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Data Warehousing and Knowledge Discovery

13th International Conference, DaWaK 2011, Toulouse, France, August 29-September 2,2011. Proceedings

  • Alfredo Cuzzocrea
  • Umeshwar Dayal

Part of the Lecture Notes in Computer Science book series (LNCS, volume 6862)

Table of contents

  1. Front Matter
  2. Physical and Conceptual Data Warehouse Models

    1. João Pedro Costa, José Cecílio, Pedro Martins, Pedro Furtado
      Pages 1-13
    2. Bernhard Jaecksch, Wolfgang Lehner
      Pages 14-25
    3. Rui Oliveira, Fátima Rodrigues, Paulo Martins, João Paulo Moura
      Pages 26-38
    4. Ganesh Viswanathan, Markus Schneider
      Pages 39-50
  3. Data Warehousing Design Methodologies and Tools

    1. Geneviève Pujolle, Franck Ravat, Olivier Teste, Ronan Tournier, Gilles Zurfluh
      Pages 51-65
    2. Matteo Golfarelli, Stefano Rizzi, Elisa Turricchia
      Pages 66-79
    3. Oscar Romero, Alkis Simitsis, Alberto Abelló
      Pages 80-95
  4. ETL Methodologies and Tools

    1. Xiufeng Liu, Christian Thomsen, Torben Bach Pedersen
      Pages 96-111
    2. Lívia de S. Ribeiro, Ronaldo R. Goldschmidt, Maria Cláudia Cavalcanti
      Pages 112-123
    3. Helena Galhardas, Antónia Lopes, Emanuel Santos
      Pages 136-151
  5. Data Warehouse Performance and Optimization

    1. Jaqueline Joice Brito, Thiago Luís Lopes Siqueira, Valéria Cesário Times, Ricardo Rodrigues Ciferri, Cristina Dutra de Ciferri
      Pages 152-166
    2. Ahmad Taleb, Todd Eavis, Hiba Tabbara
      Pages 167-183
    3. Pedro Martins, João Costa, José Cecílio, Pedro Furtado
      Pages 184-195
  6. Data Warehouse Partitioning Techniques

    1. Doulkifli Boukraâ, Omar Boussaïd, Fadila Bentayeb
      Pages 196-207
  7. Analytics over Large Multidimensional Datasets

    1. Oscar Romero, Patrick Marcel, Alberto Abelló, Verónika Peralta, Ladjel Bellatreche
      Pages 224-239
    2. Andreas Williams, Pavlos Mitsoulis-Ntompos, Damianos Chatziantoniou
      Pages 240-251
  8. Pattern Mining

    1. Carson Kai-Sang Leung, Fan Jiang
      Pages 252-264
    2. Yun Sing Koh, Gillian Dobbie
      Pages 265-276
    3. Sidney Tsang, Yun Sing Koh, Gillian Dobbie
      Pages 277-288
  9. Matrix-Based Mining Techniques

  10. Data Mining and Knowledge Discovery Techniques

    1. Yuanzhe Cai, Sharma Chakravarthy
      Pages 316-329
    2. Gauthier Doquire, Michel Verleysen
      Pages 330-341
    3. Lankeshwara Munasinghe, Ryutaro Ichise
      Pages 342-353
    4. Duc H. Tran, Wee Keong Ng, Hoon Wei Lim, Hai-Long Nguyen
      Pages 354-366
  11. Data Mining and Knowledge Discovery Applications

    1. Koosha Golmohammadi, Michael Smit, Osmar R. Zaiane
      Pages 367-381
    2. Sang-Pil Kim, Yang-Sae Moon, Sun-Kyong Hong
      Pages 382-393
    3. Naveen Nair, Ganesh Ramakrishnan, Shonali Krishnaswamy
      Pages 406-418
  12. Stream, Sensor and Time-Series Mining

    1. Imen Brahmi, Sadok Ben Yahia, Pascal Poncelet
      Pages 419-431
    2. Kenneth Conroy, Gregory May, Mark Roantree, Giles Warrington, Sarah Jane Cullen, Adrian McGoldrick
      Pages 432-444
    3. Hai-Long Nguyen, Wee-Keong Ng, Yew-Kwong Woon, Duc H. Tran
      Pages 445-459
    4. José Luis Triviño-Rodriguez, Amparo Ruiz-Sepúlveda, Rafael Morales-Bueno
      Pages 460-470
    5. Bibudh Lahiri, Ioannis Akrotirianakis, Fabian Moerchen
      Pages 484-495
  13. Back Matter

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 13th International Conference on Data Warehousing and Knowledge Discovery, DaWak 2011 held in Toulouse, France in August/September 2011.

The 37 revised full papers presented were carefully reviewed and selected from 119 submissions. The papers are organized in topical sections on physical and conceptual data warehouse models, data warehousing design methodologies and tools, data warehouse performance and optimization, pattern mining, matrix-based mining techniques and stream, sensor and time-series mining.

Keywords

OLAP data cleaning data clustering data streaming privacy presevering data mining

Editors and affiliations

  • Alfredo Cuzzocrea
    • 1
  • Umeshwar Dayal
    • 2
  1. 1.ICAR-CNR and University of CalabriaRende (CS)Italy
  2. 2.Hewlett-Packard LabsPalo AltoUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-23544-3
  • Copyright Information Springer-Verlag GmbH Berlin Heidelberg 2011
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-23543-6
  • Online ISBN 978-3-642-23544-3
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site