New Frontiers in Mining Complex Patterns

Annalisa Appice

ISBN 10: 3319786792 / ISBN 13: 9783319786797

Editore: Springer Nature Switzerland, Springer International Publishing Mär 2018, 2018

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Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 212 pp. Englisch.

Codice articolo 9783319786797

Dati bibliografici

• Titolo: New Frontiers in Mining Complex Patterns
• Editore: Springer Nature Switzerland, Springer International Publishing Mär 2018
• Data di pubblicazione: 2018
• Lingua: Inglese
• ISBN 10: 3319786792
• ISBN 13: 9783319786797
• Rilegatura: Taschenbuch
• Condizione: Neu

Descrizione articolo

Riassunto

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.