4. HAIS 2009: Salamanca, Spain

Agents and Multi Agents Systems

• Juan A. Fraile, Dante I. Tapia, Sara Rodríguez, Juan M. Corchado:
  Agents in Home Care: A Case Study. 1-8
  
• Maurício Paletta, Pilar Herrero:
  EP-MAS.Lib: A MAS-Based Evolutionary Program Approach. 9-17
  
• Eric Aaron, Henny Admoni:
  A Framework for Dynamical Intention in Hybrid Navigating Agents. 18-25
  
• Xiaolong Jin, Jianmin Jiang, Geyong Min:
  Multi-agent Based Personal File Management Using Case Based Reasoning. 26-33
  
• Rafal Drezewski, Piotr Wozniak, Leszek Siwik:
  Agent-Based Evolutionary System for Traveling Salesman Problem. 34-41
  
• Maria Belén Vaquerizo García:
  A Vehicle Routing Problem Solved by Agents. 42-49
  
• Aitor Mata, Belén Pérez Lancho, Angélica González Arrieta, Bruno Baruque, Emilio Corchado:
  MACSDE: Multi-Agent Contingency Response System for Dynamic Environments. 50-59
  

HAIS Applications

• Frank Klawonn, Detlef D. Nauck, Katharina Tschumitschew:
  Measuring and Visualising Similarity of Customer Satisfaction Profiles for Different Customer Segments. 60-67
  
• Natsumi Kitajima, Yuichi Goto, Jingde Cheng:
  Development of a Decision-Maker in an Anticipatory Reasoning-Reacting System for Terminal Radar Control. 68-76
  
• Pan Xiong, Yaxin Bi, Xuhui Shen:
  Study of Outgoing Longwave Radiation Anomalies Associated with Two Earthquakes in China Using Wavelet Maxima. 77-87
  
• A. Lamas, Fernando López-Peña, Richard J. Duro:
  A Hybrid Approach for Designing the Control System for Underwater Vehicles. 88-95
  
• V. Díaz Casás, Francisco Bellas, Fernando López-Peña, Richard J. Duro:
  Hydrodynamic Design of Control Surfaces for Ships Using a MOEA with Neuronal Correction. 96-103
  
• Marzena Kryszkiewicz:
  Closures of Downward Closed Representations of Frequent Patterns. 104-112
  
• Agustín Gajate, Rodolfo E. Haber, José R. Alique, Pastora I. Vega:
  Transductive-Weighted Neuro-Fuzzy Inference System for Tool Wear Prediction in a Turning Process. 113-120
  
• Manuel Graña, Ivan Villaverde, José Manuel López-Guede, Borja Fernández:
  Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation. 121-128
  
• Javier Oliver, Alberto Albiol, Samuel Morillas, Guillermo Peris-Fajarnés:
  A Real-Time Person Detection Method for Moving Cameras. 129-136
  
• Alberto Carrascal, Alberto Díez, Ander Azpeitia:
  Unsupervised Methods for Anomalies Detection through Intelligent Monitoring Systems. 137-144
  
• David Billington, Vladimir Estivill-Castro, René Hexel, Andrew Rock:
  Architecture for Hybrid Robotic Behavior. 145-156
  
• Álvaro Herrero, Aitor Mata, Emilio Corchado, Lourdes Sáiz Bárcena:
  A Hybrid Solution for Advice in the Knowledge Management Field. 157-168
  

Cluster Analysis

• Thiago F. Covoes, Eduardo R. Hruschka, Leandro Nunes de Castro, Átila M. Santos:
  A Cluster-Based Feature Selection Approach. 169-176
  
• Debarati Kundu, Kaushik Suresh, Sayan Ghosh, Swagatam Das, Ajith Abraham, Youakim Badr:
  Automatic Clustering Using a Synergy of Genetic Algorithm and Multi-objective Differential Evolution. 177-186
  
• Roman Podraza:
  Credibility Coefficients in Hybrid Artificial Intelligence Systems. 187-194
  
• Jonathan de Andrade Silva, Eduardo R. Hruschka:
  An Evolutionary Algorithm for Missing Values Substitution in Classification Tasks. 195-202
  

