Hybrid Artificial Intelligent Systems: 6th International Conference, HAIS 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part II

Overview

The two LNAI volumes 6678 and 6679 constitute the proceedings of the 6th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2011, held in Wroclaw, Poland, in May 2011.
The 114 papers published in these proceedings were carefully reviewed and selected from 241 submissions. They are organized in topical sessions on hybrid intelligence systems on logistics and intelligent optimization; metaheuristics for combinatorial optimization and modelling complex systems;...

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Overview

The two LNAI volumes 6678 and 6679 constitute the proceedings of the 6th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2011, held in Wroclaw, Poland, in May 2011.
The 114 papers published in these proceedings were carefully reviewed and selected from 241 submissions. They are organized in topical sessions on hybrid intelligence systems on logistics and intelligent optimization; metaheuristics for combinatorial optimization and modelling complex systems; hybrid systems for context-based information fusion; methods of classifier fusion; intelligent systems for data mining and applications; systems, man, and cybernetics; hybrid artificial intelligence systems in management of production systems; hybrid artificial intelligent systems for medical applications; and hybrid intelligent approaches in cooperative multi-robot systems.

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Table of Contents

Hybrid Intelligent System on Logistics and Inteili Optimization

Outlier Analysis for Plastic Card Fraud Detection a Hybridized a Multi-Objective Approach Arturo Elìas Alberto Ochoa-Zezzatti Alejandro Padilla Julio Ponce 1

Comparative Analysis of Recombination Operators in Genetic Algorithms for the Travelling Salesman Problem Anca Gog Camelia Chira 10

Multiple Local Searches to Balance Intensification and Diversifical in a Memetic Algorithm for the Linear Ordering Problem Héctor Joaquín Fraire Huacuja Guadalupe Castilla Valdez Claudia G. Gómez Santillan Juan Javier González Barbosa Rodolfo A. Pazos R Shulamith S. Bastiani Medina David Terán Villanueva 18

Enhancing Accuracy of Hybrid Packing Systems through General-Purpose Characterisation Laura Cruz-Reyes Claudia Gómez-Santillán Satu Elisa Schae Marcela Quiroz-Castellanos Victor M. Alvarez-Hernández Verónica Pérez-Rosas 26

Metaheuristics for Combinatorial Optimization a Modelling Complex Systems

Improving Classification Performance of BCIs by Using Stationary Common Spatial Patterns and Unsupervised Bias Adaptation Wojciech Wojcikiewicz Carmen Vidaurre Motoaki Kawanable 34

A Simple Proactive Provider Participation Technique in a Mesh-B Peer-to-Peer Streaming Service Darío Padula María Elisa Bertinat Franco Robledo Amoza Pablo Rodriguez-Bocca Pablo Romero 42

Modelling Non-stationarities in EEG Data with Robust Principal Component Analysis Javier Pascual Motoaki Kawanabe Carmen Vidaurre 51

Performance Evaluation of Road Traffic Control Using a Fuzzy Cellular Model Barttomiej Ptaczek 59

An Improved Heuristic for the Bandwidth Minimization Based on Genetic Programming P.G Pop O. Matei 67

About Inducing Simple Emergent Behavior in Large Cournot Games by Using Crowding Based Differential Evolution Rodica Ioana Lung 75

An Study of the Tree Generation Algorithms in Equation Based Model Learning with Low Quality Data Alba Berzosa José R. Villar Javier Sedano Marco García-Tamargo Enrique de la Cal 84

Hybrid Systems for Context-Based Information Fusion

RT-MLR: A Hybrid Framework for Context-Aware Systems Pablo Rangel José G. de Carvalho Jr. Milton R. Ramirez Jano M. de Souza 92

OAFNE: A Distributed and Adaptive Fusion Engine Maarten Ditzel Sebastiaan van den Broek Patrick Hanckmann Miranda van lersel 100

Context Representation and Fusion via Likelihood Masks for Target backing Lauro Snidaro Ingrid Visentini Gian Luca Foresti 110

adaptive Data Fusion for Air Traffic Control Surveillance Juan A. Besada Guillermo Frontera Ana M. Bernardos Gonzalo de Miguel 118

Dynamic Channel Model LMS Updating for RSS-Based Localization Paula Tarrío Ana M. Bernardos Xian Wang José R. Casar 127

improving the Accuracy of Action Classification Using View-Dependent context Information Rodrigo Cilia Miguel A. Patricio Antonio Berlanga Jos M. Molina 136

A General purpose context Reasoning Environment to Deal with Tracking Problems: An Ontology-Based Prototype Miguel A. Serrano Miguel A. Patricio Jesú Garcí José M. Molina

Methods of Classifiers Fusion

Accuracy Updated Ensemble for Data Streams with Concept Drift Daríusz Brzezinski Jerzy Stefanowski 155

Classifier Ensembles for Virtual Concept Drift - The DEnBoost Algorithm Kamil Bartocha Igor T. Podolak 164

On Performance of DRSA-ANN Classifier Urszula Stañczyk 172

Performance Analysis of Fuzzy Aggregation Operations for Combining Classifiers for Natural Textures in Images María Guijarro Gonzalo Pajares P. Javier Herrera J.M. de la Cruz 180

A Generalization of Majority Voting Scheme for Medical Image Detectors Henrietta Toman Laszlo Kovacs Agnes Jonas Lajos Hajdu Andras Hajdu 189

