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Lecture Notes in Artificial Intelligence

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

Editors: Appice, A., Loglisci, C., Manco, G., Masciari, E., Ras, Z.W. (Eds.)

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eBook $54.99
price for USA in USD (gross)
  • ISBN 978-3-319-78680-3
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $72.00
price for USA in USD
  • ISBN 978-3-319-78679-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this 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.

Table of contents (13 chapters)

  • Learning Association Rules for Pharmacogenomic Studies

    Agapito, Giuseppe (et al.)

    Pages 1-15

  • Segment-Removal Based Stuttered Speech Remediation

    Arbajian, Pierre (et al.)

    Pages 16-34

  • Identifying lncRNA-Disease Relationships via Heterogeneous Clustering

    Barracchia, Emanuele Pio (et al.)

    Pages 35-48

  • Density Estimators for Positive-Unlabeled Learning

    Basile, Teresa M. A. (et al.)

    Pages 49-64

  • Combinatorial Optimization Algorithms to Mine a Sub-Matrix of Maximal Sum

    Branders, Vincent (et al.)

    Pages 65-79

Buy this book

eBook $54.99
price for USA in USD (gross)
  • ISBN 978-3-319-78680-3
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $72.00
price for USA in USD
  • ISBN 978-3-319-78679-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
New Frontiers in Mining Complex Patterns
Book Subtitle
6th International Workshop, NFMCP 2017, Held in Conjunction with ECML-PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Revised Selected Papers
Editors
  • Annalisa Appice
  • Corrado Loglisci
  • Giuseppe Manco
  • Elio Masciari
  • Zbigniew W. Ras
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
10785
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG, part of Springer Nature
eBook ISBN
978-3-319-78680-3
DOI
10.1007/978-3-319-78680-3
Softcover ISBN
978-3-319-78679-7
Edition Number
1
Number of Pages
XII, 197
Number of Illustrations
57 b/w illustrations
Topics