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New Frontiers in Mining Complex Patterns

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New Frontiers in Mining Complex Patterns Synopsis

This book constitutes the thoroughly refereed post-conference proceedings of the Third International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2014, held in conjunction with ECML-PKDD 2014 in Nancy, France, in September 2014. The 13 revised full papers presented were carefully reviewed and selected from numerous submissions. They illustrate advanced data mining techniques which preserve the informative richness of complex data and allow for efficient and effective identification of complex information units present in such data.

The papers are organized in the following sections:

  • classification and regression
  • clustering
  • data streams and sequences
  • applications

About This Edition

ISBN: 9783319178752
Publication date:
Author: Annalisa Appice
Publisher: Springer International Publishing AG
Format: Paperback
Pagination: 211 pages
Series: Lecture Notes in Computer Science
Genres: Data mining
Expert systems / knowledge-based systems
Databases
Information retrieval
Data warehousing
Artificial intelligence

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