Lecture Notes in Artificial Intelligence

Advanced Data Mining and Applications

13th International Conference, ADMA 2017, Singapore, November 5–6, 2017, Proceedings

Editors: Cong, G., Peng, W.-C., Zhang, W.E., Li, C., Sun, A. (Eds.)

Buy this book

eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-319-69179-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $139.99
price for USA in USD
  • ISBN 978-3-319-69178-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book constitutes the refereed proceedings of the 13th International Conference on Advanced Data Mining and Applications, ADMA 2017, held in Singapore in November 2017.

The 20 full and 38 short papers presented in this volume were carefully reviewed and selected from 118 submissions. The papers were organized in topical sections named: database and distributed machine learning; recommender system; social network and social media; machine learning; classification and clustering methods; behavior modeling and user profiling; bioinformatics and medical data analysis; spatio-temporal data; natural language processing and text mining; data mining applications; applications; and demos. 

Table of contents (41 chapters)

  • Querying and Mining Strings Made Easy

    Sahli, Majed (et al.)

    Pages 3-17

  • Distributed Training Large-Scale Deep Architectures

    Zou, Shang-Xuan (et al.)

    Pages 18-32

  • Fault Detection and Localization in Distributed Systems Using Recurrent Convolutional Neural Networks

    Qi, Guangyang (et al.)

    Pages 33-48

  • Discovering Group Skylines with Constraints by Early Candidate Pruning

    Lin, Ming-Yen (et al.)

    Pages 49-62

  • Comparing MapReduce-Based k-NN Similarity Joins on Hadoop for High-Dimensional Data

    Čech, Přemysl (et al.)

    Pages 63-75

Buy this book

eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-319-69179-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $139.99
price for USA in USD
  • ISBN 978-3-319-69178-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Advanced Data Mining and Applications
Book Subtitle
13th International Conference, ADMA 2017, Singapore, November 5–6, 2017, Proceedings
Editors
  • Gao Cong
  • Wen-Chih Peng
  • Wei Emma Zhang
  • Chengliang Li
  • Aixin Sun
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
10604
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-69179-4
DOI
10.1007/978-3-319-69179-4
Softcover ISBN
978-3-319-69178-7
Edition Number
1
Number of Pages
XVII, 881
Number of Illustrations and Tables
264 b/w illustrations
Topics