Data Mining and Knowledge Discovery

• Kamal Ali Albashiri, Frans Coenen:
  A Generic and Extendible Multi-Agent Data Mining Framework. 203-210
  
• Leonardo Gualano, Paul Young:
  A Modular Distributed Decision Support System with Data Mining Capabilities. 211-218
  
• Ching-Hsue Cheng, Jing-Rong Chang, Chen-Yi Kuo, Shu-Ying Liao:
  A Fuzzy Quantitative Integrated Metric Model for CMMI Appraisal. 219-226
  
• Yusuf Kavurucu, Pinar Senkul, Ismail Hakki Toroslu:
  Analyzing Transitive Rules on a Hybrid Concept Discovery System. 227-234
  
• Manuel Mejía-Lavalle, Ricardo Sosa R., Nemorio González M., Liliana Argotte R.:
  Survey of Business Intelligence for Energy Markets. 235-243
  

Evolutionary Computation

• Pedro Antonio Gutiérrez, César Hervás-Martínez, J. C. Fernández, F. López-Granados:
  Hybrid Multilogistic Regression by Means of Evolutionary Radial Basis Functions: Application to Precision Agriculture. 244-251
  
• Arijit Biswas, Sambarta Dasgupta, Bijaya K. Panigrahi, V. Ravikumar Pandi, Swagatam Das, Ajith Abraham, Youakim Badr:
  Economic Load Dispatch Using a Chemotactic Differential Evolution Algorithm. 252-260
  
• Anca Gog, Camelia Chira:
  Cellular Automata Rule Detection Using Circular Asynchronous Evolutionary Search. 261-268
  
• Dario Landa Silva, Joe Henry Obit:
  Evolutionary Non-linear Great Deluge for University Course Timetabling. 269-276
  
• Rafal Drezewski, Krystian Obrocki:
  Co-operative Co-evolutionary Approach to Multi-objective Optimization. 277-284
  
• Fatos Xhafa, Juan Antonio Gonzalez, Keshav P. Dahal, Ajith Abraham:
  A GA(TS) Hybrid Algorithm for Scheduling in Computational Grids. 285-292
  
• Luis Martí, Jesús García, Antonio Berlanga, José M. Molina:
  On the Model-Building Issue of Multi-Objective Estimation of Distribution Algorithms. 293-300
  
• Irene Moser, Raymond Chiong:
  A Hooke-Jeeves Based Memetic Algorithm for Solving Dynamic Optimisation Problems. 301-309
  
• Radha Thangaraj, Millie Pant, Ajith Abraham, Youakim Badr:
  Hybrid Evolutionary Algorithm for Solving Global Optimization Problems. 310-318
  

Learning Algorithms

• Elena N. Benderskaya, Sofya V. Zhukova:
  Fragmentary Synchronization in Chaotic Neural Network and Data Mining. 319-326
  
• Krzysztof Siwek, Stanislaw Osowski:
  Two-Stage Neural Network Approach to Precise 24-Hour Load Pattern Prediction. 327-335
  
• Luis Peña, Antonio LaTorre, José María Peña, Sascha Ossowski:
  Tentative Exploration on Reinforcement Learning Algorithms for Stochastic Rewards. 336-343
  
• Raúl Cruz-Barbosa, Alfredo Vellido:
  Comparative Evaluation of Semi-supervised Geodesic GTM. 344-351
  

Real World HAIS Applications and Data Uncertainty

• Gerardo M. Mendez, Luis Leduc-Lezama, Rafael Colas, Gabriel Murillo-Pérez, Jorge Ramírez-Cuellar, José J. López:
  Application of Interval Type-2 Fuzzy Logic Systems for Control of the Coiling Entry Temperature in a Hot Strip Mill. 352-359
  
• Óscar Ibáñez, Oscar Cordón, Sergio Damas, Luis Magdalena:
  A Review on the Application of Hybrid Artificial Intelligence Systems to Optimization Problems in Operations Management. 360-367
  
• Davide Sottara, Gabriele Colombini, Luca Luccarini, Paola Mello:
  A Pool of Experts to Evaluate the Evolution of Biological Processes in SBR Plants. 368-375
  
