approach. SEBD 2011: 76- - [c81]Alfredo Cuzzocrea, Domenico Saccà, Vincenzo Rodinò:
Computing Privacy Preserving OLAP Aggregations on Data Cubes: A Constraint-Based Approach . SEBD 2011: 405-412 - [c80]Alfredo Cuzzocrea, Marco Fisichella:
Discovering semantic Web services via advanced graph-based matching. SMC 2011: 608-615 - [c79]Marco Fisichella, Avaré Stewart, Alfredo Cuzzocrea, Kerstin Denecke:
Detecting Health Events on the Social Web to Enable Epidemic Intelligence. SPIRE 2011: 87-103 - [c78]Alfredo Cuzzocrea:
Retrieving Accurate Estimates to OLAP Queries over Uncertain and Imprecise Multidimensional Data Streams. SSDBM 2011: 575-576 - [p5]Gianni Costa, Alfredo Cuzzocrea, Giuseppe Manco, Riccardo Ortale:
Data De-duplication: A Review. Learning Structure and Schemas from Documents 2011: 385-412 - [e7]Alfredo Cuzzocrea, Umeshwar Dayal:
Data Warehousing and Knowledge Discovery - 13th International Conference, DaWaK 2011, Toulouse, France, August 29-September 2,2011. Proceedings. Lecture Notes in Computer Science 6862, Springer 2011, ISBN 978-3-642-23543-6 [contents] - [e6]Il-Yeol Song, Alfredo Cuzzocrea, Karen C. Davis:
DOLAP 2011, ACM 14th International Workshop on Data Warehousing and OLAP, Glasgow, United Kingdom, October 28, 2011, Proceedings. ACM 2011, ISBN 978-1-4503-0963-9 [contents] - [e5]Tai-Hoon Kim, Hojjat Adeli, Alfredo Cuzzocrea, Tughrul Arslan, Yanchun Zhang, Jianhua Ma, Kyo-Il Chung, Siti Mariyam Hj. Shamsuddin, Xiaofeng Song:
Database Theory and Application, Bio-Science and Bio-Technology - International Conferences, DTA and BSBT 2011, Held as Part of the Future Generation Information Technology Conference, FGIT 2001 in Conjunction with GDC 2011, Jeju Island, Korea, December 8-10, 2011. Proceedings. Communications in Computer and Information Science 258, Springer 2011, ISBN 978-3-642-27156-4 [contents] - [e4]Yang Xiang, Alfredo Cuzzocrea, Michael Hobbs, Wanlei Zhou:
Algorithms and Architectures for Parallel Processing - 11th International Conference, ICA3PP, Melbourne, Australia, October 24-26, 2011, Proceedings, Part I. Lecture Notes in Computer Science 7016, Springer 2011, ISBN 978-3-642-24649-4 [contents] - [e3]Yang Xiang, Alfredo Cuzzocrea, Michael Hobbs, Wanlei Zhou:
Algorithms and Architectures for Parallel Processing - 11th International Conference, ICA3PP, Melbourne, Australia, October 24-26, 2011, Proceedings, Part II. Lecture Notes in Computer Science 7017, Springer 2011, ISBN 978-3-642-24668-5 [contents] - 2010
- [j12]Alfredo Cuzzocrea:
Advanced knowledge-based systems. Data Knowl. Eng. 69(7): 661-663 (2010) - [j11]Alfredo Cuzzocrea, Sharma Chakravarthy:
Event-based lossy compression for effective and efficient OLAP over data streams. Data Knowl. Eng. 69(7): 678-708 (2010) - [j10]Alfredo Cuzzocrea:
A top-down approach for compressing data cubes under the simultaneous evaluation of multiple hierarchical range queries. J. Intell. Inf. Syst. 34(3): 305-343 (2010) - [c77]Alfredo Cuzzocrea, Dimitrios Gunopulos:
Efficiently Computing and Querying Multidimensional OLAP Data Cubes over Probabilistic Relational Data. ADBIS 2010: 132-148 - [c76]Ladjel Bellatreche, Alfredo Cuzzocrea, Soumia Benkrid:
F&A: A Methodology for Effectively and Efficiently Designing Parallel Relational Data Warehouses on Heterogenous Database Clusters. DaWak 2010: 89-104 - [c75]Alfredo Cuzzocrea:
OLAP Over Uncertain and Imprecise Data: Fundamental Issues and Novel Research Perspectives. DEXA Workshops 2010: 331-336 - [c74]Alfredo Cuzzocrea, Domenico Saccà:
Balancing accuracy and privacy of OLAP aggregations on data cubes. DOLAP 2010: 93-98 - [c73]Alfredo Cuzzocrea:
OLAP Data Cube Compression Techniques: A Ten-Year-Long History. FGIT 2010: 751-754 - [c72]Ladjel Bellatreche, Alfredo Cuzzocrea, Soumia Benkrid:
Query Optimization over Parallel Relational Data Warehouses in Distributed Environments by Simultaneous Fragmentation and Allocation. ICA3PP (1) 2010: 124-135 - [c71]Alfredo Cuzzocrea, Francesco Folino, Luigi Pontieri:
Effective Analysis of Flexible Collaboration Processes by Way of Abstraction and Mining Techniques. ICEIS (2) 2010: 157-166 - [c70]Alfredo Cuzzocrea, Alessandra De Luca, Salvatore Iiritano:
A Process-driven Methodology for Modeling Service-oriented Complex Information Systems. ICEIS (3) 2010: 390-398 - [c69]Georgios Chatzimilioudis, Alfredo Cuzzocrea, Dimitrios Gunopulos:
Optimizing Query Routing Trees in Wireless Sensor Networks. ICTAI (2) 2010: 315-322 - [c68]Alfredo Cuzzocrea, Mohand-Said Hacid, Nicola Grillo:
Effectively and efficiently selecting access control rules on materialized views over relational databases. IDEAS 2010: 225-235 - [c67]Alfredo Cuzzocrea, Mohand-Said Hacid, Nicola Grillo:
Inheriting Access Control Rules from Large Relational Databases to Materialized Views Automatically. KES (3) 2010: 426-437 - [c66]Alfredo Cuzzocrea, Elisa Bertino:
A secure multiparty computation privacy preserving OLAP framework over distributed XML data. SAC 2010: 1666-1673 - [c65]Alfredo Cuzzocrea, Domenico Saccà, Paolo Serafino:
Integrating Semantics within Compressed OLAP Views in the Hand-OLAP System (Extended Abstract). SEBD 2010: 282-289 - [c64]Alfredo Cuzzocrea, Paolo Serafino:
Computing OLAP Aggregates over Multidimensional Data Streams Efficiently (Extended Abstract). SEBD 2010: 298-305 - [p4]Alfredo Cuzzocrea:
LSA-Based Compression of Data Cubes for Efficient Approximate Range-SUM Query Answering in OLAP. Advances in Intelligent Information Systems 2010: 111-145 - [e2]Yanchun Zhang, Alfredo Cuzzocrea, Jianhua Ma, Kyo-Il Chung, Tughrul Arslan, Xiaofeng Song:
Database Theory and Application, Bio-Science and Bio-Technology - International Conferences, DTA and BSBT 2010, Held as Part of the Future Generation Information Technology Conference, FGIT 2010, Jeju Island, Korea, December 13-15, 2010. Proceedings. Communications in Computer and Information Science 118, Springer 2010, ISBN 978-3-642-17621-0 [contents]
2000 – 2009
- 2009
- [j9]Alfredo Cuzzocrea, Jérôme Darmont, Hadj Mahboubi:
Fragmenting very large XML data warehouses via K-means clustering algorithm. Int. J. Bus. Intell. Data Min. 4(3/4): 301-328 (2009) - [j8]Alfredo Cuzzocrea, Filippo Furfaro, Domenico Saccà:
Enabling OLAP in mobile environments via intelligent data cube compression techniques. J. Intell. Inf. Syst. 33(2): 95-143 (2009) - [c63]Alfredo Cuzzocrea:
CAMS: OLAPing Multidimensional Data Streams Efficiently. DaWaK 2009: 48-62 - [c62]Alfredo Cuzzocrea:
