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ORCID27th FLAIRS Conference 2014: Pensacola Beach, Florida, USA
- William Eberle, Chutima Boonthum-Denecke:
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, FLAIRS 2014, Pensacola Beach, Florida, USA, May 21-23, 2014. AAAI Press 2014, ISBN 978-1-57735-658-5 - Preface.
- Florida AI Research Society.
- Conference Committees.
- Invited Talk Abstracts.
Main Track
- Sultan Almotairi, Eraldo Ribeiro:
Action Classification Using Sequence Alignment and Shape Context. - David B. Bracewell, David Hinote, Sean Monahan:
The Author Perspective Model for Classifying Deontic Modality in Events. - Richard Burns, Sandra Carberry, Stephanie Elzer Schwartz:
Analyzing the Effect of Communicative Evidence in a Bayesian System for Grouped Bar Chart Message Recognition. - Yang Chen, Milenko Petrovic, Micah Clark:
SemMemDB: In-Database Knowledge Activation. - Daniele Codetta Raiteri, Luigi Portinale, Roberta Terruggia:
Decision Networks for Modeling and Analysis of Attack/Defense Scenarios in Critical Infrastructures. - Vivek V. Datla, King-Ip (David) Lin, Max M. Louwerse:
Part of Speech Induction from Distributional Features: Balancing Vocabulary and Context. - Inderjeet Singh Dogra, Ziad Kobti:
An Approach for Constructing Reliable Social Agent Based Systems Considering Dynamic Environment and Other Factors Affecting Their Progress. - Patrick J. Donnelly, John W. Sheppard:
Clustering Spectral Filters for Extensible Feature Extraction in Musical Instrument Classification. - Ying Duan, Nia M. Dowell, Arthur C. Graesser, Haiying Li:
Linguistic Style and Social Historical Context: An Automated Linguistic Analysis of Mao Zedong's Speeches. - Kehan Gao, Taghi M. Khoshgoftaar, Randall Wald:
Combining Feature Selection and Ensemble Learning for Software Quality Estimation. - Rania A. Hodhod, Brian Magerko:
Pharaoh: Conceptual Blending of Cognitive Scripts for Computationally Creative Agents. - Ramoni O. Lasisi, Vicki H. Allan:
New Bounds on False-Name Manipulations in Weighted Voting Games. - Fabiana Lorenzi, Bruno Fontanella, Edson Prestes, André Peres:
How to Improve Multi-Agent Recommendations Using Data from Social Networks? - Nadia A. Najjar, David C. Wilson:
Differential Neighborhood Selection In Memory-Based Group Recommender Systems. - Mohammad R. Raeesi N., Joshua Chittle, Ziad Kobti:
A New Dimension Division Scheme for Heterogeneous Multi-Population Cultural Algorithm. - Carlos E. Seminario, David C. Wilson:
Assessing Impacts of a Power User Attack on a Matrix Factorization Collaborative Recommender System. - Dan Stefanescu, Vasile Rus, Nobal B. Niraula, Rajendra Banjade:
Combining Knowledge and Corpus-based Measures for Word-to-Word Similarity. - Christine Talbot, G. Michael Youngblood:
Scene Blocking Utilizing Forces. - Christophe Tremblay, Sylvain Chartier:
BAM Learning in High Level of Connection Sparseness. - Priscilla Koch Wagner, Sarajane Marques Peres, Renata Cristina Barros Madeo, Clodoaldo Aparecido de Moraes Lima, Fernando de Almeida Freitas:
Gesture Unit Segmentation Using Spatial-Temporal Information and Machine Learning. - Xiaoxi Xu, David D. Jensen, Edwina L. Rissland:
Strategy Mining.