• Camelia-Mihaela Pintea, Gloria Cerasela Crisan, Camelia Chira, Dumitru Dumitrescu:
  A Hybrid Ant-Based Approach to the Economic Triangulation Problem for Input-Output Tables. 376-383
  
• Enrique A. de la Cal, José Ramón Villar, Javier Sedano:
  A Thermodynamical Model Study for an Energy Saving Algorithm. 384-390
  

Applications of Hybrid Artificial Intelligence in Bioinformatics

• Andrilene Maciel, Luis Coradine, Roberta Vieira, Manoel Lima:
  A Fuzzy Approach of the Kohonen's Maps Applied to the Analysis of Biomedical Signals. 391-400
  
• Sam Chao, Fai Wong:
  Unearth the Hidden Supportive Information for an Intelligent Medical Diagnostic System. 401-408
  
• Lionel Morgado, Carlos Pereira:
  Incremental Kernel Machines for Protein Remote Homology Detection. 409-416
  
• André L. B. Miranda, Luís Paulo F. Garcia, André C. P. L. F. Carvalho, Ana Carolina Lorena:
  Use of Classification Algorithms in Noise Detection and Elimination. 417-424
  
• Georgina Mirceva, Andrea Kulakov, Danco Davcev:
  SGNG Protein Classifier by Matching 3D Structures. 425-432
  

Evolutionary Multiobjective Machine Learning

• Juan Carlos Fernández, César Hervás, Francisco José Martínez, Pedro Antonio Gutiérrez, Manuel Cruz:
  Memetic Pareto Differential Evolution for Designing Artificial Neural Networks in Multiclassification Problems Using Cross-Entropy Versus Sensitivity. 433-441
  
• Dirk Gorissen, Ivo Couckuyt, Karel Crombecq, Tom Dhaene:
  Pareto-Based Multi-output Model Type Selection. 442-449
  
• Amelia Zafra, Sebastián Ventura:
  A Comparison of Multi-objective Grammar-Guided Genetic Programming Methods to Multiple Instance Learning. 450-458
  

Hybrid Reasoning and Coordination Methods on Multi-Agent Systems

• Andrés Muñoz, Juan A. Botía Blaya:
  On the Formalization of an Argumentation System for Software Agents. 459-467
  
• Stella Heras, Natalia Criado, Estefania Argente, Vicente Julián:
  A Dialogue-Game Approach for Norm-Based MAS Coordination. 468-475
  
• Maria Navarro, Stella Heras, Vicente Julián:
  Incorporating a Temporal Bounded Execution to the CBR Methodology. 476-483
  
• Luis Búrdalo, Andrés Terrasa, Ana García-Fornes, Agustín Espinosa:
  Towards Providing Social Knowledge by Event Tracing in Multiagent Systems. 484-491
  
• Cristian Pinzón, Belén Pérez Lancho, Angélica González Arrieta, Ana de Luis, J. A. Román:
  A Solution CBR Agent-Based to Classify SOAP Message within SOA Environments. 492-499
  
• Luis Fernando Castillo, Manuel González Bedia, Ana L. Uribe:
  RecMas: A Multiagent System Socioconfiguration Recommendations Tool. 500-509
  

Methods of Classifiers Fusion

• Rosa Maria Valdovinos, José Salvador Sánchez:
  Combining Multiple Classifiers with Dynamic Weighted Voting. 510-516
  
• Carolina Saavedra, Rodrigo Salas, Héctor Allende, Claudio Moraga:
  Fusion of Topology Preserving Neural Networks. 517-524
  
• Konrad Jackowski, Michal Wozniak:
  Adaptive Splitting and Selection Method of Classifier Ensemble Building. 525-532
  
• Robert Burduk:
  Probability Error in Global Optimal Hierarchical Classifier with Intuitionistic Fuzzy Observations. 533-540
  
• Michal Wozniak, Konrad Jackowski:
  Some Remarks on Chosen Methods of Classifier Fusion Based on Weighted Voting. 541-548
  

