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

by Corchado, Emilio; Kurzynski, Marek; Wozniak, Michal

• ISBN13: 9783642212215
• ISBN10: 3642212212
• Format: Paperback
• Copyright: 2011-07-14
• Publisher: Springer-Verlag New York Inc

Summary

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.

Table of Contents

Hybrid Intelligent System on Logistics and Inteili Optimization
Outlier Analysis for Plastic Card Fraud Detection a Hybridized a Multi-Objective Approach	p. 1
Comparative Analysis of Recombination Operators in Genetic Algorithms for the Travelling Salesman Problem	p. 10
Multiple Local Searches to Balance Intensification and Diversifical in a Memetic Algorithm for the Linear Ordering Problem	p. 18
Enhancing Accuracy of Hybrid Packing Systems through General-Purpose Characterisation	p. 26
Metaheuristics for Combinatorial Optimization a Modelling Complex Systems
Improving Classification Performance of BCIs by Using Stationary Common Spatial Patterns and Unsupervised Bias Adaptation	p. 34
A Simple Proactive Provider Participation Technique in a Mesh-B Peer-to-Peer Streaming Service	p. 42
Modelling Non-stationarities in EEG Data with Robust Principal Component Analysis	p. 51
Performance Evaluation of Road Traffic Control Using a Fuzzy Cellular Model	p. 59
An Improved Heuristic for the Bandwidth Minimization Based on Genetic Programming	p. 67
About Inducing Simple Emergent Behavior in Large Cournot Games by Using Crowding Based Differential Evolution	p. 75
An Study of the Tree Generation Algorithms in Equation Based Model Learning with Low Quality Data	p. 84
Hybrid Systems for Context-Based Information Fusion
RT-MLR: A Hybrid Framework for Context-Aware Systems	p. 92
OAFNE: A Distributed and Adaptive Fusion Engine	p. 100
Context Representation and Fusion via Likelihood Masks for Target backing	p. 110
adaptive Data Fusion for Air Traffic Control Surveillance	p. 118
Dynamic Channel Model LMS Updating for RSS-Based Localization	p. 127
improving the Accuracy of Action Classification Using View-Dependent context Information	p. 136
A General purpose context Reasoning Environment to Deal with Tracking Problems: An Ontology-Based Prototype
Methods of Classifiers Fusion
Accuracy Updated Ensemble for Data Streams with Concept Drift	p. 155
Classifier Ensembles for Virtual Concept Drift - The DEnBoost Algorithm	p. 164
On Performance of DRSA-ANN Classifier	p. 172
Performance Analysis of Fuzzy Aggregation Operations for Combining Classifiers for Natural Textures in Images	p. 180
A Generalization of Majority Voting Scheme for Medical Image Detectors	p. 189
An Efficient Hybrid Classification Algorithm - An Example from Palliative Care Tor Gunnar Houeland	p. 197
An Effective Feature Selection Algorithm Based on the Class Similarity Used with a SVM-RDA Classifier to Protein Fold Recognition	p. 205
Empirical Comparison of Resampling Methods Using Genetic Neural Networks for a Regression Problem	p. 213
Structured Output Element Ordering in Boosting-Based Classification	p. 221
Probabilistic Approach to the Dynamic Ensemble Selection Using Measures of Competence and Diversity of Base Classifiers	p. 229
Complexity and Multithreaded Implementation Analysis of One Class-Classifiers Fuzzy Combiner	p. 237
Intelligent Systems for Data Mining and Applications
sion of Similarity Measures for Time Series Classification	p. 253
hancing IPADE Algorithm with -a Different Individual odification	p. 262
Multi objetive Evolutionary Approach for Subgroup Discovery	p. 271
ene Regulatory Networks Validation Framework Based in KEGG	p. 279
omputational Intelligence Techniques for Predicting Earthquakes	p. 287
educt-Based Analysis of Decision Algorithms: Application in Dmputational Stylistics	p. 295
Volutionary Protein Contact Maps Prediction Based on Amino Acid operties	p. 303
Comparative Study between Two Regression Methods on LiDAR ita: A Case Study	p. 311
Lalysis of Measures of Quantitative Association Rules	p. 319
Sytems, Man, and Cybernetics by SOCO-Workshop
pervised Rule Based Thermodynamic Cycles Design Technique	p. 327
A Hybrid System for Survival Analysis after EVAR Treatment of AAA	p. 344
Plenary
A Hybrid Intelligent System for Generic Decision for PID Controllers Design in Open-Loop	p. 352
Clustering Ensemble for Spam Filtering	p. 363
Hybrid Artificial Intelligence Systems in Management of Production Systems
Rule-Based Expert System Dedicated for Technological Applications	p. 373
Concept of a Data Exchange Agent System for Automatic Construction of Simulation Models of Manufacturing Processes	p. 381
Evaluation of the Risk in Production Systems with a Parallel Reliability Structure Talcing into Account Its Acceptance Level	p. 389
Production Preparation and Order Verification Systems Integration Using Method Based on Data Transformation and Data Mapping
Object-Oriented Models in an Integration of CAD/CAPP/CAP Systems	p. 405
Hybrid Artificial Intelligent Systems for Medical Applications
A Hybrid Artificial Intelligence system for Assistance in Remote Monitoring of Heart Patients	p. 413
Hybrid Patient Classification System in Nursing Logistics Activity	p. 421
An Approach of Soft Computing Applications in Clinical Neurolog	p. 429
Plenary
A Hybrid System for Dental Milling Parameters Optimisation	p. 437
Hybrid Intelligent Approaches in Cooperative Multi-robot Systems
A Hybrid Color Distance for Image Segmentation	p. 447
Empirical Study of Q-Learning Based Elemental Hose Transpo Control	p. 445
Towards Concurrent Q-Learning on Linked Multi-Component Systems	p. 463
Evolutionary Procedure for the Progressive Design of Controlle Collective Behaviors	p. 471
Topos 2: Spiking Neural Networks for Bipedal Walking in Hur Robots	p. 479
Author Index	p. 487
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