Cubing Algorithms for XML Data. DEXA Workshops 2009: 407-411 - [c61]Alfredo Cuzzocrea, Paolo Serafino:
LCS-Hist: taming massive high-dimensional data cube compression. EDBT 2009: 768-779 - [c60]Alfredo Cuzzocrea, Andrea Nucita:
Reasoning on Incompleteness of Spatial Information for Effectively and Efficiently Answering Range Queries over Incomplete Spatial Databases. FQAS 2009: 37-52 - [c59]Alfredo Cuzzocrea:
s-OLAP: Approximate OLAP Query Evaluation on Very Large Data Warehouses via Dimensionality Reduction and Probabilistic Synopses. ICEIS 2009: 248-262 - [c58]Elisa Bertino, Alfredo Cuzzocrea:
Privacy Preserving OLAP over Distributed XML Documents. ICPP Workshops 2009: 603-611 - [c57]Gianni Costa, Alfredo Cuzzocrea, Giuseppe Manco, Riccardo Ortale:
Clustering Relational Data: A Transactional Approach. ICTAI 2009: 25-32 - [c56]Alfredo Cuzzocrea, Domenico Saccà:
Delivering Semantics-aware Compressed OLAP Views in Mobile Environments with Hand-OLAP. ICTAI 2009: 206-213 - [c55]Alfredo Cuzzocrea, Andrea Nucita:
I-SQE: A Query Engine for Answering Range Queries over Incomplete Spatial Databases. KES (2) 2009: 91-101 - [c54]Alfredo Cuzzocrea, Dimitrios Katsaros, Yannis Manolopoulos, Alexis Papadimitriou:
EBC: A Topology Control Algorithm for Achieving High QoS in Sensor Networks. QSHINE 2009: 613-626 - [c53]Alfredo Cuzzocrea, Paolo Serafino:
Histogram-based Compression of Massive High-Dimensional OLAP Data Cubes. SEBD 2009: 341-348 - [c52]Alfredo Cuzzocrea, Vincenzo Russo, Domenico Saccà:
Privacy Preserving OLAP by Sampling. SEBD 2009: 373-380 - [p3]Alfredo Cuzzocrea:
Modeling and Querying XMLBased P2P Information Systems. The Semantic Web for Knowledge and Data Management 2009: 207-242 - [p2]Alfredo Cuzzocrea:
Histogram-Based Compression of Databases and Data Cubes. Database Technologies: Concepts, Methodologies, Tools, and Applications 2009: 165-178 - [p1]Alfredo Cuzzocrea, Wei Wang:
Pushing Theoretically-Founded Probabilistic Guarantees in. New Trends in Data Warehousing and Data Analysis 2009: 1-30 - [e1]Qiming Chen, Alfredo Cuzzocrea, Takahiro Hara, Ela Hunt, Manuela Popescu:
The First International Conference on Advances in Databases, Knowledge, and Data Applications, DBKDS 2009, Gosier, Guadeloupe, France, 1-6 March 2009. IEEE Computer Society 2009, ISBN 978-0-7695-3550-0 [contents] - [r4]Alfredo Cuzzocrea:
Data Cube Compression Techniques. Encyclopedia of Data Warehousing and Mining 2009: 367-373 - [r3]Alfredo Cuzzocrea, Svetlana Mansmann:
OLAP Visualization. Encyclopedia of Data Warehousing and Mining 2009: 1439-1446 - [r2]Alfredo Cuzzocrea, Vincenzo Russo:
Privacy Preserving OLAP and OLAP Security. Encyclopedia of Data Warehousing and Mining 2009: 1575-1581 - [r1]Alfredo Cuzzocrea:
View Selection in DW and OLAP. Encyclopedia of Data Warehousing and Mining 2009: 2048-2055 - 2008
- [c51]Alfredo Cuzzocrea:
Multiple-Objective Compression of Data Cubes in Cooperative OLAP Environments. ADBIS 2008: 62-80 - [c50]Alfredo Cuzzocrea:
Towards Real-Time Data Transformation Services over Grids. COMPSAC 2008: 1143-1149 - [c49]Alfredo Cuzzocrea, Vincenzo Russo, Domenico Saccà:
A Robust Sampling-Based Framework for Privacy Preserving OLAP. DaWaK 2008: 97-114 - [c48]Alfredo Cuzzocrea, Filippo Furfaro, Giuseppe M. Mazzeo:
