EAN: 9783319712451

MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DAT...

The three volume proceedings LNAI 10534 - 10536 constitutes the refereed proceedings of the
European Conference on Machine Learning and Knowledge Discovery in Databases  ECML PKDD 2017 
held in Skopje  Macedonia  in September 2017. The total of 101 regular papers presented in part
I and part II was carefully reviewed and selected from 364 submissions  there are 47 papers in
the applied data science  nectar and demo track. The contributions were organized in topical
sections named as follows: Part I: anomaly detection  computer vision  ensembles and meta
learning  feature selection and extraction  kernel methods  learning and optimization  matrix
and tensor factorization  networks and graphs  neural networks and deep learning. Part II:
pattern and sequence mining  privacy and security  probabilistic models and methods 
recommendation  regression  reinforcement learning  subgroup discovery  time series and streams
transfer and multi-task learning  unsupervised and semisupervised learning. Part III: applied
data science track  nectar track  and demo track.

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