Happy holidays from us to you—get up to $30 off your next print or eBook! Shop now >>

Lecture Notes in Artificial Intelligence

Machine Learning and Knowledge Discovery in Databases

European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part I

Editors: Blockeel, H., Kersting, K., Nijssen, S., Zelezny, F. (Eds.)

  • State-of-the-art research
  • Up-to-date results
  • Unique visibility
see more benefits

Buy this book

eBook $99.00
price for USA in USD (gross)
  • ISBN 978-3-642-40988-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $131.00
price for USA in USD
  • ISBN 978-3-642-40987-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This three-volume set LNAI 8188, 8189 and 8190 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2013, held in Prague, Czech Republic, in September 2013. The 111 revised research papers presented together with 5 invited talks were carefully reviewed and selected from 447 submissions. The papers are organized in topical sections on reinforcement learning; Markov decision processes; active learning and optimization; learning from sequences; time series and spatio-temporal data; data streams; graphs and networks; social network analysis; natural language processing and information extraction; ranking and recommender systems; matrix and tensor analysis; structured output prediction, multi-label and multi-task learning; transfer learning; bayesian learning; graphical models; nearest-neighbor methods; ensembles; statistical learning; semi-supervised learning; unsupervised learning; subgroup discovery, outlier detection and anomaly detection; privacy and security; evaluation; applications; and medical applications.

Table of contents (43 chapters)

  • A Cascaded Supervised Learning Approach to Inverse Reinforcement Learning

    Klein, Edouard (et al.)

    Pages 1-16

  • Learning from Demonstrations: Is It Worth Estimating a Reward Function?

    Piot, Bilal (et al.)

    Pages 17-32

  • Recognition of Agents Based on Observation of Their Sequential Behavior

    Qiao, Qifeng (et al.)

    Pages 33-48

  • Learning Throttle Valve Control Using Policy Search

    Bischoff, Bastian (et al.)

    Pages 49-64

  • Model-Selection for Non-parametric Function Approximation in Continuous Control Problems: A Case Study in a Smart Energy System

    Urieli, Daniel (et al.)

    Pages 65-80

Buy this book

eBook $99.00
price for USA in USD (gross)
  • ISBN 978-3-642-40988-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $131.00
price for USA in USD
  • ISBN 978-3-642-40987-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Machine Learning and Knowledge Discovery in Databases
Book Subtitle
European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part I
Editors
  • Hendrik Blockeel
  • Kristian Kersting
  • Siegfried Nijssen
  • Filip Zelezny
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
8188
Copyright
2013
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-40988-2
DOI
10.1007/978-3-642-40988-2
Softcover ISBN
978-3-642-40987-5
Edition Number
1
Number of Pages
LIV, 691
Number of Illustrations
198 b/w illustrations
Topics