Machine Learning and Data Mining in Pattern Recognition: Second International Workshop, MLDM 2001 Leipzig, Germany, July 25–27, 2001 Proceedings

Technology of Text Mining....Pages 1-11
Evaluation of Clinical Relevance of Clinical Laboratory Investigations by Data Mining....Pages 12-22
Temporal Abstractions and Case-Based Reasoning for Medical Course Data: Two Prognostic Applications....Pages 23-34
Are Case-Based Reasoning and Dissimilarity-Based Classification Two Sides of the Same Coin?....Pages 35-51
FAM-Based Fuzzy Inference for Detecting Shot Transitions....Pages 52-61
Rule-Based Ensemble Solutions for Regression....Pages 62-72
Learning XML Grammars....Pages 73-87
First-Order Rule Induction for the Recognition of Morphological Patterns in Topographic Maps....Pages 88-101
Concepts Learning with Fuzzy Clustering and Relevance Feedback....Pages 102-116
LC: A Conceptual Clustering Algorithm....Pages 117-127
Data Mining Approach Based on Information-Statistical Analysis: Application to Temporal-Spatial Data....Pages 128-140
A Hybrid Tool for Data Mining in Picture Archiving System....Pages 141-156
Feature Selection for a Real-World Learning Task....Pages 157-172
Automatic Identification of Diatoms Using Decision Forests....Pages 173-183
Validation of Text Clustering Based on Document Contents....Pages 184-195
Statistical and Neural Approaches for Estimating Parameters of a Speckle Model Based on the Nakagami Distribution....Pages 196-205
How to Automate Neural Net Based Learning....Pages 206-216
Nonlinear Function Learning and Classification Using Optimal Radial Basis Function Networks....Pages 217-225
Local Learning Framework for Recognition of Lowercase Handwritten Characters....Pages 226-238
Mirror Image Learning for Handwritten Numeral Recognition....Pages 239-248
Face Detection by Aggregated Bayesian Network Classifiers....Pages 249-262
Towards Self-Exploring Discriminating Features....Pages 263-277
PCA-Based Model Selection and Fitting for Linear Manifolds....Pages 278-292
Statistics of Flow Vectors and Its Application to the Voting Method for the Detection of Flow Fields....Pages 293-306
On the Use of Pairwise Comparison of Hypotheses in Evolutionary Learning Applied to Learning from Visual Examples....Pages 307-321
Featureless Pattern Recognition in an Imaginary Hilbert Space and Its Application to Protein Fold Classification....Pages 322-336
Adaptive Query Shifting for Content-Based Image Retrieval....Pages 337-346
Content-Based Similarity Assessment in Multi-segmented Medical Image Data Bases....Pages 347-361