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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
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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
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    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
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  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
    15. Effective Diagnosis of Alzheimer’s Disease by Means of Distance Metric Learning
      R. Chaves, J. Ramírez, J. M. Górriz, D. Salas-Gonzalez, M. López, I. Illán et al.
      Pages 148-155
    16. Risk Estimation for Hierarchical Classifier
      I. T. Podolak, A. Roman
      Pages 156-163
    17. Combining Meta-learning and Active Selection of Datasetoids for Algorithm Selection
      Ricardo B. C. Prudêncio, Carlos Soares, Teresa B. Ludermir
      Pages 164-171
    18. A Parallel Genetic Programming Algorithm for Classification
      Alberto Cano, Amelia Zafra, Sebastián Ventura
      Pages 172-181
    19. Evolutionary Algorithm for P2P Multicasting Network Design Problem
      Michał Wiśniewski, Krzysztof Walkowiak
      Pages 182-189
    20. A Focused Wave Front Algorithm for Mobile Robot Path Planning
      Anshika Pal, Ritu Tiwari, Anupam Shukla
      Pages 190-197
    21. Evolving Temporal Fuzzy Association Rules from Quantitative Data with a Multi-Objective Evolutionary Algorithm
      Stephen G. Matthews, Mario A. Gongora, Adrian A. Hopgood
      Pages 198-205
    22. Stereovision-Based Obstacle Avoidance Procedure for Autonomous Mobile Platforms
      Maciej Polańczyk, Agnieszka Owczarek, Michał Strzelecki, Krzysztof Ślot
      Pages 206-213
    23. Detecting Unknown Attacks in Wireless Sensor Networks Using Clustering Techniques
      Z. Banković, J. M. Moya, J. C. Vallejo, D. Fraga
      Pages 214-221
    24. A Hybrid System with Regression Trees in Steel-Making Process
      Mirosław Kordos, Marcin Blachnik, Marcin Perzyk, Jacek Kozłowski, Orestes Bystrzycki, Mateusz Gródek et al.
      Pages 222-230
    25. Interval Type-2 Fuzzy Modelling and Simulated Annealing for Real-World Inventory Management
      Simon Miller, Mario Gongora, Robert John
      Pages 231-238
    26. An Evidential Fusion Architecture for People Surveillance in Wide Open Areas
      M. Fornaciari, D. Sottara, A. Prati, P. Mello, R. Cucchiara
      Pages 239-246
    27. Artificial Neural Networks Application in Software Testing Selection Method
      Kristina Smilgyte, Jovita Nenortaite
      Pages 247-254
    28. Combining OWL Ontology and Schema Annotations in Metadata Management
      Tadeusz Pankowski
      Pages 255-262
    29. Benchmarking IBHM Method Using NN3 Competition Dataset
      Paweł Zawistowski, Jarosław Arabas
      Pages 263-270
    30. Face Tracking Using Adaptive Appearance Models and Convolutional Neural Network
      Boguslaw Rymut, Bogdan Kwolek
      Pages 271-279
    31. Genetic Selection of Subgraphs for Automatic Reasoning in Design Systems
      Barbara Strug
      Pages 280-287
    32. Controlling the Prediction Accuracy by Adjusting the Abstraction Levels
      Tomasz Łukaszewski, Joanna Józefowska, Agnieszka Ławrynowicz, Łukasz Józefowski, Andrzej Lisiecki
      Pages 288-295
    33. Delta Analysis: A Hybrid Quantitative Approach for Measuring Discrepancies between Business Process Models
      Eren Esgin, Pinar Senkul
      Pages 296-304
    34. Analysis of Face Gestures for Human-Computer Interaction
      Jacek Rondio, Aleksandra Królak
      Pages 305-312
    35. Assessing Safety of Object Pushing Using the Principle of Reversibility
      Yuri Gavshin, Maarja Kruusmaa
      Pages 313-320
    36. Class Prediction in Microarray Studies Based on Activation of Pathways
      Henryk Maciejewski
      Pages 321-328
    37. A Hybrid Approach for ECG Classification Based on Particle Swarm Optimization and Support Vector Machine
      Dawid Kopiec, Jerzy Martyna
      Pages 329-337
    38. Fuzzy Modeling of Digital Products Pricing in the Virtual Marketplace
      Jaroslaw Jankowski, Jaroslaw Watrobski, Mateusz Piwowarski
      Pages 338-346
    39. An Algorithm Based on Genetic Fuzzy Systems for the Selection of Routes in Multi-Sink Wireless Sensor Networks
      Lliam B. Leal, Marcus Vincius de S. Lemos, Raimir Holanda Filho, Ricardo A. L. Rabelo, Fabio A. S. Borges
      Pages 347-355
    40. Hybrid Analytical and ANN-Based Modelling of Temperature Sensors Nonlinear Dynamic Properties
      Lidia Jackowska-Strumillo
      Pages 356-363
    41. An Improved Annealing Algorithm for Throughput Maximization in Static Overlay-Based Multicast Systems
      Michal Kucharzak, Krzysztof Walkowiak
      Pages 364-371
    42. An Implementation of Differential Evolution for Independent Tasks Scheduling on GPU
      Pavel Krömer, Jan Platoš, Václav Snášel, Ajith Abraham
      Pages 372-379
    43. Collaborative Community Detection in Complex Networks
      Camelia Chira, Anca Gog
      Pages 380-387
    44. JCLEC Meets WEKA!
      A. Cano, J. M. Luna, J. L. Olmo, S. Ventura
      Pages 388-395

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
  • Buy this book on publisher's site