EAN: 9783319235271

MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DAT...

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  and 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.

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