An Efficient Hybrid Classification Algorithm - An Example from Palliative Care Tor Gunnar Houeland Agnar Aamodt 197

An Effective Feature Selection Algorithm Based on the Class Similarity Used with a SVM-RDA Classifier to Protein Fold Recognition Wieslaw Chmielnicki Katarzyna Stapor 205

Empirical Comparison of Resampling Methods Using Genetic Neural Networks for a Regression Problem Tadeusz Lasota Zbignieui Telec Grzegorz Trawinski Bogdan TrawiDski 213

Structured Output Element Ordering in Boosting-Based Classification Tomasz Kajdanowicz Przemyslaw Kazienko 221

Probabilistic Approach to the Dynamic Ensemble Selection Using Measures of Competence and Diversity of Base Classifiers Rafal Lysiak Marek Kurzynski Tomasz Woloszynski 229

Complexity and Multithreaded Implementation Analysis of One Class-Classifiers Fuzzy Combiner Tomaz Wilk Michal Wozniak 237

Intelligent Systems for Data Mining and Applications

sion of Similarity Measures for Time Series Classification Krisztian Buza Alexandros Nanopouios Lars Schmidt-Thieme 253

hancing IPADE Algorithm with -a Different Individual odification Isaac Triguero Salvador García Francisco Herrera 262

Multi objetive Evolutionary Approach for Subgroup Discovery Victoria, Pachón Jacinto Mata Juan Luis Domínguez Manuel J. Maña 271

ene Regulatory Networks Validation Framework Based in KEGG Norberto Díaz-Díaz Francisco Gómez- Vela Domingo S. Rodriguez-Baena Jesùs Aguilar-Ruiz 279

omputational Intelligence Techniques for Predicting Earthquakes F. Martínez-álvarez A. Troncoso A. Morales-Esteban J.C. Riquelme 287

educt-Based Analysis of Decision Algorithms: Application in Dmputational Stylistics Urszuta Stañczyk 295

Volutionary Protein Contact Maps Prediction Based on Amino Acid operties Alfonso E. Márquez Chamorro Federico Divina Jesús S. Aguilar-Ruiz 303

Comparative Study between Two Regression Methods on LiDAR ita: A Case Study Jorge García- Gutiérrez Eduardo González-Feireiro Daniel Mateos-Garía Jose C. Riquelme-Santos David Miranda 311

Lalysis of Measures of Quantitative Association Rules M. Martínez-Ballesteros J.C. Riquelme 319

Sytems, Man, and Cybernetics by SOCO-Workshop

pervised Rule Based Thermodynamic Cycles Design Technique Ramon Ferreiro Garcia Jose Luis Calvo Rolle 327

A Hybrid System for Survival Analysis after EVAR Treatment of AAA Josu Maiora Manuel Grña 344

Plenary

A Hybrid Intelligent System for Generic Decision for PID Controllers Design in Open-Loop José Luis Calvo-Rolle Emilio Corchado Amer Laham Ramón Ferreiro García 352

Clustering Ensemble for Spam Filtering Santiago Porras Bruno Baruque Belén Vaqueiizo Emilio Corchado 363

Hybrid Artificial Intelligence Systems in Management of Production Systems

Rule-Based Expert System Dedicated for Technological Applications Edward Chlebus Karnil Krot Michal Kuliberda 373

Concept of a Data Exchange Agent System for Automatic Construction of Simulation Models of Manufacturing Processes Edward Chlebus Anna Burduk Arkadiusz Kowalski 381

Evaluation of the Risk in Production Systems with a Parallel Reliability Structure Talcing into Account Its Acceptance Level Anna Burduk 389

Production Preparation and Order Verification Systems Integration Using Method Based on Data Transformation and Data Mapping Bozena Skolud Damian Krenczyk\p397

Object-Oriented Models in an Integration of CAD/CAPP/CAP Systems Cezary Grabowik Krzysztof Kalinowski 405

Hybrid Artificial Intelligent Systems for Medical Applications

A Hybrid Artificial Intelligence system for Assistance in Remote Monitoring of Heart Patients Theodor Heinze Robert Wiershke Alexander Schact Martin van Löwis 413

Hybrid Patient Classification System in Nursing Logistics Activity Dragan Simic Dragana Milutinovic Svetlana Simi Vesna Suknaja 421

An Approach of Soft Computing Applications in Clinical Neurolog Dragan Simic Svetlana Simic Ilija Tanackov 429

Plenary

A Hybrid System for Dental Milling Parameters Optimisation Vicente Vera Javier Sedano Emilio Corchado Raquel Redon Beatriz Hernando Monica Camara Arner Laham Aivaro Enrique Garcia 437

Hybrid Intelligent Approaches in Cooperative Multi-robot Systems

A Hybrid Color Distance for Image Segmentation R. Moreno M.Graña A. d'Anjou 447

Empirical Study of Q-Learning Based Elemental Hose Transpo Control Jose Manuel Lopez-Guede Borja Fernandez-Gauña Manuel Graña Ekaitz Zulueta 445

Towards Concurrent Q-Learning on Linked Multi-Component Systems Borja Fernandez-Gauna Jose Manuel Lopez-Guede Manuel Graña 463

Evolutionary Procedure for the Progressive Design of Controlle Collective Behaviors P. Caamaño J.A. Becerra F. Bellas A. Prieto R.J. Duro 471

Topos 2: Spiking Neural Networks for Bipedal Walking in Hur Robots Pablo Gonzdlez-Nalda Blanca Cases 479

Author Index 487

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