6. HAIS 2012: Salamanca, Spain
Emilio Corchado, Václav Snásel, Ajith Abraham, Michal Wozniak, Manuel Graña, Sung-Bae Cho (Eds.): Hybrid Artificial Intelligent Systems - 7th International Conference, HAIS 2012, Salamanca, Spain, March 28-30th, 2012. Proceedings, Part I. Springer 2012 Lecture Notes in Computer Science ISBN 978-3-642-28941-5
Special Sessions
Yu-Neng Fan, Ching-Chin Chern: An Agent Model for Incremental Rough Set-Based Rule Induction in Customer Relationship Management. 1-12
Jaume Jordán, Stella Heras, Vicente Julián: Case-Based Argumentation Infrastructure for Agent Societies. 13-24
Piotr Skupin, Mieczyslaw Metzger: The Application of Multi-Agent System in Monitoring and Control of Nonlinear Bioprocesses. 25-36
Jorge Agüero, Miguel Rebollo, Carlos Carrascosa, Vicente Julián: Agent Capability Taxonomy for Dynamic Environments. 37-48
David Griol, Javier Carbó, José Manuel Molina: Modeling Internet as a User-Adapted Speech Service. 49-60
Ricardo Cruz, Andrés Ortiz, Ana M. Barbancho, Isabel Barbancho: Unsupervised Classification of Audio Signals by Self-Organizing Maps and Bayesian Labeling. 61-70
Il-Ho Yang, Min-Seok Kim, Byung-Min So, Myung-Jae Kim, Ha-Jin Yu: Robust Speaker Identification Using Ensembles of Kernel Principal Component Analysis. 71-78
Andrés Sanz-García, Julio Fernández-Ceniceros, Fernando Antoñanzas-Torres, Francisco J. Martínez de Pisón Ascacibar: Application of Genetic Algorithms to Optimize a Truncated Mean k-Nearest Neighbours Regressor for Hotel Reservation Forecasting. 79-90
Elnaz Davoodi, Mohsen Afsharchi, Keivan Kianmehr: A Social Network-Based Approach to Expert Recommendation System. 91-102
Javier de Lope Asiaín, Darío Maravall, Yadira Quiñonez: Decentralized Multi-tasks Distribution in Heterogeneous Robot Teams by Means of Ant Colony Optimization and Learning Automata. 103-114
Agnieszka Owczarek, Krzysztof Slot: Lipreading Procedure for Liveness Verification in Video Authentication Systems. 115-124
S. Zeghlache, D. Saigaa, K. Kara, Abdelghani Harrag, A. Bouguerra: Fuzzy Sliding Mode Control with Chattering Elimination for a Quadrotor Helicopter in Vertical Flight. 125-136
Giuliano Armano, Camelia Chira, Nima Hatami: Ensemble of Binary Learners for Reliable Text Categorization with a Reject Option. 137-146
Ewa Piatkowska, Jerzy Martyna: Spontaneous Facial Expression Recognition: Automatic Aggression Detection. 147-158
Virginia Yannibelli, Analía Amandi: A Memetic Approach to Project Scheduling that Maximizes the Effectiveness of the Human Resources Assigned to Project Activities. 159-173
Vladimir Bukhtoyarov, Eugene Semenkin, Andrey Shabalov: Neural Networks Ensembles Approach for Simulation of Solar Arrays Degradation Process. 186-195
Rattan Priya, Bruno Feres de Souza, André L. D. Rossi, André Carlos Ponce Leon Ferreira de Carvalho: Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks. 196-207
Dragan Simic, Svetlana Simic: Hybrid Artificial Intelligence Approaches on Vehicle Routing Problem in Logistics Distribution. 208-220
Yuchen Liu, Kai Xiao, Alei Liang, Haibing Guan: Fuzzy C-means Clustering with Bilateral Filtering for Medical Image Segmentation. 221-230
Liang Pang, Kai Xiao, Alei Liang, Haibing Guan: A Improved Clustering Analysis Method Based on Fuzzy C-Means Algorithm by Adding PSO Algorithm. 231-242
Dominik Olszewski: k-Means Clustering of Asymmetric Data. 243-254
Hosein Alizadeh, Hamid Parvin, Sajad Parvin, Zahra Rezaei, Moslem Mohamadi: A Max Metric to Evaluate a Cluster. 255-266
Hamid Parvin, Moslem Mohamadi, Sajad Parvin, Zahra Rezaei, Behrouz Minaei: Nearest Cluster Classifier. 267-275
Ángela Fernández Pascual, Ana M. González, Julia Díaz García, José R. Dorronsoro: Diffusion Maps for the Description of Meteorological Data. 276-287
Marcin Blachnik, Miroslaw Kordos: Computational Complexity Reduction and Interpretability Improvement of Distance-Based Decision Trees. 288-297
Jungan Chen, Feng Liang, Zhaoxi Fang: Improving the Generalization Capability of Hybrid Immune Detector Maturation Algorithm. 298-308
Barbara Hammer, Bassam Mokbel, Frank-Michael Schleif, Xibin Zhu: White Box Classification of Dissimilarity Data. 309-321
Oliver Kramer, Olaf Wilken, Petra Beenken, Andreas Hein, Andreas Hüwel, Thole Klingenberg, C. Meinecke, T. Raabe, Michael Sonnenschein: On Ensemble Classifiers for Nonintrusive Appliance Load Monitoring. 322-331
Maciej Polanczyk, Przemyslaw Baranski, Michal Strzelecki, Krzysztof Slot: Lee Path Replanner for Partially-Known Environments. 332-342
Aniello Minutolo, Massimo Esposito, Giuseppe De Pietro: KETO: A Knowledge Editing Tool for Encoding Condition - Action Guidelines into Clinical DSSs. 352-364
