Machine Learning and Knowledge Discovery in Databases
European Conference, ECML PKDD 2018, Dublin, Ireland, September 10–14, 2018, Proceedings, Part III
Editors: Brefeld, U., Curry, E., Daly, E., Mac Namee, B., Marascu, A., Pinelli, F., Berlingerio, M., Hurley, N. (Eds.)
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- About this book
-
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 learning; ensemble 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.
- Table of contents (54 chapters)
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Neural Article Pair Modeling for Wikipedia Sub-article Matching
Pages 3-19
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LinNet: Probabilistic Lineup Evaluation Through Network Embedding
Pages 20-36
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Improving Emotion Detection with Sub-clip Boosting
Pages 37-52
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Machine Learning for Targeted Assimilation of Satellite Data
Pages 53-68
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From Empirical Analysis to Public Policy: Evaluating Housing Systems for Homeless Youth
Pages 69-85
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Table of contents (54 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Machine Learning and Knowledge Discovery in Databases
- Book Subtitle
- European Conference, ECML PKDD 2018, Dublin, Ireland, September 10–14, 2018, Proceedings, Part III
- Editors
-
- Ulf Brefeld
- Edward Curry
- Elizabeth Daly
- Brian Mac Namee
- Alice Marascu
- Fabio Pinelli
- Michele Berlingerio
- Neil Hurley
- Series Title
- Lecture Notes in Artificial Intelligence
- Series Volume
- 11053
- Copyright
- 2019
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-10997-4
- DOI
- 10.1007/978-3-030-10997-4
- Softcover ISBN
- 978-3-030-10996-7
- Edition Number
- 1
- Number of Pages
- XXXI, 706
- Number of Illustrations
- 138 b/w illustrations, 194 illustrations in colour
- Topics
