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Machine Learning and Knowledge Discovery in Databases

European Conference, ECML PKDD 2018, Dublin, Ireland, September 10–14, 2018, Proceedings, Part II
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Description

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.
Release date Australia
January 23rd, 2019
Contributors
  • Edited by Francesco Bonchi
  • Edited by Georgiana Ifrim
  • Edited by Michele Berlingerio
  • Edited by Neil Hurley
  • Edited by Thomas Gartner
Pages
866
Edition
1st ed. 2019
Audience
  • Professional & Vocational
Illustrations
192 Illustrations, color; 271 Illustrations, black and white; XXX, 866 p. 463 illus., 192 illus. in color.
ISBN-13
9783030109271
Product ID
28825840

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