New Frontiers in Mining Complex Patterns

First International Workshop, NFMCP 2012, Held in Conjunction with ECML/PKDD 2012, Bristol, UK, September 24, 2012, Rivesed Selected Papers by Annalisa Appice

Publisher: Springer Berlin Heidelberg, Publisher: Imprint: Springer in Berlin, Heidelberg

Written in English
Cover of: New Frontiers in Mining Complex Patterns | Annalisa Appice
Published: Pages: 231 Downloads: 884
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Subjects:

  • Data Mining and Knowledge Discovery,
  • Database management,
  • Information storage and retrieval systems,
  • Information organization,
  • Information retrieval,
  • Computer science,
  • Data mining,
  • Artificial intelligence,
  • Artificial Intelligence (incl. Robotics)

About the Edition

This book constitutes the thoroughly refereed conference proceedings of the First International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2012, held in conjunction with ECML/PKDD 2012, in Bristol, UK, in September 2012. The 15 revised full papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on mining rich (relational) datasets, mining complex patterns from miscellaneous data, mining complex patterns from trajectory and sequence data, and mining complex patterns from graphs and networks.

Edition Notes

Statementedited by Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
SeriesLecture Notes in Computer Science -- 7765
ContributionsCeci, Michelangelo, Loglisci, Corrado, Manco, Giuseppe, Masciari, Elio, Ras, Zbigniew W., SpringerLink (Online service)
Classifications
LC ClassificationsQA76.9.D343
The Physical Object
Format[electronic resource] :
PaginationX, 231 p. 57 illus.
Number of Pages231
ID Numbers
Open LibraryOL27077202M
ISBN 109783642373824

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This book constitutes the refereed post-conference proceedings of the 8th International Workshop on New Frontiers in Mining Complex Patterns, NFMCPheld in conjunction with ECML-PKDD in Würzburg, Germany, in September This book constitutes the refereed post-conference proceedings of the 8th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP.

This book features a collection of revised and significantly extended versions of the papers accepted for presentation at the 6th International Workshop on New Frontiers in Mining Complex Patterns, NFMCPheld in conjunction with ECML-PKDD in Skopje, Macedonia, in September This book constitutes the thoroughly refereed conference proceedings of the First International Workshop on New Frontiers in Mining Complex Patterns, NFMCPheld in conjunction with ECML/PKDDin Bristol, UK, in September The 15 revised full papers were carefully reviewed and.

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This book constitutes the thoroughly refereed post-conference proceedings of the Second International Workshop on New Frontiers in Mining Complex Patterns, NFMCPheld in conjunction with ECML/PKDD in Prague, Czech Republic, in September This book constitutes the thoroughly refereed post-conference proceedings of New Frontiers in Mining Complex Patterns book 4th International Workshop on New Frontiers in Mining Complex Patterns, NFMCPheld in conjunction with ECML-PKDD in Porto, Portugal, in September Description: This book features a collection of revised and significantly extended versions of the papers accepted for presentation at the 5th International Workshop on New Frontiers in Mining Complex Patterns, NFMCPheld in conjunction with ECML-PKDD in Riva del Garda, Italy, in September The book is composed of five parts.

The massive and complex data pose new challenges for current research in Knowledge Discovery and Data Mining. They require new methods for storing, managing and analysing them by taking into account various complexity aspects: Complex structures (e.g. multi-relational, time series and sequences, networks, and trees) as input/output of the data.

NFmcp @ ECML-PKDD 5th International Workshop on New Frontiers in Mining Complex Patterns. Modern automatic systems are able to collect huge volumes of data, often with a complex structure (e.g. multi-table data, XML data, web data, time series and sequences, graphs and trees).

This fact poses new challenges for current information systems. This book constitutes the utterly refereed submit-conference proceedings of the Second International Workshop on New Frontiers in Mining Complex Patterns, NFMCPheld in conjunction with ECML/PKDD in Prague, Czech Republic, in September This book constitutes the thoroughly refereed conference proceedings of the First International Workshop on New Frontiers in Mining Complex Patterns, NFMCPheld in conjunction with ECML/PKDDin Bristol, UK, in September The 15 revised full papers were carefully reviewed and selected from numerous submissions.

Get this from a library. New Frontiers in Mining Complex Patterns: First International Workshop, NFMCPHeld in Conjunction with ECML/PKDDBristol, UK, SeptemRivesed Selected Papers. -- This book constitutes the thoroughly refereed conference proceedings of the First International Workshop on New Frontiers in Mining Complex Patterns, NFMCPheld in conjunction.

Get this from a library. New Frontiers in Mining Complex Patterns: 4th International Workshop, NFMCPHeld in Conjunction with ECML-PKDDPorto, Portugal, September 7,Revised Selected Papers.

[Michelangelo Ceci; Corrado Loglisci; Giuseppe Manco; Elio Masciari; Zbigniew W Ras;] -- This book constitutes the thoroughly refereed post-conference proceedings of the 4th.

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This book constitutes the completely refereed publish-convention proceedings of the Third International Workshop on New Frontiers in Mining Complex Patterns, NFMCPheld in conjunction with ECML-PKDD in Nancy, France, in September Beschreibung. This book constitutes the refereed post-conference proceedings of the 8th International Workshop on New Frontiers in Mining Complex Patterns, NFMCPheld in conjunction with ECML-PKDD in Würzburg, Germany, in September This fact poses new challenges for current information systems with respect to storing, managing and mining these big sets of complex data.

The purpose of this workshop is to bring together researchers and practitioners of data mining who are interested in the advances and latest developments in the area of extracting patterns from complex data.

Call for Papers The 7th International Workshop on New Frontiers in Mining Complex Patterns in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), to be held in Skopje, Macedonia from September 18th to 22nd, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, "New Frontiers in Mining Complex Patterns" English | | ISBN: | PDF | pages: | mb.

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Full Description: "This book constitutes the refereed proceedings of the 10th International Symposium on Methodologies for Intelligent Systems, ISMIS'97, held in Charlotte, NC, USA, in October The 57 revised full papers were selected from a total of submissions.

Also included are four invited papers. Among the topics covered are intelligent information systems, approximate reasoning. Stefanowski J Adaptive ensembles for evolving data streams Proceedings of the 4th International Conference on New Frontiers in Mining Complex Patterns, () Osojnik A, Panov P and Džeroski S Comparison of tree-based methods for multi-target regression on data streams Proceedings of the 4th International Conference on New Frontiers in Mining.

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New Frontiers in Mining Complex Patterns Ceci, M. (Ed), Loglisci, C. (Ed), Manco, G. (Ed), Masciari, E. (Ed), Ras, Z. (Ed) () This book constitutes the refereed post-conference proceedings of the 8th International Workshop on New Frontiers in Mining Complex Patterns, NFMCPheld in.

New Frontiers in Mining Complex Patterns: 5th International Workshop, NFMCPHeld in Conjunction with ECML-PKDDRiva del Garda, Italy, SeptemRevised Selected Papers Book.

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