5. PKDD 2001: Freiburg, Germany

@proceedings{DBLP:conf/pkdd/2001,
  editor    = {Luc De Raedt and
               Arno Siebes},
  title     = {Principles of Data Mining and Knowledge Discovery, 5th European
               Conference, PKDD 2001, Freiburg, Germany, September 3-5, 2001,
               Proceedings},
  booktitle = {PKDD},
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {2168},
  year      = {2001},
  isbn      = {3-540-42534-9},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

Regular Papers

• Jafar Adibi, Wei-Min Shen:
  Self-Similar Layered Hidden Markov Models. 1-15
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• Massih-Reza Amini, Patrick Gallinari:
  Automatic Text Summarization Using Unsupervised and Semi-supervised Learning. 16-28
  Electronic Edition (Springer LINK) BibTeX
• Hendrik Blockeel, Johannes Fürnkranz, Alexia Prskawetz, Francesco C. Billari:
  Detecting Temporal Change in Event Sequences: An Application to Demographic Data. 29-41
  Electronic Edition (Springer LINK) BibTeX
• Amanda Clare, Ross D. King:
  Knowledge Discovery in Multi-label Phenotype Data. 42-53
  Electronic Edition (Springer LINK) BibTeX
• Frans Coenen, Graham Goulbourne, Paul H. Leng:
  Computing Association Rules Using Partial Totals. 54-66
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• Clare Bates Congdon:
  Gaphyl: A Genetic Algorithms Approach to Cladistics. 67-78
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• Ömer Egecioglu:
  Parametric Approximation Algorithms for High-Dimensional Euclidean Similarity. 79-90
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• Vladimir Estivill-Castro, Michael E. Houle:
  Data Structures for Minimization of Total Within-Group Distance for Spatio-temporal Clustering. 91-102
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• Vladimir Estivill-Castro, Jianhua Yang:
  Non-crisp Clustering by Fast, Convergent, and Robust Algorithms. 103-114
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• Pierre Geurts:
  Pattern Extraction for Time Series Classification. 115-127
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• Fosca Giannotti, Giuseppe Manco, Franco Turini:
  Specifying Mining Algorithms with Iterative User-Defined Aggregates: A Case Study. 128-139
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• Jeannette M. de Graaf, Walter A. Kosters, Jeroen J. W. Witteman:
  Interesting Fuzzy Association Rules in Quantitative Databases. 140-151
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• Attila Gyenesei:
  Interestingness Measures for Fuzzy Association Rules. 152-164
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• Maria Halkidi, Michalis Vazirgiannis:
  A Data Set Oriented Approach for Clustering Algorithm Selection. 165-179
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• Melanie Hilario, Alexandros Kalousis:
  Fusion of Meta-knowledge and Meta-data for Case-Based Model Selection. 180-191
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• Frank Höppner:
  Discovery of Temporal Patterns. Learning Rules about the Qualitative Behaviour of Time Series. 192-203
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• Rie Honda, Osamu Konishi:
  Temporal Rule Discovery for Time-Series Satellite Images and Integration with RDB. 204-215
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• Theodore W. Hong, Keith L. Clark:
  Using Grammatical Inference to Automate Information Extraction from the Web. 216-227
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• Yuh-Jyh Hu:
  Biological Sequence Data Mining. 228-240
  Electronic Edition (Springer LINK) BibTeX
• Eyke Hüllermeier:
  Implication-Based Fuzzy Association Rules. 241-252
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• Szymon Jaroszewicz, Dan A. Simovici:
  A General Measure of Rule Interestingness. 253-265
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• Jörg Kindermann, Gerhard Paass, Edda Leopold:
  Error Correcting Codes with Optimized Kullback-Leibler Distances for Text Categorization. 266-276
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• Arno J. Knobbe, Marc de Haas, Arno Siebes:
  Propositionalisation and Aggregates. 277-288
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• Sergei O. Kuznetsov, Sergei A. Obiedkov:
  Algorithms for the Construction of Concept Lattices and Their Diagram Graphs. 289-300
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• Aleksandar Lazarevic, Zoran Obradovic:
  Data Reduction Using Multiple Models Integration. 301-313
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• Roberto R. F. Mendes, Fabricio de B. Voznika, Alex Alves Freitas, Júlio C. Nievola:
  Discovering Fuzzy Classification Rules with Genetic Programming and Co-evolution. 314-325
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• Claire Nedellec, Mohamed Ould Abdel Vetah, Philippe Bessières:
  Sentence Filtering for Information Extraction in Genomics, a Classification Problem. 326-337
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• Jörg Ontrup, Helge Ritter:
  Text Categorization and Semantic Browsing with Self-Organizing Maps on Non-euclidean Spaces. 338-349
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• Yen-Jen Oyang, Chien-Yu Chen, Tsui-Wei Yang:
  A Study on the Hierarchical Data Clustering Algorithm Based on Gravity Theory. 350-361
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• Laurence A. F. Park, Marimuthu Palaniswami, Kotagiri Ramamohanarao:
  Internet Document Filtering Using Fourier Domain Scoring. 362-373
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• Francisco Pereira, Marcel Just, Tom M. Mitchell:
  Distinguishing Natural Language Processes on the Basis of fMRI-Measured Brain Activation. 374-385
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• Nathalie Pernelle, Marie-Christine Rousset, Véronique Ventos:
  Automatic Construction and Refinement of a Class Hierarchy over Multi-valued Data. 386-398
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• Céline Robardet, Fabien Feschet:
  Comparison of Three Objective Functions for Conceptual Clustering. 399-410
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• Felice M. Roberts, Richard J. Povinelli, Kristina M. Ropella:
  Identification of ECG Arrhythmias Using Phase Space Reconstruction. 411-423
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• Tobias Scheffer:
  Finding Association Rules That Trade Support Optimally against Confidence. 424-435
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• Einoshin Suzuki, Masafumi Gotoh, Yuta Choki:
  Bloomy Decision Tree for Multi-objective Classification. 436-447
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• Shusaku Tsumoto:
  Discovery of Temporal Knowledge in Medical Time-Series Databases Using Moving Average, Multiscale Matching, and Rule Induction. 448-459
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• Shusaku Tsumoto:
  Mining Positive and Negative Knowledge in Clinical Databases Based on Rough Set Model. 460-471
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• Antony Unwin, Heike Hofmann, Klaus Bernt:
  The TwoKey Plot for Multiple Association Rules Control. 472-483
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• Sholom M. Weiss, Nitin Indurkhya:
  Lightweight Collaborative Filtering Method for Binary-Encoded Data. 484-491
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Invited Papers

• Thomas G. Dietterich, Xin Wang:
  Support Vectors for Reinforcement Learning. 492
  Electronic Edition (Springer LINK) BibTeX
• Heikki Mannila:
  Combining Discrete Algorithmic and Probabilistic Approaches in Data Mining. 493
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• Antony Unwin:
  Statistification or Mystification? The Need for Statistical Thought in Visual Data Mining. 494
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• Gerhard Widmer:
  The Musical Expression Project: A Challenge for Machine Learning and Knowledge Discovery. 495-506
  Electronic Edition (Springer LINK) BibTeX
• Stefan Wrobel:
  Scalability, Search, and Sampling: From Smart Algorithms to Active Discovery. 507
  Electronic Edition (Springer LINK) BibTeX