Affective Computing
- Gerald M. Knapp, Sidney K. D'Mello:
Special Track on Affective Computing. - Andreas H. Marpaung, Avelino Gonzalez:
Toward Building Automatic Affect Recognition Machine Using Acoustics Features. - Hamed Monkaresi, M. Sazzad Hussain, Rafael A. Calvo:
Using Remote Heart Rate Measurement for Affect Detection. - Vivek Pai, Raja Sooriamurthi:
Using Affect Awareness to Modulate Task Experience: A Study Amongst Pre-elementary School Kids. - Amol S. Patwardhan, Gerald M. Knapp:
Affect Intensity Estimation Using Multiple Modalities. - Ugan Yasavur, Jorge Travieso, Christine L. Lisetti, Naphtali David Rishe:
Sentiment Analysis Using Dependency Trees and Named-Entities.
Applications of Artificial Intelligence in Business
- Rachel Green, Chayan Chakrabarti, Philip M. McCarthy:
Special Track on Applications of Artificial Intelligence in Business Applications. - Dustin R. Franz, Ricardo A. Calix:
Semantic Content Enrichment of Sensor Network Data for Environmental Monitoring. - Sachin R. Joglekar:
Two-Stage Stock Portfolio Construction: Correlation Clustering and Genetic Optimization. - Benjamin Priest, Kevin M. Carter:
Characterizing Latent User Interests on Enterprise Networks. - Scott A. Wallace, Bhadresh Patel, Landon Kryger, Susan Seley:
Machine Learning to Improve a Document Pipeline.
Applied Natural Language Processing
- Fazel Keshtkar, Chutima Boonthum-Denecke:
Special Track on Applied Natural Language Processing. - Sirine Boukedi, Kais Haddar:
HPSG Grammar for Arabic Coordination Experimented with LKB System. - Erik Cambria, Newton Howard:
Common and Common-Sense Knowledge Integration for Concept-Level Sentiment Analysis. - Adam Faulkner:
Automated Classification of Stance in Student Essays: An Approach Using Stance Target Information and the Wikipedia Link-Based Measure. - Fernando de Almeida Freitas, Sarajane Marques Peres, Clodoaldo Aparecido de Moraes Lima, Felipe Venâncio Barbosa:
Grammatical Facial Expressions Recognition with Machine Learning. - Edward M. Latorre-Navarro, John G. Harris:
A Natural Language Conversational System for Online Academic Advising. - Haiying Li, Arthur C. Graesser, Zhiqiang Cai:
Comparison of Google Translation with Human Translation. - Jerome L. McClendon, Naja A. Mack, Larry F. Hodges:
The Use of Paraphrase Identification in the Retrieval of Appropriate Responses for Script Based Conversational Agents. - Hee-Jin Ro, Antoine Blais:
Temporal Referentials with Formal Semantic Representation. - Vasile Rus:
Opportunities and Challenges in Semantic Similarity. - Borhan Samei, Marzieh Estiagh, Fazel Keshtkar, Sattar Hashemi:
Multi-Document Summarization Using Graph-Based Iterative Ranking Algorithms and Information Theoretical Distortion Measures. - Rahma Sellami, Fatiha Sadat, Lamia Hadrich Belguith:
Mining Named Entity Translation from Non Parallel Corpora. - Lubna Shala, Vasile Rus, Arthur C. Graesser:
A Bilingual Analysis of Cohesion in a Corpus of Leader Speeches. - Boyi Xie, Dingquan Wang, Rebecca J. Passonneau:
Semantic Feature Representation to Capture News Impact. - Xiaoxi Xu, Tom Murray, Beverly Park Woolf, David A. Smith:
Identifying Social Deliberative Behavior from Online Communication - A Cross-Domain Study.
Artificial Intelligence in Games and Multimedia
- D. Michael Franklin:
Special Track on Artificial Intelligence in Games and Multimedia. - Matthew William Fendt, Robert Michael Young:
Adapting IRIS, a Non-Interactive Narrative Generation System, to an Interactive Text Adventure Game. - D. Michael Franklin, Kevin L. Markley:
Multi-Agent Artificial Intelligence in Pursuit Strategies: Breaking through the Stalemate. - Glen Robertson, Ian D. Watson:
An Improved Dataset and Extraction Process for Starcraft AI. - Eldane Vieira Junior, Rita Maria da Silva Julia:
BTT-Go: An Agent for Go that Uses a Transposition Table to Reduce the Simulations and the Supervision in the Monte-Carlo Tree Search.
