New Frontiers in Mining Complex Patterns

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6th International Workshop, NFMCP 2017, Held in Conjunction with ECML-PKDD 2017, Skopje, Macedonia, September 18-22,2017, Revised Selected Papers, Lecture Notes in Computer Science 10785 – Lecture Notes in Artificial Intelligence

ISBN: 3319786792
ISBN 13: 9783319786797
Herausgeber: Annalisa Appice/Corrado Loglisci/Giuseppe Manco et al
Verlag: Springer Verlag GmbH
Umfang: xii, 197 S., 57 s/w Illustr., 197 p. 57 illus.
Erscheinungsdatum: 24.03.2018
Auflage: 1/2018
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 3892405 Kategorie:

Beschreibung

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, NFMCP 2017, held in conjunction with ECML-PKDD 2017 in Skopje, Macedonia, in September 2017. The book is composed of five parts: feature selection and induction; classification prediction; clustering; pattern discovery; applications. The workshop was aimed at discussing and introducing new algorithmic foundations and representation formalisms in complex pattern discovery. Finally, it encouraged the integration of recent results from existing fields, such as Statistics, Machine Learning and Big Data Analytics.

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E-Mail: juergen.hartmann@springer.com

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