2. MLDM 2001: Leipzig, Germany

@proceedings{DBLP:conf/mldm/2001,
  editor    = {Petra Perner},
  title     = {Machine Learning and Data Mining in Pattern Recognition, Second
               International Workshop, MLDM 2001, Leipzig, Germany, July 25-27,
               2001, Proceedings},
  booktitle = {MLDM},
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {2123},
  year      = {2001},
  isbn      = {3-540-42359-1},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

Invited Papers

• Ari Visa:
  Technology of Text Mining. 1-11
  
• Ulrich Sack, Manja Kamprad:
  Evaluation of Clinical Relevance of Clinical Laboratory Investigations by Data Mining. 12-22
  

Case-Based Reasoning and Associative Memory

• Rainer Schmidt, Lothar Gierl:
  Temporal Abstractions and Case-Based Reasoning for Medical Course Data: Two Prognostic Applications. 23-34
  
• Petra Perner:
  Are Case-Based Reasoning and Dissimilarity-Based Classification Two Sides of the Same Coin? 35-51
  
• Seok-Woo Jang, Gye-Young Kim, Hyung-Il Choi:
  FAM-Based Fuzzy Inference for Detecting Shot Transitions. 52-61
  

Rule Induction and Grammars

• Nitin Indurkhya, Sholom M. Weiss:
  Rule-Based Ensemble Solutions for Regression. 62-72
  
• Henning Fernau:
  Learning XML Grammars. 73-87
  
• Donato Malerba, Floriana Esposito, Antonietta Lanza, Francesca A. Lisi:
  First-Order Rule Induction for the Recognition of Morphological Patterns in Topographic Maps. 88-101
  

Clustering and Conceptual Clustering

• Bir Bhanu, Anlei Dong:
  Concepts Learning with Fuzzy Clustering and Relevance Feedback. 102-116
  
• José Francisco Martínez Trinidad, Guillermo Sánchez-Díaz:
  LC: A Conceptual Clustering Algorithm. 117-127
  

Data Mining on Signal, Images, Text and Temporal-Spatial Data

• Bon K. Sy, Arjun K. Gupta:
  Data Mining Approach Based on Information-Statistical Analysis: Application to Temporal-Spatial Data. 128-140
  
• Petra Perner, Tatjana P. Belikova:
  A Hybrid Tool for Data Mining in Picture Archiving System. 141-156
  
• D. Kollmar, D. H. Hellmann:
  Feature Selection for a Real-World Learning Task. 157-172
  
• Stefan Fischer, Horst Bunke:
  Automatic Identification of Diatoms Using Decision Forests. 173-183
  
• Jarmo Toivonen, Ari Visa, Tomi Vesanen, Barbro Back, Hannu Vanharanta:
  Validation of Text Clustering Based on Document Contents. 184-195
  

Nonlinear Function Learning and Neural Net Based Learning

• Mark P. Wachowiak, Renata Smolíkova, Mariofanna G. Milanova, Adel Said Elmaghraby:
  Statistical and Neural Approaches for Estimating Parameters of a Speckle Model Based on the Nakagami Distribution. 196-205
  
• Roland Linder, Siegfried J. Pöppl:
  How to Automate Neural Net Based Learning. 206-216
  
• Adam Krzyzak:
  Nonlinear Function Learning and Classification Using Optimal Radial Basis Function Networks. 217-225
  

Learning for Handwriting Recognition

• Jian-xiong Dong, Adam Krzyzak, Ching Y. Suen:
  Local Learning Framework for Recognition of Lowercase Handwritten Characters. 226-238
  
• Meng Shi, Tetsushi Wakabayashi, Wataru Ohyama, Fumitaka Kimura:
  Mirror Image Learning for Handwritten Numeral Recognition. 239-248
  

Statistical and Evolutionary Learning

• Thang V. Pham, Marcel Worring, Arnold W. M. Smeulders:
  Face Detection by Aggregated Bayesian Network Classifiers. 249-262
  
• Ying Wu, Thomas S. Huang:
  Towards Self-Exploring Discriminating Features. 263-277
  
• Atsushi Imiya, Hisashi Ootani:
  PCA-Based Model Selection and Fitting for Linear Manifolds. 278-292
  
• Atsushi Imiya, Keisuke Iwawaki:
  Statistics of Flow Vectors and Its Application to the Voting Method for the Detection of Flow Fields. 293-306
  
• Krzysztof Krawiec:
  On the Use of Pairwise Comparison of Hypotheses in Evolutionary Learning Applied to Learning from Visual Examples. 307-321
  
• Vadim Mottl, Sergey Dvoenko, Oleg Seredin, Casimir A. Kulikowski, Ilya B. Muchnik:
  Featureless Pattern Recognition in an Imaginary Hilbert Space and Its Application to Protein Fold Classification. 322-336
  

Content-Based Image Retrieval

• Giorgio Giacinto, Fabio Roli, Giorgio Fumera:
  Adaptive Query Shifting for Content-Based Image Retrieval. 337-346
  
• George Potamias:
  Content-Based Similarity Assessment in Multi-segmented Medical Image Data Bases. 347-362