Artificial Intelligence in Healthcare Informatics
- Douglas A. Talbert, Steve Talbert:
Special Track on Artificial Intelligence in Healthcare Informatics. - David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano:
Comparison of Data Sampling Approaches for Imbalanced Bioinformatics Data. - Zina M. Ibrahim, Robbie Mallah, Richard J. B. Dobson:
Towards Using Rule-Based Multi-agent System for the Early Detection of Adverse Drug Reactions. - Che Ngufor, Janusz Wojtusiak, Andrea Hooker, Talha Oz, Jack Hadley:
Extreme Logistic Regression: A Large Scale Learning Algorithm with Application to Prostate Cancer Mortality Prediction. - Adam Page, J. T. Turner, Tinoosh Mohsenin, Tim Oates:
Comparing Raw Data and Feature Extraction for Seizure Detection with Deep Learning Methods. - Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano:
Optimizing Wrapper-Based Feature Selection for Use on Bioinformatics Data.
Case-Based Reasoning
- Joseph Kendall-Morwick, Vahid Jalali:
Special Track on Case-Based Reasoning. - Vahid Jalali, David Leake:
An Ensemble Approach to Adaptation-Guided Retrieval. - Luc Lamontagne, Alexandre Bergeron Guyard:
Learning Case Feature Weights from Relevance and Ranking Feedback.
Culture-Aware AI Systems
- Colette Faucher:
Special Track on Culture-Aware AI System. - Colette Faucher, Malika Machtoune:
Modeling the Salience of Socio-Cultural Identities in the System PSYMDEV. - Phaedra Mohammed, Permanand Mohan:
Representing and Reasoning about Cultural Contexts in Intelligent Learning Environments.
Data Mining
- David Bisant, William Eberle:
Special Track on Data Mining. - Berkay Aydin, Rafal A. Angryk, Karthik Ganesan Pillai:
ERMO-DG: Evolving Region Moving Object Dataset Generator. - Clint Pazhayidam George, Sahil Puri, Daisy Zhe Wang, Joseph N. Wilson, William F. Hamilton:
SMART Electronic Legal Discovery Via Topic Modeling. - Caroline Gingles, M. Emre Celebi:
Histogram-Based Method for Effective Initialization of the K-Means Clustering Algorithm. - Sharanjit Kaur, Rakhi Saxena, Dhriti Khanna, Vasudha Bhatnagar:
Comparing Data Processing Frameworks for Scalable Clustering. - André Melo, Martin Theobald
, Johanna Völker:
Correlation-Based Refinement of Rules with Numerical Attributes. - Jaqueline A. J. Papini, Allan Kardec S. Soares, Sandra de Amo:
Mining Contextual Preferences in Data Streams. - Maziyar Baran Pouyan, Rasoul Yousefi, Sarah Ostadabbas, Mehrdad Nourani:
A Hybrid Fuzzy-Firefly Approach for Rule-Based Classification. - Michael A. Schuh, Tim Wylie, Rafal A. Angryk:
Mitigating the Curse of Dimensionality for Exact kNN Retrieval.
Intelligent Autonomous Systems
- Roman Barták, David Obdrzálek:
Special Track on Intelligent Autonomous Systems. - Dogan Altan, Sanem Sariel Talay:
Probabilistic Failure Isolation for Cognitive Robots.
Intelligent Tutoring Systems
- Rod D. Roscoe, James Segedy:
Special Track on Intelligent Tutoring Systems. - Charles Amburn, Benjamin S. Goldberg, Keith W. Brawner:
Steps Towards Adaptive Psychomotor Instruction. - Scott A. Crossley, Danielle S. McNamara:
Developing Component Scores from Natural Language Processing Tools to Assess Human Ratings of Essay Quality. - Sidney K. D'Mello:
Emotional Rollercoasters: Day Differences in Affect Incidence during Learning. - Rod D. Roscoe, Scott A. Crossley, Erica L. Snow, Laura K. Varner, Danielle S. McNamara:
Writing Quality, Knowledge, and Comprehension Correlates of Human and Automated Essay Scoring.