Knowledge Extraction Based on Evolutionary Learning

• Yannis Marinakis, Magdalene Marinaki, Nikolaos F. Matsatsinis:
  A Hybrid Bumble Bees Mating Optimization - GRASP Algorithm for Clustering. 549-556
  
• Joaquín Derrac, Salvador García, Francisco Herrera:
  A First Study on the Use of Coevolutionary Algorithms for Instance and Feature Selection. 557-564
  
• José Ramón Villar, María del Rosario Suárez, Javier Sedano, Felipe Mateos:
  Unsupervised Feature Selection in High Dimensional Spaces and Uncertainty. 565-572
  
• Cristóbal J. Carmona, Pedro González, María José del Jesús, Francisco Herrera:
  Non-dominated Multi-objective Evolutionary Algorithm Based on Fuzzy Rules Extraction for Subgroup Discovery. 573-580
  
• J. Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera:
  A First Study on the Use of Interval-Valued Fuzzy Sets with Genetic Tuning for Classification with Imbalanced Data-Sets. 581-588
  
• Leila Shila Shafti, Eduardo Pérez:
  Feature Construction and Feature Selection in Presence of Attribute Interactions. 589-596
  
• Guiomar Corral, A. Garcia-Piquer, Albert Orriols-Puig, Albert Fornells, Elisabet Golobardes:
  Multiobjective Evolutionary Clustering Approach to Security Vulnerability Assesments. 597-604
  
• Núria Macià, Albert Orriols-Puig, Ester Bernadó-Mansilla:
  Beyond Homemade Artificial Data Sets. 605-612
  
• Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni:
  A Three-Objective Evolutionary Approach to Generate Mamdani Fuzzy Rule-Based Systems. 613-620
  
• Camelia Serban, Andreea Vescan, Horia F. Pop:
  A New Component Selection Algorithm Based on Metrics and Fuzzy Clustering Analysis. 621-628
  
• J. L. Ávila, Eva Lucrecia Gibaja Galindo, Sebastián Ventura:
  Multi-label Classification with Gene Expression Programming. 629-637
  
• Diego M. Escalante, Miguel Angel Rodriguez, Antonio Peregrín:
  An Evolutionary Ensemble-Based Method for Rule Extraction with Distributed Data. 638-645
  
• Nicolò Flugy Papè, Jesús Alcalá-Fdez, Andrea Bonarini, Francisco Herrera:
  Evolutionary Extraction of Association Rules: A Preliminary Study on their Effectiveness. 646-653
  
• Ana M. Palacios, Luciano Sánchez, Inés Couso:
  A Minimum-Risk Genetic Fuzzy Classifier Based on Low Quality Data. 654-661
  

Hybrid Systems Based on Bioinspired Algorithms and Argumentation Models

• Claudia Gómez Santillán, Laura Cruz Reyes, Eustorgio Meza Conde, Claudia Amaro Martinez, Marco Antonio Aguirre Lam, Carlos Alberto Ochoa Ortíz Zezzatti:
  Performance Analysis of the Neighboring-Ant Search Algorithm through Design of Experiment. 662-669
  
• Laura Cruz Reyes, Juan J. Gonzalez B., José Francisco Delgado Orta, Barbara A. Arrañaga C., Héctor J. Fraire H.:
  A New Approach to Improve the Ant Colony System Performance: Learning Levels. 670-677
  
• Miguel Gil, Alberto Ochoa, Antonio Zamarrón, Juan Carpio:
  Hybrid Algorithm to Data Clustering. 678-685
  

Hybrid Evolutionary Intelligence in Financial Engineering

• Dragan Simic, Ilija Tanackov, Vladeta Gajic, Svetlana Simic:
  Financial Forecasting of Invoicing and Cash Inflow Processes for Fair Exhibitions. 686-693
  
• Nikos S. Thomaidis, Georgios Dounias:
  A Hybrid Neural Network-Based Trading System. 694-701
  
• Vassilios Vassiliadis, Nikos S. Thomaidis, Georgios Dounias:
  Active Portfolio Management under a Downside Risk Framework: Comparison of a Hybrid Nature - Inspired Scheme. 702-712