New Frontiers in Mining Complex Patterns

£44.99

New Frontiers in Mining Complex Patterns

6th International Workshop, NFMCP 2017, Held in Conjunction with ECML-PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Revised Selected Papers

Computer hardware Data mining Computer applications in the social and behavioural sciences Artificial intelligence Expert systems / knowledge-based systems

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Collection: Lecture Notes in Computer Science

Language: English

Published by: Springer

Published on: 27th March 2018

Format: LCP-protected ePub

Size: 3 Mb

ISBN: 9783319786803


About the Book

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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