Hybrid Artificial Intelligent Systems

1. Front Matter

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2. Plenary

   1. Addressing the Classification with Imbalanced Data: Open Problems and New Challenges on Class Distribution

      • A. Fernández, S. García, F. Herrera

      Pages 1-10

   2. A New Tool for the Modeling of AI and Machine Learning Applications: Random Walk-Jump Processes

      • Anis Yazidi, Ole-Christoffer Granmo, B. John Oommen

      Pages 11-21

   3. Pattern Recognition Based on Similarity in Linear Semi-ordered Spaces

      • Juliusz L. Kulikowski, Malgorzata Przytulska

      Pages 22-29

   4. Quo Vadis Hybrid Intelligent Systems: New Trends and Approaches

      • Ajith Abracham

      Pages 30-30

   5. Reflections on Concepts of Employment for Modern Information Fusion and Artificial Intelligence Technologies: Situation Management, Decision Making under Varying Uncertainty and Ambiguity, Sequential Decision-Making, Learning, Prediction, and Trust

      • James Llinas

      Pages 31-31

3. General Track

   1. A Genetic Algorithm Applied to a Main Sequence Stellar Model

      • Gabriela de Oliveira Penna Tavares, Marco Aurelio Cavalcanti Pacheco

      Pages 32-42

   2. Using Artificial Intelligence Techniques for Strategy Generation in the Commons Game

      • Petro Verkhogliad, B. John Oommen

      Pages 43-50

   3. Evaluation of Network Survivability Considering Degree of Disconnectivity

      • Frank Yeong-Sung Lin, Hong-Hsu Yen, Pei-Yu Chen, Ya-Fang Wen

      Pages 51-58

   4. Fuzzy Control of Trade-Off between Exploration and Exploitation Properties of Evolutionary Algorithms

      • Adam Slowik

      Pages 59-66

   5. Hybridization of Evolutionary Algorithm with Yule Walker Method to Design Minimal Phase Digital Filters with Arbitrary Amplitude Characteristics

      • Adam Slowik

      Pages 67-74

   6. Automatic Identification Approach for Sea Surface Bubbles Detection

      • Juan José Fuertes, Carlos M. Travieso, J. B. Alonso

      Pages 75-82

   7. The Application of Artificial Intelligence Hybrid in Traffic Flow

      • Ilija Tanackov, Vuk Bogdanović, Jovan Tepić, Siniša Sremac, Nenad Ruškić

      Pages 83-90

   8. Diagnosis of Partial Discharge Using Self Organizing Maps and Hierarchical Clustering – An Approach

      • Rubén Jaramillo-Vacio, Alberto Ochoa-Zezzatti, S. Jöns, Sergio Ledezma-Orozco, Camelia Chira

      Pages 91-98

   9. Bayesian Segmentation of Magnetic Resonance Images Using the α-Stable Distribution

      • Diego Salas-Gonzalez, Matthias Schlögl, Juan M. Górriz, Javier Ramírez, Elmar Lang

      Pages 99-106

   10. On-Line Valuation of Residential Premises with Evolving Fuzzy Models

       • Edwin Lughofer, Bogdan Trawiński, Krzysztof Trawiński, Tadeusz Lasota

       Pages 107-115

   11. Investigation of Genetic Algorithms with Self-Adaptive Crossover, Mutation, and Selection

       • Magdalena Smętek, Bogdan Trawiński

       Pages 116-123

   12. Hybrid Multi-agent System for Knowledge Management in Distributed Control System

       • Dariusz Choinski, Mieczyslaw Metzger, Witold Nocon

       Pages 124-131

   13. SVM with Bounds of Confidence and PLS for Quantifying the Effects of Acupuncture on Migraine Patients

       • M. López, J. M. Górriz, J. Ramírez, D. Salas-Gonzalez, R. Chaves, M. Gómez-Río

       Pages 132-139

   14. An Intelligent Automated Recognition System of Abnormal Structures in WCE Images

       • Piotr Szczypiński, Artur Klepaczko, Michał Strzelecki

       Pages 140-147

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.

• genetic algorithms
• image classification
• knowledge engineering
• machine learning
• support vector machines
• algorithm analysis and problem complexity

• GICAP Research Group, University of Burgos, Burgos, Spain

  Emilio Corchado

• Wroclaw University of Technology, Wroclaw, Poland

  Marek Kurzyński, Michał Woźniak

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