A Probabilistic Approach for Computing Approximate Iceberg Cubes. DEXA 2008: 348-361 - [c47]Alfredo Cuzzocrea, Salvatore Gabriele, Domenico Saccà:
High-Performance Data Management and Efficient Aggregate Query Answering on Environmental Sensor Networks by Computational Grids. DEXA Workshops 2008: 359-364 - [c46]Alfredo Cuzzocrea, Abhas Kumar, Vincenzo Russo:
Experimenting the Query Performance of a Grid-Based Sensor Network Data Warehouse. Globe 2008: 105-119 - [c45]Alfredo Cuzzocrea, Andrea Gualtieri, Domenico Saccà:
A Process-Driven Methodology for Continuous Information Systems Modeling. ICEIS (3-2) 2008: 82-88 - [c44]Alfredo Cuzzocrea, Domenico Saccà:
H-IQTS: a semantics-aware histogram for compressing categorical OLAP data. IDEAS 2008: 209-217 - [c43]Alfredo Cuzzocrea:
Top-Down Compression of Data Cubes in the Presence of Simultaneous Multiple Hierarchical Range Queries. ISMIS 2008: 361-374 - [c42]Alfredo Cuzzocrea, Sharma Chakravarthy:
Event-Based Compression and Mining of Data Streams. KES (2) 2008: 670-681 - [c41]Alfredo Cuzzocrea:
Data Transformation Services over Grids with Real-Time Bound Constraints. OTM Conferences (1) 2008: 852-869 - [c40]Alfredo Cuzzocrea, Filippo Furfaro, Giuseppe M. Mazzeo:
Efficiently Computing Iceberg Cubes: A Probabilistic Approach. SEBD 2008: 235-246 - [c39]Alfredo Cuzzocrea, Vincenzo Russo:
Compressing Data Cubes in the Presence of Simultaneous Multiple OLAP Queries. SEBD 2008: 422-429 - 2007
- [j7]Alfredo Cuzzocrea:
Advances in Querying Non-Conventional Data Sources. J. Digit. Inf. Manag. 5(4): 176-179 (2007) - [j6]Alfredo Cuzzocrea:
Querying Unstructured and Structured Peer-to-Peer Networks: Models, Issues, Algorithms. J. Digit. Inf. Manag. 5(4): 201-210 (2007) - [j5]Alfredo Cuzzocrea, Domenico Saccà, Paolo Serafino:
Semantics-Aware Advanced OLAP Visualization of Multidimensional Data Cubes. Int. J. Data Warehous. Min. 3(4): 1-30 (2007) - [j4]Alfredo Cuzzocrea, Wei Wang:
Approximate range-sum query answering on data cubes with probabilistic guarantees. J. Intell. Inf. Syst. 28(2): 161-197 (2007) - [c38]Alfredo Cuzzocrea:
An OLAM-Based Framework for Complex Knowledge Pattern Discovery in Distributed-and-Heterogeneous-Data-Sources and Cooperative Information Systems. DaWaK 2007: 181-198 - [c37]Angela Bonifati, Alfredo Cuzzocrea:
Efficient Fragmentation of Large XML Documents. DEXA 2007: 539-550 - [c36]Angela Bonifati, Alfredo Cuzzocrea:
Synopsis Data Structures for XML Databases: Models, Issues, and Research Perspectives. DEXA Workshops 2007: 20-24 - [c35]Angela Bonifati, Alfredo Cuzzocrea:
XlPPX: A Lightweight Framework for Privacy Preserving P2P XML Databases in Very Large Publish-Subscribe Systems. EC-Web 2007: 21-34 - [c34]Alfredo Cuzzocrea:
MRE-KDD+: A Multi-Resolution, Ensemble-Based Model for Advanced Knolwedge Discovery. ICEIS (2) 2007: 152-158 - [c33]Alfredo Cuzzocrea, Alessandro D'Atri, Andrea Gualtieri, Amihai Motro, Domenico Saccà:
Grid-VirtuE: A Layered Architecture for Grid Virtual Enterprises. CONFENIS (1) 2007: 33-42 - [c32]Alfredo Cuzzocrea:
A Query-Strategy-Focused Taxonomy and a Customizable Benchmarking Framework for Peer-to-Peer Information Retrieval Techniques. KES (1) 2007: 729-739 - [c31]Alfredo Cuzzocrea, Vincenzo Russo, Domenico Saccà, Paolo Serafino:
