Machine Learning: ECML 2000 : 11th European Conference on Machine Learning Barcelona, Catalonia, Spain, May 31 – June 2, 2000 Proceedings

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Beyond Occam’s Razor: Process-Oriented Evaluation
3. Altmetric Badge
   Chapter 2 The Representation Race — Preprocessing for Handling Time Phenomena
4. Altmetric Badge
   Chapter 3 Short-Term Profiling for a Case-Based Reasoning Recommendation System
5. Altmetric Badge
   Chapter 4 K -SVCR. A Multi-class Support Vector Machine
6. Altmetric Badge
   Chapter 5 Learning Trading Rules with Inductive Logic Programming
7. Altmetric Badge
   Chapter 6 Improving Knowledge Discovery Using Domain Knowledge in Unsupervised Learning
8. Altmetric Badge
   Chapter 7 Exploiting Classifier Combination for Early Melanoma Diagnosis Support
9. Altmetric Badge
   Chapter 8 A Comparison of Ranking Methods for Classification Algorithm Selection
10. Altmetric Badge
    Chapter 9 Hidden Markov Models with Patterns and Their Application to Integrated Circuit Testing
11. Altmetric Badge
    Chapter 10 Comparing Complete and Partial Classification for Identifying Latently Dissatisfied Customers
12. Altmetric Badge
    Chapter 11 Wrapper Generation via Grammar Induction
13. Altmetric Badge
    Chapter 12 Diversity versus Quality in Classification Ensembles Based on Feature Selection
14. Altmetric Badge
    Chapter 13 Minimax TD-Learning with Neural Nets in a Markov Game
15. Altmetric Badge
    Chapter 14 Boosting Applied to Word Sense Disambiguation
16. Altmetric Badge
    Chapter 15 A Multiple Model Cost-Sensitive Approach for Intrusion Detection
17. Altmetric Badge
    Chapter 16 Value Miner: A Data Mining Environment for the Calculation of the Customer Lifetime Value with Application to the Automotive Industry
18. Altmetric Badge
    Chapter 17 Investigation and Reduction of Discretization Variance in Decision Tree Induction
19. Altmetric Badge
    Chapter 18 Asymmetric Co-evolution for Imperfect-Information Zero-Sum Games
20. Altmetric Badge
    Chapter 19 A Machine Learning Approach to Workflow Management
21. Altmetric Badge
    Chapter 20 The Utilization of Context Signals in the Analysis of ABR Potentials by Application of Neural Networks
22. Altmetric Badge
    Chapter 21 Complexity Approximation Principle and Rissanen’s Approach to Real-Valued Parameters
23. Altmetric Badge
    Chapter 22 Handling Continuous-Valued Attributes in Decision Tree with Neural Network Modeling
24. Altmetric Badge
    Chapter 23 Learning Context-Free Grammars with a Simplicity Bias
25. Altmetric Badge
    Chapter 24 Partially Supervised Text Classification: Combining Labeled and Unlabeled Documents Using an EM-like Scheme
26. Altmetric Badge
    Chapter 25 Toward an Explanatory Similarity Measure for Nearest-Neighbor Classification
27. Altmetric Badge
    Chapter 26 Relative Unsupervised Discretization for Regression Problems
28. Altmetric Badge
    Chapter 27 Metric-Based Inductive Learning Using Semantic Height Functions
29. Altmetric Badge
    Chapter 28 Error Analysis of Automatic Speech Recognition Using Principal Direction Divisive Partitioning
30. Altmetric Badge
    Chapter 29 A Study on the Performance of Large Bayes Classifier
31. Altmetric Badge
    Chapter 30 Dynamic Discretization of Continuous Values from Time Series
32. Altmetric Badge
    Chapter 31 Using a Symbolic Machine Learning Tool to Refine Lexico-syntactic Patterns
33. Altmetric Badge
    Chapter 32 Measuring Performance when Positives Are Rare: Relative Advantage versus Predictive Accuracy — A Biological Case-Study
34. Altmetric Badge
    Chapter 33 Mining TCP/IP Traffic for Network Intrusion Detection by Using a Distributed Genetic Algorithm
35. Altmetric Badge
    Chapter 34 Learning Patterns of Behavior by Observing System Events
36. Altmetric Badge
    Chapter 35 Dimensionality Reduction through Sub-space Mapping for Nearest Neighbour Algorithms
37. Altmetric Badge
    Chapter 36 Nonparametric Regularization of Decision Trees
38. Altmetric Badge
    Chapter 37 An Efficient and Effective Procedure for Updating a Competence Model for Case-Based Reasoners
39. Altmetric Badge
    Chapter 38 Layered Learning
40. Altmetric Badge
    Chapter 39 Problem Decomposition for Behavioural Cloning
41. Altmetric Badge
    Chapter 40 Dynamic Feature Selection in Incremental Hierarchical Clustering
42. Altmetric Badge
    Chapter 41 On the Boosting Pruning Problem
43. Altmetric Badge
    Chapter 42 An Empirical Study of MetaCost Using Boosting Algorithms
44. Altmetric Badge
    Chapter 43 Clustered Partial Linear Regression
45. Altmetric Badge
    Chapter 44 Knowledge Discovery from Very Large Databases Using Frequent Concept Lattices
46. Altmetric Badge
    Chapter 45 Some Improvements on Event-Sequence Temporal Region Methods