Hybrid Artificial Intelligent Systems: 7th International Conference, HAIS 2012, Salamanca, Spain, March 28-30th, 2012, Proceedings, Part I - Lecture Notes in Computer Science

Jacket Description/Back: The two LNAI volumes 7208 and 7209 constitute the proceedings of the 7th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2012, held in Salamanca, Spain, in March 2012. The 118 papers published in these proceedings were carefully reviewed and selected from 293 submissions. They are organized in topical sessions on agents and multi agents systems, HAIS applications, cluster analysis, data mining and knowledge discovery, evolutionary computation, learning algorithms, systems, man, and cybernetics by HAIS workshop, methods of classifier fusion, HAIS for computer security (HAISFCS), data mining: data preparation and analysis, hybrid artificial intelligence systems in management of production systems, hybrid artificial intelligent systems for ordinal regression, hybrid metaheuristics for combinatorial optimization and modelling complex systems, hybrid computational intelligence and lattice computing for image and signal processing and nonstationary models of pattern recognition and classifier combinations."Table of Contents: Special Sessions -- Agents and Multi Agents Systems -- An Agent Model for Incremental Rough Set-Based Rule Induction in Customer Relationship Management / Yu-Neng Fan, Ching-Chin Chern -- Case-Based Argumentation Infrastructure for Agent Societies / Jaume JordAn, Stella Heras, Vicente JuliAn -- The Application of Multi-Agent System in Monitoring and Control of Nonlinear Bioprocesses / Piotr Skupin, Mieczyslaw Metzger -- Agent Capability Taxonomy for Dynamic Environments / Jorge AgUero, Miguel Rebollo, Carlos Carrascosa, Vicente JuliAn -- Modeling Internet as a User-Adapted Speech Service / David Griol, Javier CarbO, JosE Manuel Molina -- HAIS Applications -- Unsupervised Classification of Audio Signals by Self-Organizing Maps and Bayesian Labeling / Ricardo Cruz, AndrEs Ortiz, Ana M. Barbancho, Isabel Barbancho -- Robust Speaker Identification Using Ensembles of Kernel Principal Component Analysis / IL-Ho Yang, Min-Seok Kim, Byung-Min So, Myung-Jae Kim, Ha-Jin Yu -- Application of Genetic Algorithms to Optimize a Truncated Mean k-Nearest Neighbours Regressor for Hotel Reservation Forecasting / AndrEs Sanz-GarcIa, Julio FernAndez-Ceniceros, Fernando AntoNanzas-Torres, F. Javier MatInez-de-PisOn-Ascacibar -- A Social Network-Based Approach to Expert Recommendation System / Elnaz Davoodi, Mohsen Afsharchi, Keivan Kianmehr -- Decentralized Multi-tasks Distribution in Heterogeneous Robot Teams by Means of Ant Colony Optimization and Learning Automata / Javier de Lope, DarIo Maravall, Yadira QuiNonez -- Lipreading Procedure for Liveness Verification in Video Authentication Systems / Agnieszka Owczarek, Krzysztof Slot -- Fuzzy Sliding Mode Control with Chattering Elimination for a Quadrotor Helicopter in Vertical Flight / S. Zeghlache, D. Saigaa, K. Kara, Abdelghani Harrag, A. Bouguerra -- Ensemble of Binary Learners for Reliable Text Categorization with a Reject Option / Giuliano Armano, Camelia Chira, Nima Hatami -- Spontaneous Facial Expression Recognition: Automatic Aggression Detection / Ewa Piatkowska, Jerzy Martyna -- A Memetic Approach to Project Scheduling That Maximizes the Effectiveness of the Human Resources