New Frontiers in Mining Complex Patterns: Third International Workshop, NFMCP 2014, Held in Conjunction with ECML-PKDD 2014, Nancy, France, September ... (Lecture Notes in Artificial Intelligence) - Softcover

 
9783319178752: New Frontiers in Mining Complex Patterns: Third International Workshop, NFMCP 2014, Held in Conjunction with ECML-PKDD 2014, Nancy, France, September ... (Lecture Notes in Artificial Intelligence)
Softcover
ISBN 10: 331917875X ISBN 13: 9783319178752
Verlag: Springer, 2015

Inhaltsangabe

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.

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Reseña del editor

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.

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Verlag
Springer
Erscheinungsdatum
2015
Sprache
Englisch
ISBN 10 
331917875X
ISBN 13 
9783319178752
Einband
Tapa blanda
Anzahl der Seiten
224
Herausgeber
Appice Annalisa, Ceci Michelangelo, Loglisci Corrado, Manco Giuseppe, Masciari Elio, Ras Zbigniew W.
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