Lecture Notes in Artificial Intelligence

Machine Learning and Data Mining in Pattern Recognition

14th International Conference, MLDM 2018, New York, NY, USA, July 15-19, 2018, Proceedings, Part I

Editors: Perner, Petra (Ed.)

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  • ISBN 978-3-319-96136-1
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Softcover $89.99
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About this book

This two-volume set LNAI 10934 and LNAI 10935 constitutes the refereed proceedings of the 14th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2018, held in New York, NY, USA in July 2018. 
The 92 regular papers presented in this two-volume set were carefully reviewed and selected from 298 submissions. The topics range from theoretical topics for classification, clustering, association rule and pattern mining to specific data mining methods for the different multi-media data types such as  image mining, text mining, video mining, and Web mining.


Table of contents (35 chapters)

Table of contents (35 chapters)
  • MaxMin Linear Initialization for Fuzzy C-Means

    Öztürk, Aybüke (et al.)

    Pages 1-15

  • Automatic Rail Flaw Localization and Recognition by Featureless Ultrasound Signal Analysis

    Sulimova, Valentina (et al.)

    Pages 16-27

  • Social Media Sentiment Analysis Based on Domain Ontology and Semantic Mining

    Wang, Daoping (et al.)

    Pages 28-39

  • Mining Associations in Large Graphs for Dynamically Incremented Marked Nodes

    Rai, Anshul (et al.)

    Pages 40-48

  • A New Global Foreground Modeling and Local Background Modeling Method for Video Analysis

    Shi, Hang (et al.)

    Pages 49-63

Buy this book

eBook $69.99
price for USA in USD (gross)
  • ISBN 978-3-319-96136-1
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $89.99
price for USA in USD
  • ISBN 978-3-319-96135-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning and Data Mining in Pattern Recognition
Book Subtitle
14th International Conference, MLDM 2018, New York, NY, USA, July 15-19, 2018, Proceedings, Part I
Editors
  • Petra Perner
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
10934
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG, part of Springer Nature
eBook ISBN
978-3-319-96136-1
DOI
10.1007/978-3-319-96136-1
Softcover ISBN
978-3-319-96135-4
Edition Number
1
Number of Pages
XV, 455
Number of Illustrations
149 b/w illustrations, 112 illustrations in colour
Topics