Advanced OLAP Visualization of Multidimensional Data Cubes: A Semantics-Driven Compression Approach. SEBD 2007: 365-372 - 2006
- [j3]Alfredo Cuzzocrea:
Improving range-sum query evaluation on data cubes via polynomial approximation. Data Knowl. Eng. 56(2): 85-121 (2006) - [j2]Angela Bonifati, Alfredo Cuzzocrea:
Storing and retrieving XPath fragments in structured P2P networks. Data Knowl. Eng. 59(2): 247-269 (2006) - [j1]Alfredo Cuzzocrea:
Combining multidimensional user models and knowledge representation and management techniques for making web services knowledge-aware. Web Intell. Agent Syst. 4(3): 289-312 (2006) - [c30]Angela Bonifati, Alfredo Cuzzocrea, Bruno Zinno:
Fragmenting XML Documents via Structural Constraints. ADBIS Research Communications 2006 - [c29]Alfredo Cuzzocrea, Domenico Saccà, Paolo Serafino:
A Hierarchy-Driven Compression Technique for Advanced OLAP Visualization of Multidimensional Data Cubes. DaWaK 2006: 106-119 - [c28]Alfredo Cuzzocrea:
On Semantically-Augmented XML-Based P2P Information Systems. FQAS 2006: 441-457 - [c27]Angela Bonifati, Alfredo Cuzzocrea:
Towards a Lightweight Framework for Privacy Preserving P2P XML Databases. IDEAS 2006: 321-324 - [c26]Alfredo Cuzzocrea:
An accuracy-aware compression technique for multidimensional data cubes. SAC 2006: 515-516 - [c25]Alfredo Cuzzocrea, Filippo Furfaro, Elio Masciari, Giuseppe M. Mazzeo, Domenico Saccà:
Efficiently Representing and Querying Sensor Network Readings on Data Grids. SEBD 2006: 373-382 - [c24]Alfredo Cuzzocrea:
Accuracy Control in Compressed Multidimensional Data Cubes for Quality of Answer-based OLAP Tools. SSDBM 2006: 301-310 - 2005
- [b1]Alfredo Cuzzocrea:
Models and algorithms for efficient representation and query answering on data cubes for pervasive computing. University of Calabria, Italy, 2005 - [c23]Alfredo Cuzzocrea:
Providing probabilistically-bounded approximate answers to non-holistic aggregate range queries in OLAP. DOLAP 2005: 97-106 - [c22]Alfredo Cuzzocrea:
Overcoming Limitations of Approximate Query Answering in OLAP. IDEAS 2005: 200-209 - [c21]Alfredo Cuzzocrea, Filippo Furfaro, Sergio Greco, Elio Masciari, Giuseppe M. Mazzeo, Domenico Saccà:
A Distributed System for Answering Range Queries on Sensor Network Data. PerCom Workshops 2005: 369-373 - [c20]Alfredo Cuzzocrea, Wei Wang:
TP-Tree: a Query Workload-Adaptive Synopsis for Fast OLAP Applications. SEBD 2005: 97-108 - [c19]Alfredo Cuzzocrea:
Towards a Semantics-Based Framework for KD- and IR-style Resource Querying on XML-Based P2P Information Systems. Web Intelligence 2005: 58-61 - 2004
- [c18]Alfredo Cuzzocrea, Wei Wang, Ugo Matrangolo:
Answering Approximate Range Aggregate Queries on OLAP Data Cubes with Probabilistic Guarantees. DaWaK 2004: 97-108 - [c17]Alfredo Cuzzocrea, Ugo Matrangolo:
Analytical Synopses for Approximate Query Answering in OLAP Environments. DEXA 2004: 359-370 - [c16]Alfredo Cuzzocrea, Carlo Mastroianni:
Enriching Conceptual Modeling of XML-Aware Adaptive Web Systems with Object-Oriented Constructs and UML Diagrams. EC-Web 2004: 248-258 - [c15]Alfredo Cuzzocrea, Carlo Mastroianni:
Pushing Knowledge Management in Web Information Systems Engineering. IDEAS 2004: 480-485 - [c14]Alfredo Cuzzocrea, Fernando Bellas:
