Methods and Supporting Technologies for Data Analysis

  • Danuta Zakrzewska
  • Ernestina Menasalvas
  • Liliana Byczkowska-Lipinska

Part of the Studies in Computational Intelligence book series (SCI, volume 225)

Table of contents

  1. Front Matter
  2. Marta E. Zorrilla
    Pages 1-20
  3. Rogério Luís de Carvalho Costa, Ricardo Antunes, Pedro Furtado
    Pages 21-55
  4. Ernestina Menasalvas Ruiz, Santiago Eibe Garcia
    Pages 57-70
  5. Dan Li, Jitender S. Deogun
    Pages 71-113
  6. Danuta Zakrzewska
    Pages 115-136
  7. Bartłomiej Stasiak, Mykhaylo Yatsymirskyy
    Pages 137-166
  8. Arianna D’Ulizia, Fernando Ferri, Patrizia Grifoni
    Pages 167-185
  9. Angelo Brayner, José de Aguiar Moraes Filho, Maristela Holanda, Eriko Werbet, Sergio Fialho
    Pages 187-217
  10. Liliana Byczkowska-Lipińska, Agnieszka Wosiak
    Pages 219-238
  11. Back Matter

About this book

Introduction

Together with the development of information technologies the requirements for data analysis tools have grown significantly. Due to such recent advances, as ubiquitous computing or the Internet of things, data modeling, management and processing become more and more challenging tasks. Users want to get complete knowledge from big amount of data of different kinds and formats in all possible environments. Full exploitation of the knowledge hidden in huge databases is possible only if we apply efficient methods of analysis what imposes rediscovering new techniques for storage, data warehousing, querying, extracting and mining.

The book explores the field by giving a coherent and comprehensive picture of the new developments in database systems. Consequently the presented approaches give an overview of the ways in which data has been stored, modelled, processed and analysed including the technical challenges for efficiency management. Special attention has been paid into applications taking into account such domains as the Web, image retrieval, education or electricity power generation.  However the provided topics can be also developed and applied in many other areas , where database support and data analysis are necessary. 

The book introduces the reader to the new challenges of databases, and is expected to be of special interest of researchers and professionals engaged in their development.

Keywords

Data Analysis E-Learning Internet Technologie computational intelligence data mining database development environment fuzzy intelligence knowledge management modeling multimedia

Editors and affiliations

  • Danuta Zakrzewska
    • 1
  • Ernestina Menasalvas
    • 2
  • Liliana Byczkowska-Lipinska
    • 1
  1. 1.Institute of Computer ScienceTechnical University of Lodz LodzPoland
  2. 2.Facultad de InformaticaUniversidad Politecnica de Madrid Boadilla del Monte MadridSpain

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-02196-1
  • Copyright Information Springer Berlin Heidelberg 2009
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-642-02195-4
  • Online ISBN 978-3-642-02196-1
  • Series Print ISSN 1860-949X
  • Series Online ISSN 1860-9503
  • About this book