Intelligent Data Engineering and Automated Learning - IDEAL 2007

Learning and Information Processing

1. Support Function Machines

   • Jiuzhen Liang

   Pages 1-9

2. Different Bayesian Network Models in the Classification of Remote Sensing Images

   • Cristina Solares, Ana Maria Sanz

   Pages 10-16

3. Group Decision Making with Triangular Fuzzy Linguistic Variables

   • Zeshui Xu

   Pages 17-26

4. Sparse Kernel Modelling: A Unified Approach

   • S. Chen, X. Hong, C. J. Harris

   Pages 27-36

5. Advanced Forecasting and Classification Technique for Condition Monitoring of Rotating Machinery

   • Ilya Mokhov, Alexey Minin

   Pages 37-46

6. Out of Bootstrap Estimation of Generalization Error Curves in Bagging Ensembles

   • Daniel Hernández-Lobato, Gonzalo Martínez-Muñoz, Alberto Suárez

   Pages 47-56

7. An Edit Distance Approach to Shallow Semantic Labeling

   • Samuel W. K. Chan

   Pages 57-66

8. A Comparison of One-Class Classifiers for Novelty Detection in Forensic Case Data

   • Frédéric Ratle, Mikhail Kanevski, Anne-Laure Terrettaz-Zufferey, Pierre Esseiva, Olivier Ribaux

   Pages 67-76

9. Variational GTM

   • Iván Olier, Alfredo Vellido

   Pages 77-86

10. Skill Combination for Reinforcement Learning

    • Zhihui Luo, David Bell, Barry McCollum

    Pages 87-96

11. A New Recurring Multistage Evolutionary Algorithm for Solving Problems Efficiently

    • Md. Monirul Islam, Mohammad Shafiul Alam, Kazuyuki Murase

    Pages 97-106

12. The Effect of Missing Wind Speed Data on Wind Power Estimation

    • Fatih Onur Hocaog̃lu, Mehmet Kurban

    Pages 107-114

13. Exploration of a Text Collection and Identification of Topics by Clustering

    • Antoine Naud, Shiro Usui

    Pages 115-124

14. Asynchronous BCI Control of a Robot Simulator with Supervised Online Training

    • Chun Sing Louis Tsui, John Q. Gan

    Pages 125-134

15. Fuzzy Ridge Regression with Non Symmetric Membership Functions and Quadratic Models

    • S. Donoso, N. Marín, M. A. Vila

    Pages 135-144

16. A Subjective and Objective Integrated Method for MAGDM Problems with Multiple Types of Exact Preference Formats

    • Zeshui Xu, Jian Chen

    Pages 145-154

17. Energy Saving by Means of Fuzzy Systems

    • José R. Villar, Enrique de la Cal, Javier Sedano

    Pages 155-167

18. A Comparative Study of Local Classifiers Based on Clustering Techniques and One-Layer Neural Networks

    • Yuridia Gago-Pallares, Oscar Fontenla-Romero, Amparo Alonso-Betanzos

    Pages 168-177

19. Filter Methods for Feature Selection – A Comparative Study

    • Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, María Tombilla-Sanromán

    Pages 178-187