Assigned to Project Activities / Virginia Yannibelli, AnalIa Amandi -- Hunting for Fraudsters in Random Forests / R. M. Konijn, W. Kowalczyk -- Neural Networks Ensembles Approach for Simulation of Solar Arrays Degradation Process / Vladimir Bukhtoyarov, Eugene Semenkin, Andrey Shabalov -- Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks / Rattan Priya, Bruno Feres de Souza, AndrE L. D. Rossi, AndrE C. P. L. F. de Carvalho -- Hybrid Artificial Intelligence Approaches on Vehicle Routing Problem in Logistics Distribution / Dragan Simic, Svetlana Simic -- Fuzzy C-Means Clustering with Bilateral Filtering for Medical Image Segmentation / Yuchen Liu, Kai Xiao, Alei Liang, Haibing Guan -- A Improved Clustering Analysis Method Based on Fuzzy C-Means Algorithm by Adding PSO Algorithm / Liang Pang, Kai Xiao, Alei Liang, Haibing Guan -- Cluster Analysis -- k-Means Clustering of Asymmetric Data / Dominik Olszewski -- A Max Metric to Evaluate a Cluster / Hosein Alizadeh, Hamid Parvin, Sajad Parvin, Zahra Rezaei, Moslem Mohamadi -- Nearest Cluster Classifier / Hamid Parvin, Moslem Mohamadi, Sajad Parvin, Zahra Rezaei, Behrouz Minaei -- Diffusion Maps for the Description of Meteorological Data / Angela FernAndez, Ana M. GonzAlez, Julia DIaz, JosE R. Dorronsoro -- Computational Complexity Reduction and Interpretability Improvement of Distance-Based Decision Trees / Marcin Blachnik, Miroslaw Kordos -- Data Mining and Knowledge Discovery -- Improving the Generalization Capability of Hybrid Immune Detector Maturation Algorithm / Jungan Chen, Feng Liang, Zhaoxi Fang -- White Box Classification of Dissimilarity Data / Barbara Hammer, Bassam Mokbel, Frank-Michael Schleif, Xibin Zhu -- On Ensemble Classifiers for Noninstrusive Appliance Load Monitoring / Oliver Kramer, O. Wilken, P. Beenken, A. Hein, A. HUwel, T. Klingenberg, C. Meinecke, T. Raabe, M. Sonnenschein -- Lee Path Replanner for Partially-Known Environments / Maciej Polanczyk, Przemyslaw Baranski, Michal Strzelecki, Krzysztof Slot -- Stroke Based Handwritten Character Recognition / D. Alvarez, R. FernAndez, L. SAnchez -- KETO: A Knowledge Editing Tool for Encoding Condition - Action Guidelines into Clinical DSSs / Aniello Minutolo, Massimo Esposito, Giuseppe De Pietro -- Integration of Intelligent Information Technologies Ensembles for Modeling and Classification / Andrey Shabalov, Eugene Semenkin, Pavel Galushin -- Fusion of Modular Bayesian Networks for Context-Aware Decision Making / Seung-Hyun Lee, Sung-Bae Cho -- Evolutionary Computation -- Real-World Problem for Checking the Sensitiveness of Evolutionary Algorithms to the Choice of the Random Number Generator / Miguel CArdenas-Montes, Miguel A. Vega-RodrIguez, Antonio GOmez-Iglesias -- Hybrid Multi-objective Machine Learning Classification in Liver Transplanation / M. PErez-Ortiz, M. Cruz-RamIrez, J. C. FernAndez-Caballero, C. HervAs-MartInez -- Evolutionary Optimized Forest of Regression Trees: Application in Metallurgy / Miroslaw Kordos, Jerzy Piotrowski, Szymon Bialka, Marcin Blachnik, Slawomir Golak, Tadeusz Wieczorek -- Evolutionary Neural Networks for Product Design Tasks / Angela Bernardini, Javier Asensio, JosE Luis Olazagoitia, Jorge Biera -- An Incremental Hypersphere Learning Framework for Protein Membership Prediction / Noel Lopes, Daniel Correia, Carlos Pereira, Bernardete Ribeiro, AntOnio Dourado -- An Evolutionary