Adaptive and Intelligent Systems

1. Front Matter

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2. Invited Talks

   1. The Game-Theoretic Approach to Machine Learning and Adaptation

      • Nicolò Cesa-Bianchi

      Pages 1-1

   2. Exploration and Exploitation in Online Learning

      • Peter Auer

      Pages 2-2

   3. Towards Online Adaptive Ambient Intelligent Environments for Multiple Occupants

      • Hani Hagras

      Pages 3-3

   4. The Evolution of Evolutionary Computation

      • Xin Yao

      Pages 4-4

3. Regular Contributions

   1. Incremental Learning

      1. Online Identification of the System Order with ANARX Structure

         • Sven Nõmm, Juri Belikov

         Pages 5-15

      2. Incremental Semi-automatic Correction of Misclassified Spatial Objects

         • Markus Prossegger, Abdelhamid Bouchachia

         Pages 16-25

      3. On-Line Human Recognition from Video Surveillance Using Incremental SVM on Texture and Color Features

         • Yanyun Lu, Anthony Fleury, Jacques Booneart, Stéphane Lecœuche

         Pages 26-39

      4. An Improved Adaptive PID Controller Based on Online LSSVR with Multi RBF Kernel Tuning

         • Kemal Ucak, Gulay Oke

         Pages 40-51

      5. An Extended Sliding Mode Learning Algorithm for Type-2 Fuzzy Neural Networks

         • Kostadin Shiev, Nikola Shakev, Andon V. Topalov, Sevil Ahmed, Okyay Kaynak

         Pages 52-63

      6. Time Stamping in the Presence of Latency and Drift

         • Gary R. Marrs, Ray J. Hickey, Michaela M. Black

         Pages 64-75

      7. Artificial Recurrence for Classification of Streaming Data with Concept Shift

         • Piotr Sobolewski, Michał Woźniak

         Pages 76-87

      8. New Drift Detection Method for Data Streams

         • Parinaz Sobhani, Hamid Beigy

         Pages 88-97

      9. Learning Curve in Concept Drift While Using Active Learning Paradigm

         • Bartosz Kurlej, Michał Woźniak

         Pages 98-106

   2. Adaptive System Architecture

      1. Utility-Based Self-Adaption with Environment Specific Quality Models

         • Camilo Fitzgerald, Benjamin Klöpper, Shinichi Honiden

         Pages 107-118

      2. Self-adaptive Service Monitoring

         • Kassidy Clark, Martijn Warnier, Frances M. T. Brazier

         Pages 119-130

      3. Automatic Task Resolution and Adaptation in Pervasive Environments

         • Imen Ben Lahmar, Djamel Belaïd, Hamid Mukhtar, Sami Chaudhary

         Pages 131-144

      4. Subsumption Architecture for Enabling Strategic Coordination of Robot Swarms in a Gaming Scenario

         • Anna Hristoskova, Enric Junqué de Fortuny, Filip De Turck

         Pages 145-156

      5. Runtime Generation of Robot Control Code from Ontology File

         • Yuri Gavshin, Jevgeni Shumik

         Pages 157-167

   3. Intelligent System Engineering

      1. Mobile Robot Self-diagnosis with a Bank of Adaptive Particle Filters

         • Michał Zając

         Pages 168-179

This book constitutes the proceedings of the International Conference on Adaptive and Intelligent Systems, ICAIS 2011, held in Klagenfurt, Austria, in September 2011. The 36 full papers included in these proceedings together with the abstracts of 4 invited talks, were carefully reviewed and selected from 72 submissions. The contributions are organized under the following topical sections: incremental learning; adaptive system architecture; intelligent system engineering; data mining and pattern recognition; intelligent agents; and computational intelligence.

• adaptive systems
• algorithmic learning
• biometric recognition
• genetic algorithms
• intelligent data analysis
• self-adaptation
• self-diagnosis

• Department of Informatics-Systems, University of Klagenfurt, Klagenfurt, Austria

  Abdelhamid Bouchachia

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