Robotics
- Rebecca Caldwell, LaVonne Manning:
Special Track on Robotics. - Roman Barták, Andrej Hrasko, David Obdrzálek:
On Autonomous Landing of AR.Drone: Hands-On Experience. - Kimia Salmani, Mohan Sridharan:
Multi-Instance Active Learning with Online Labeling for Object Recognition. - Briana Wellman, Bradley J. Erickson, Tommy Suriel, Kamala Mayo, Tajh Phifer, Kriti Acharya:
Effects of Wireless Signal Attenuation on Robot Team Performance. - Jingchun Yin, Luca Carlone, Stefano Rosa, Muhammad Latif Anjum, Basilio Bona:
Scan Matching for Graph SLAM in Indoor Dynamic Scenarios.
Semantic, Logics and Information Extraction in AI
- Christophe Jouis, Ismaïl Biskri, Adel Jebali, Anca Pascu:
Special Track on Semantic, Logics and Information Extraction in AI. - Shereen Albitar, Bernard Espinasse, Sébastien Fournier:
Semantic Enrichments in Text Supervised Classification: Application to Medical Domain. - Justin Betteridge, Alan Ritter, Tom M. Mitchell:
Assuming Facts Are Expressed More Than Once. - Natalia Klyueva, Vladislav Kubon:
Automatic Valency Derivation for Related Languages. - Olfa Makkaoui, Jean-Pierre Desclés, Marc Bertin, Christophe Jouis, Jean-Gabriel Ganascia:
Discursive Mining Viewpoints in Building Multi-Document Synthesized Sheets. - Bassem Mokhtar, Mohamed Eltoweissy:
Hybrid Intelligence for Semantics-Enhanced Networking Operations. - Anca Christine Pascu, Tzu-Keng Fu, Jean-Pierre Desclés:
Toward a Computational Theory of Conceptual Metaphor. - Benoît Sauzay, Gaëll Guibert, Jean-Pierre Desclés:
Towards a Mathematical and Computational Theory of Meaning in Natural Languages. - Morteza Shahriari Nia, Christan Earl Grant, Yang Peng, Daisy Zhe Wang, Milenko Petrovic:
Streaming Fact Extraction for Wikipedia Entities at Web-Scale. - Frédéric Simard, Ismaïl Biskri, Josée St-Pierre, Boucif Amar Bensaber:
Using Strong Lexical Association Extraction in an Understanding of Managers' Decision Process.
Uncertain Reasoning
- Souhila Kaci, Matthias Thimm:
Special Track on Uncertain Reasoning. - Christoph Beierle, Rita Hermsen, Gabriele Kern-Isberner:
Observations on the Minimality of Ranking Functions for Qualitative Conditional Knowledge Bases and Their Computation. - Christoph Beierle, Markus Höhnerbach, Marcus Marto:
Implementation of a Transformation System for Relational Probabilistic Knowledge Bases Simplifying the Maximum Entropy Model Computation. - Anthony Coutant, Philippe Leray, Hoel Le Capitaine:
Learning Probabilistic Relational Models Using Non-Negative Matrix Factorization. - Gabriele Kern-Isberner, Marco Wilhelm, Christoph Beierle:
A Novel Methodology for Processing Probabilistic Knowledge Bases Under Maximum Entropy. - Mallinali Ramírez-Corona, Luis Enrique Sucar, Eduardo F. Morales:
Chained Path Evaluation for Hierarchical Multi-Label Classification. - Parot Ratnapinda, Marek J. Druzdzel:
An Empirical Evaluation of Costs and Benefits of Simplifying Bayesian Networks by Removing Weak Arcs. - Liessman Sturlaugson, John W. Sheppard:
Factored Performance Functions with Structural Representation in Continuous Time Bayesian Networks.
Poster Abstracts
- Poster Abstracts.
- FLAIRS Poster Abstracts.
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