Approach to Generate Solutions for Conflict Scenarios / Davide Carneiro, Cesar Analide, Paulo Novais, JosE Neves -- Initialization Procedures for Multiobjective Evolutionary Approaches to the Segmentation Issue / JosE L. Guerrero, Antonio Berlanga, JosE Manuel Molina -- Optimization of Neuro-coefficient Smooth Transition Autoregressive Models Using Differential Evolution / Christoph Bergmeir, Isaac Triguero, Francisco Velasco, JosE Manuel BenItez -- ReactGA - The Search Space Transformation for the Local Optimum Escaping / Radoslaw Ziembinski -- Learning Algorithms -- PATMAP: Polyadenylation Site Identification from Next-Generation Sequencing Data / Xiaohui Wu, Meishuang Tang, Junfeng Yao, Shuiyuan Lin, Zhe Xiang, Guoli Ji -- How to Reduce Dimension while Improving Performance / Abdelghani Harrag, D. Saigaa, A. Bouchelaghem, M. Drif, S. Zeghlache, N. Harrag -- On How Percolation Threshold Affects PSO Performance / Blanca Cases, Alicia D'Anjou, Abdelmalik Moujahid -- Pollen Grains Contour Analysis on Verification Approach / Norma MonzOn GarcIa, VIctor Alfonso Elizondo Chaves, Juan Carlos BriceNo, Carlos M. Travieso -- Modelling Stress Recognition in Conflict Resolution Scenarios / Marco Gomes, Davide Carneiro, Paulo Novais, JosE Neves -- Multilayer-Perceptron Network Ensemble Modeling with Genetic Algorithms for the Capacity of Bolted Lap Joint / Julio FernAndez-Ceniceros, AndrEs Sanz-GarcIa, Fernando AntoNanzas-Torres, F. Javier MartInez-de-PisOn-Ascacibar -- A Hybrid Classical Approach to a Fixed-Charged Transportation Problem / Camelia-M. Pintea, Corina Pop Sitar, Mara Hajdu-Macelaru, Pop Petrica -- Computing Optimal Solutions of a Linear Programming Problem with Interval Type-2 Fuzzy Constraints / Juan Carlos Figueroa-GarcIa, GermAn Hernandez -- Systems, Man, and Cybernetics by HAIS -- Supervision Strategy of a Solar Volumetric Receiver Using NN and Rule Based Techniques / RamOn Ferreiro GarcIa, JosE Luis Calvo Rolle, Francisco Javier PErez Castelo -- Modeling an Operating System Based on Agents / Javier Palanca CAmara, Marti Navarro, Estefania Argente, Ana Garcia-Fornes, Vicente JuliAn -- An Empirical Comparison of Some Approximate Methods for Graph Coloring / Israel Rebollo-Ruiz, Manuel GraNa -- A Predictive Evolutionary Algorithm for Dynamic Constrained Inverse Kimematics Problems / Patryk Filipiak, Krzysztof Michalak, Piotr Lipinski -- Non-linear Data Stream Compression: Foundations and Theoretical Results / Alfredo Cuzzocrea, Hendrik Decker -- Reasoning with Qualitative Velocity: Towards a Hybrid Approach / J. Golinska-Pilarek, E. MuNoz-Velasco -- Research of Neural Network Classifier Based on FCM and PSO for Breast Cancer Classification / Lei Zhang, Lin Wang, Xujiewen Wang, Keke Liu, Ajith Abraham -- Improving Evolved Alphabet Using Tabu Set / Jan Platos, Pavel Kromer -- Rough Sets-Based Identification of Heart Valve Diseases Using Heart Sounds / Mostafa A. Salama, Aboul Ella Hassanien, Jan Platos, Aly A. Fahmy, Vaclav Snasel -- A Novel Hybrid Intelligent Classifier to Obtain the Controller Tuning Parameters for Temperature Control / JosE Luis Calvo-Rolle, Emilio Corchado, HEctor Quintian-Pardo, RamOn Ferreiro GarcIa, JesUs Angel RomAn, Pedro Antonio HernAndez -- SpaGRID: A Spatial Grid Framework for High Dimensional Medical Databases / Harleen Kaur, Ritu Chauhan, Mohd. Afshar Alam, Syed Aljunid, Mohd. Salleh -- Author Index.