Lecture Notes in Artificial Intelligence

Machine Learning and Knowledge Discovery in Databases

European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III

Editors: Bifet, A., May, M., Zadrozny, B., Gavaldà, R., Pedreschi, D., Bonchi, F., Cardoso, J., Spiliopoulou, M. (Eds.)

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About this book

The three volume set LNAI 9284, 9285, and 9286 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2015, held in Porto, Portugal, in September 2015. The 131 papers presented in these proceedings were carefully reviewed and selected from a total of 483 submissions. These include 89 research papers, 11 industrial papers, 14 nectar papers, 17 demo papers. They were organized in topical sections named: classification, regression and supervised learning; clustering and unsupervised learning; data preprocessing; data streams and online learning; deep learning; distance and metric learning; large scale learning and big data; matrix and tensor analysis; pattern and sequence mining; preference learning and label ranking; probabilistic, statistical, and graphical approaches; rich data; and social and graphs. Part III is structured in industrial track, nectar track, and demo track.

Table of contents (43 chapters)

Table of contents (43 chapters)
  • Autonomous HVAC Control, A Reinforcement Learning Approach

    Barrett, Enda (et al.)

    Pages 3-19

  • Clustering by Intent: A Semi-Supervised Method to Discover Relevant Clusters Incrementally

    Forman, George (et al.)

    Pages 20-36

  • Country-Scale Exploratory Analysis of Call Detail Records Through the Lens of Data Grid Models

    Guigourès, Romain (et al.)

    Pages 37-52

  • Early Detection of Fraud Storms in the Cloud

    Neuvirth, Hani (et al.)

    Pages 53-67

  • Flexible Sliding Windows for Kernel Regression Based Bus Arrival Time Prediction

    Lam, Hoang Thanh (et al.)

    Pages 68-84

Buy this book

eBook $54.99
price for USA in USD (gross)
  • ISBN 978-3-319-23461-8
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $69.99
price for USA in USD
  • ISBN 978-3-319-23460-1
  • 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 Knowledge Discovery in Databases
Book Subtitle
European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III
Editors
  • Albert Bifet
  • Michael May
  • Bianca Zadrozny
  • Ricard Gavaldà
  • Dino Pedreschi
  • Francesco Bonchi
  • Jaime Cardoso
  • Myra Spiliopoulou
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
9286
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-23461-8
DOI
10.1007/978-3-319-23461-8
Softcover ISBN
978-3-319-23460-1
Edition Number
1
Number of Pages
XXX, 345
Number of Illustrations
122 b/w illustrations
Topics