Distributed Knowledge Networks: Towards a New Paradigm for Delivering Knowledge. ITCC (1) 2004: 118-123 - [c13]Alfredo Cuzzocrea, Filippo Furfaro, Giuseppe M. Mazzeo, Domenico Saccà:
A Grid Framework for Approximate Aggregate Query Answering on Summarized Sensor Network Readings. OTM Workshops 2004: 144-153 - [c12]Alfredo Cuzzocrea, Ugo Matrangolo:
An Analytical Approach for Providing Approximate Answers to Aggregate Queries on Bi-Dimensional OLAP Data Cubes. SEBD 2004: 30-41 - [c11]Alfredo Cuzzocrea:
Knowledge on the Web: Making Web Services Knowledge-Aware. Web Intelligence 2004: 419-426 - [c10]Angela Bonifati, Ugo Matrangolo, Alfredo Cuzzocrea, Mayank Jain:
XPath lookup queries in P2P networks. WIDM 2004: 48-55 - 2003
- [c9]Alfredo Cuzzocrea, Carlo Mastroianni:
A Pruning Algorithm for Improving Web Resources Searching and Classification in Knowledge Management-Based Web Systems. ICWI 2003: 803-808 - [c8]Alfredo Cuzzocrea, Filippo Furfaro, Domenico Saccà:
Hand-OLAP: A System for Delivering OLAP Services on Handheld Devices. ISADS 2003: 80-87 - [c7]Alfredo Cuzzocrea, Filippo Furfaro, Elio Masciari, Cristina Sirangelo:
Approximate Query Answering on Sensor Network Data Streams. SEBD 2003: 93-108 - [c6]Alfredo Cuzzocrea, Carlo Mastroianni:
A Reference Architecture for Knowledge Management-Based Web Systems. WISE 2003: 347-354 - 2002
- [c5]Mario Cannataro, Alfredo Cuzzocrea, Andrea Pugliese:
XAHM: an adaptive hypermedia model based on XML. SEKE 2002: 627-634 - [c4]Mario Cannataro, Alfredo Cuzzocrea, Carlo Mastroianni, Riccardo Ortale, Andrea Pugliese:
Modeling Adaptive Hypermedia with an Object-Oriented Approach and XML. WebDyn@WWW 2002: 35-44 - 2001
- [c3]Mario Cannataro, Alfredo Cuzzocrea, Andrea Pugliese:
A Multidimensional Approach for Modelling and Supporting Adaptive Hypermedia Systems. EC-Web 2001: 132-141 - [c2]Mario Cannataro, Alfredo Cuzzocrea, Andrea Pugliese:
A Probabilistic Approach to Model Adaptive Hypermedia Systems. WebDyn@ICDT 2001: 50-60 - [c1]Mario Cannataro, Alfredo Cuzzocrea, Andrea Pugliese:
A Probabilistic Adaptive Hypermedia System. ITCC 2001: 411-415
Coauthor Index
Carson K. Leung
aka: Carson Kai-Sang Leung
aka: Carson Kai-Sang Leung
[c511] [c508] [c498] [c497] [i10] [c476] [c474] [c459] [c458] [c456] [c455] [c453] [c451] [c450] [c445] [c440] [j82] [c436] [c429] [c423] [c419] [c417] [c413] [c412] [c401] [c400] [c398] [c394] [c391] [c389] [c382] [c381] [c380] [c371] [c369] [c366] [j63] [c361] [c360] [c355] [c354] [c351] [c348] [c347] [c341] [c340] [c336] [c326] [c316] [c312] [c311] [c305] [c301] [c299] [c298] [c297] [c282] [c273] [c265] [c264] [c257] [j48] [c238] [c232] [c231] [j43] [c218] [c211] [c203] [c196] [c195] [j40] [c187] [c176] [c175] [c165] [c164] [j25] [c135] [c128] [c111] [c108] [c106] [c92]
[j91] [j90] [j87] [c438] [j85] [j81] [c435] [c416] [c414] [c402] [c400] [j78] [j74] [c384] [c376] [j66] [c352] [c350] [c340] [p8] [j58] [c320] [c308] [c292] [j53] [c285] [c281] [c278] [c277] [c272] [c261] [c250] [c247] [c228] [c223] [c217] [c215] [c214] [c213] [c210] [c205] [c202] [c201] [c200] [c198]
Ana Maria Alves Coutinho Rocha
aka: Ana Maria A. C. Rocha
aka: Ana Maria A. C. Rocha
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