Andrey Shabalov, Eugene Semenkin, Pavel Galushin: Integration of Intelligent Information Technologies Ensembles for Modeling and Classification. 365-374
Seung-Hyun Lee, Sung-Bae Cho: Fusion of Modular Bayesian Networks for Context-Aware Decision Making. 375-384
Miguel Cárdenas Montes, Miguel A. Vega-Rodríguez, Antonio Gómez-Iglesias: Real-World Problem for Checking the Sensitiveness of Evolutionary Algorithms to the Choice of the Random Number Generator. 385-396
M. Pérez-Ortiz, Manuel Cruz-Ramírez, Juan Carlos Fernández Caballero, César Hervás-Martínez: Hybrid Multi-objective Machine Learning Classification in Liver Transplantation. 397-408
Miroslaw Kordos, Jerzy Piotrowski, Szymon Bialka, Marcin Blachnik, Slawomir Golak, Tadeusz Wieczorek: Evolutionary Optimized Forest of Regression Trees: Application in Metallurgy. 409-420
Angela Bernardini, Javier Asensio, José Luis Olazagoitia, Jorge Biera: Evolutionary Neural Networks for Product Design Tasks. 421-428
Noel Lopes, Daniel Correia, Carlos Pereira, Bernardete Ribeiro, António Dourado: An Incremental Hypersphere Learning Framework for Protein Membership Prediction. 429-439
Davide Carneiro, Cesar Analide, Paulo Novais, José Neves: An Evolutionary Approach to Generate Solutions for Conflict Scenarios. 440-451
José Luis Guerrero, Antonio Berlanga, José Manuel Molina: Initialization Procedures for Multiobjective Evolutionary Approaches to the Segmentation Issue. 452-463
Christoph Bergmeir, Isaac Triguero, Francisco Velasco, José Manuel Benítez: Optimization of Neuro-Coefficient Smooth Transition Autoregressive Models Using Differential Evolution. 464-473
Radoslaw Ziembinski: ReactGA - The Search Space Transformation for the Local Optimum Escaping. 474-484
Xiaohui Wu, Meishuang Tang, Junfeng Yao, Shuiyuan Lin, Zhe Xiang, Guoli Ji: PATMAP: Polyadenylation Site Identification from Next-Generation Sequencing Data. 485-496
Abdelghani Harrag, D. Saigaa, A. Bouchelaghem, M. Drif, S. Zeghlache, N. Harrag: How to Reduce Dimension while Improving Performance. 497-508
Blanca Cases, Alicia D'Anjou, Abdelmalik Moujahid: On How Percolation Threshold Affects PSO Performance. 509-520
Norma Monzón García, Víctor Alfonso Elizondo Chaves, Juan Carlos Briceño, Carlos M. Travieso: Pollen Grains Contour Analysis on Verification Approach. 521-532
Marco Gomes, Davide Carneiro, Paulo Novais, José Neves: Modelling Stress Recognition in Conflict Resolution Scenarios. 533-544
Julio Fernández-Ceniceros, Andrés Sanz-García, Fernando Antoñanzas-Torres, F. Javier Martínez-de-Pisón-Ascacibar: Multilayer-Perceptron Network Ensemble Modeling with Genetic Algorithms for the Capacity of Bolted Lap Joint. 545-556
Camelia-Mihaela Pintea, Corina Pop Sitar, Mara Hajdu-Macelaru, Petrica C. Pop: A Hybrid Classical Approach to a Fixed-Charged Transportation Problem. 557-566
Juan Carlos Figueroa García, Germán Hernández: Computing Optimal Solutions of a Linear Programming Problem with Interval Type-2 Fuzzy Constraints. 567-576
Ramón Ferreiro García, José Luís Calvo-Rolle, Francisco Javier Perez Castelo: Supervision Strategy of a Solar Volumetric Receiver Using NN and Rule Based Techniques. 577-587
Javier Palanca Cámara, Martí Navarro, Estefania Argente, Ana García-Fornes, Vicente Julián: Modeling an Operating System Based on Agents. 588-599
Israel Rebollo Ruiz, Manuel Graña Romay: An Empirical Comparison of Some Approximate Methods for Graph Coloring. 600-609
Patryk Filipiak, Krzysztof Michalak, Piotr Lipinski: A Predictive Evolutionary Algorithm for Dynamic Constrained Inverse Kinematics Problems. 610-621
Alfredo Cuzzocrea, Hendrik Decker: Non-linear Data Stream Compression: Foundations and Theoretical Results. 622-634
Joanna Golinska-Pilarek, Emilio Muñoz-Velasco: Reasoning with Qualitative Velocity: Towards a Hybrid Approach. 635-646
Lei Zhang, Lin Wang, Xujiewen Wang, Keke Liu, Ajith Abraham: Research of Neural Network Classifier Based on FCM and PSO for Breast Cancer Classification. 647-654
Mostafa A. Salama, Aboul Ella Hassanien, Jan Platos, Aly A. Fahmy, Václav Snásel: Rough Sets-Based Identification of Heart Valve Diseases Using Heart Sounds. 667-676
José Luís Calvo-Rolle, Emilio Corchado, Héctor Quintián-Pardo, Ramón Ferreiro García, Jesús Ángel Román, Pedro Antonio Hernandez: A Novel Hybrid Intelligent Classifier to Obtain the Controller Tuning Parameters for Temperature Control. 677-689
Harleen Kaur, Ritu Chauhan, Mohd. Afshar Alam, Syed Aljunid, Mohd. Salleh: SpaGRID: A Spatial Grid Framework for High Dimensional Medical Databases. 690-704



