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  • © 2009

Data Warehousing and Knowledge Discovery

11th International Conference, DaWaK 2009 Linz, Austria, August 31-September 2, 2009 Proceedings

Conference proceedings info: DaWaK 2009.

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Table of contents (37 papers)

  1. Front Matter

  2. Invited Talk

    1. New Challenges in Information Integration

      • Laura M. Haas, Aya Soffer
      Pages 1-8
  3. Data Warehouse Modeling

    1. What Is Spatio-Temporal Data Warehousing?

      • Alejandro Vaisman, Esteban Zimányi
      Pages 9-23
    2. Towards a Modernization Process for Secure Data Warehouses

      • Carlos Blanco, Ricardo Pérez-Castillo, Arnulfo Hernández, Eduardo Fernández-Medina, Juan Trujillo
      Pages 24-35
    3. Visual Modelling of Data Warehousing Flows with UML Profiles

      • Jesús Pardillo, Matteo Golfarelli, Stefano Rizzi, Juan Trujillo
      Pages 36-47
  4. Data Streams

    1. Data Stream Prediction Using Incremental Hidden Markov Models

      • Kei Wakabayashi, Takao Miura
      Pages 63-74
    2. History Guided Low-Cost Change Detection in Streams

      • Weiyun Huang, Edward Omiecinski, Leo Mark, Minh Quoc Nguyen
      Pages 75-86
  5. Physical Design

    1. HOBI: Hierarchically Organized Bitmap Index for Indexing Dimensional Data

      • Jan Chmiel, Tadeusz Morzy, Robert Wrembel
      Pages 87-98
    2. Fast Loads and Fast Queries

      • Goetz Graefe
      Pages 111-124
  6. Data Cubes

    1. BitCube: A Bottom-Up Cubing Engineering

      • Alfredo Ferro, Rosalba Giugno, Piera Laura Puglisi, Alfredo Pulvirenti
      Pages 189-203
    2. Exact and Approximate Sizes of Convex Datacubes

      • Sébastien Nedjar
      Pages 204-215
  7. Data Mining Applications

    1. Customer Churn Prediction for Broadband Internet Services

      • B. Q. Huang, M-T. Kechadi, B. Buckley
      Pages 229-243

Other Volumes

  1. Data Warehousing and Knowledge Discovery

About this book

Data warehousing and knowledge discovery are increasingly becoming mission-critical technologies for most organizations, both commercial and public, as it becomes incre- ingly important to derive important knowledge from both internal and external data sources. With the ever growing amount and complexity of the data and information available for decision making, the process of data integration, analysis, and knowledge discovery continues to meet new challenges, leading to a wealth of new and exciting research challenges within the area. Over the last decade, the International Conference on Data Warehousing and Knowledge Discovery (DaWaK) has established itself as one of the most important international scientific events within data warehousing and knowledge discovery. DaWaK brings together a wide range of researchers and practitioners working on these topics. The DaWaK conference series thus serves as a leading forum for discu- ing novel research results and experiences within data warehousing and knowledge th discovery. This year’s conference, the 11 International Conference on Data Wa- housing and Knowledge Discovery (DaWaK 2009), continued the tradition by d- seminating and discussing innovative models, methods, algorithms, and solutions to the challenges faced by data warehousing and knowledge discovery technologies.

Keywords

  • Markov model
  • OLAP
  • cluster analysis
  • clustering
  • data mining
  • data warehouse
  • database
  • database management
  • hidden markov model
  • knowledge discovery
  • pattern matching
  • performance
  • relational database
  • visualization
  • web mining

Editors and Affiliations

  • Department of Computer Science, Aalborg University, Aalborg Ø, Denmark

    Torben Bach Pedersen

  • IBM India Research Lab, New Delhi, India

    Mukesh K. Mohania

  • Institute of Software Technology and Interactive Systems, Vienna University of Technology, Wien, Austria

    A Min Tjoa

Bibliographic Information

Buying options

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

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions