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  • Conference proceedings
  • © 2003

Data Warehousing and Knowledge Discovery

5th International Conference, DaWaK 2003, Prague, Czech Republic, September 3-5,2003, Proceedings

Editors:

  1. Yahiko Kambayashi

    1. Graduate School of Informatics, Kyoto University, Kyoto, Japan

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  2. Mukesh Mohania

    1. I.B.M. India Research Lab, India

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  3. Wolfram Wöß

    1. Institute for Application Oriented Knowledge Processing (FAW), Johannes Kepler University Linz, Austria

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 2737)

Conference series link(s): DaWaK: International Conference on Big Data Analytics and Knowledge Discovery

Conference proceedings info: DaWaK 2003.

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Table of contents (42 papers)

  1. Association Rules and Decision Trees

    1. Generating Effective Classifiers with Supervised Learning of Genetic Programming

      • Been-Chian Chien, Jui-Hsiang Yang, nd Wen-Yang Lin
      Pages 192-201

  2. Clustering I

    1. Clustering by Regression Analysis

      • Masahiro Motoyoshi, Takao Miura, Isamu Shioya
      Pages 202-211

    3. Incremental OPTICS: Efficient Computation of Updates in a Hierarchical Cluster Ordering

      • Hans-Peter Kriegel, Peer Kröoger, Irina Gotlibovich
      Pages 224-233

  3. Clustering II

    1. On Complementarity of Cluster and Outlier Detection Schemes

      • Zhixiang Chen, Ada Wai-Chee Fu, Jian Tang
      Pages 234-243

    2. Cluster Validity Using Support Vector Machines

      • Vladimir Estivill-Castro, Jianhua Yang
      Pages 244-256

    3. FSSM: Fast Construction of the Optimized Segment Support Map

      • Kok-Leong Ong, Wee-Keong Ng, Ee-Peng Lim
      Pages 257-266

  4. Association Rule Mining

    2. Parameterless Data Compression and Noise Filtering Using Association Rule Mining

      • Yew-Kwong Woon, Xiang Li, Wee-Keong Ng, Wen-Feng Lu
      Pages 278-287

  5. Data Analysis and Discovery

    1. A Distance-Based Approach to Find Interesting Patterns

      • Chen Zheng, Yanfen Zhao
      Pages 299-308

    2. Similarity Search in Structured Data

      • Hans-Peter Kriegel, Stefan Schönauer
      Pages 309-319

  6. Ontologies and Improving Data Quality

    1. Using an Interest Ontology for Improved Support in Rule Mining

      • Xiaoming Chen, Xuan Zhou, Richard Scherl, James Geller
      Pages 320-329

    2. Fraud Formalization and Detection

      • Bharat Bhargava, Yuhui Zhong, Yunhua Lu
      Pages 330-339

  7. Queries and Data Patterns

    2. Comprehensive Log Compression with Frequent Patterns

      • Kimmo Hätönen, Jean François Boulicaut, Mika Klemettinen, Markus Miettinen, Cyrille Masson
      Pages 360-370

  8. Improving Database Query Engine

    1. A New Computation Model for Rough Set Theory Based on Database Systems

      • Jianchao Han, Xiaohua Hu, T. Y. Lin
      Pages 381-390

    2. Computing SQL Queries with Boolean Aggregates

      • Antonio Badia
      Pages 391-400
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About this book

This book constitutes the refereed proceedings of the 5th International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2003, held in Prague, Czech Republic in September 2003.

The 41 revised full papers presented were carefully reviewed and selected from more than 130 submissions. The papers are organized in topical sections on data cubes and queries, multidimensional data models, Web warehousing, change detection, Web mining and association rules, association rules and decision trees, clustering, association rule mining, data analysis and discovery, ontologies and improving data quality, queries and data patterns, improving database query engines, and sampling and vector classification.

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Keywords

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Editors and Affiliations

  • Graduate School of Informatics, Kyoto University, Kyoto, Japan

    Yahiko Kambayashi

  • I.B.M. India Research Lab, India

    Mukesh Mohania

  • Institute for Application Oriented Knowledge Processing (FAW), Johannes Kepler University Linz, Austria

    Wolfram Wöß

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Bibliographic Information

  • Book Title: Data Warehousing and Knowledge Discovery

  • Book Subtitle: 5th International Conference, DaWaK 2003, Prague, Czech Republic, September 3-5,2003, Proceedings

  • Editors: Yahiko Kambayashi, Mukesh Mohania, Wolfram Wöß

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/b11825

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2003

  • Softcover ISBN: 978-3-540-40807-9Published: 21 August 2003

  • eBook ISBN: 978-3-540-45228-7Published: 24 October 2003

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XIV, 438

  • Topics: Computer Science, general

  • Industry Sectors: IT & Software, Telecommunications

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Buy it now

eBook USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

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