EAN: 9783030109240

MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DAT...

The three volume proceedings LNAI 11051 - 11053 constitutes the refereed proceedings of the
European Conference on Machine Learning and Knowledge Discovery in Databases  ECML PKDD 2018 
held in Dublin  Ireland  in September 2018. The total of 131 regular papers presented in part I
and part II was carefully reviewed and selected from 535 submissions  there are 52 papers in
the applied data science  nectar and demo track. The contributions were organized in topical
sections named as follows: Part I: adversarial learning  anomaly and outlier detection 
applications  classification  clustering and unsupervised learning  deep learningensemble
methods  and evaluation. Part II: graphs  kernel methods  learning paradigms  matrix and tensor
analysis  online and active learning  pattern and sequence mining  probabilistic models and
statistical methods  recommender systems  and transfer learning. Part III: ADS data science
applications  ADS e-commerce  ADS engineering and design  ADS financial and security  ADS
health  ADS sensing and positioning  nectar track  and demo track.

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