Hybrid Artificial Intelligent Systems

6th International Conference, HAIS 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part I

  • Emilio Corchado
  • Marek Kurzyński
  • Michał Woźniak
Conference proceedings HAIS 2011

Part of the Lecture Notes in Computer Science book series (LNCS, volume 6678)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 6678)

Table of contents

  1. Front Matter
    PDF

  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
      PDF
    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
      PDF

  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

Other volumes

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

About these proceedings

Introduction

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; habrid artificial intelligent systems for medical applications; and hybrid intelligent approaches in cooperative multi-robot systems.

Keywords

genetic algorithms image classification knowledge engineering machine learning support vector machines

Editors and affiliations

  • Emilio Corchado
    • 1
  • Marek Kurzyński
    • 2
  • Michał Woźniak
    • 2
  1. 1.GICAP Research GroupUniversity of BurgosBurgosSpain
  2. 2.Wroclaw University of TechnologyWroclawPoland

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-21219-2
  • Copyright Information Springer Berlin Heidelberg 2011
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-21218-5
  • Online ISBN 978-3-642-21219-2
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • About this book