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Machine Learning and Knowledge Discovery in Databases

European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18–22, 2017, Proceedings, Part I
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Description

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.
Release date Australia
December 30th, 2017
Contributors
  • Edited by Celine Vens
  • Edited by Jaakko Hollmen
  • Edited by Ljupco Todorovski
  • Edited by MICHELANGELO CECI
  • Edited by Saso Dzeroski
Pages
852
Edition
1st ed. 2017
Audiences
  • Postgraduate, Research & Scholarly
  • Professional & Vocational
Illustrations
245 Illustrations, black and white; LXIII, 852 p. 245 illus.
ISBN-13
9783319712482
Product ID
27259099

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