Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11052)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
Conference proceedings info: ECML PKDD 2018.
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Table of contents (50 papers)
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Front Matter
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Graphs
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Front Matter
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Other volumes
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Machine Learning and Knowledge Discovery in Databases
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Machine Learning and Knowledge Discovery in Databases
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Machine Learning and Knowledge Discovery in Databases
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ECML PKDD 2018 Workshops
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ECML PKDD 2018 Workshops
Keywords
- artificial intelligence
- bayesian networks
- big data
- classification
- clustering
- data mining
- data security
- image processing
- learning algorithms
- machine learning
- neural networks
- recommender systems
- semantics
- signal filtering and prediction
- signal processing
- social networking
- social networks
- supervised learning
- Support Vector Machines (SVM)
About this book
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.
Editors and Affiliations
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 II
Editors: Michele Berlingerio, Francesco Bonchi, Thomas Gärtner, Neil Hurley, Georgiana Ifrim
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-10928-8
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2019
Softcover ISBN: 978-3-030-10927-1Published: 23 January 2019
eBook ISBN: 978-3-030-10928-8Published: 22 January 2019
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXX, 866
Number of Illustrations: 271 b/w illustrations, 192 illustrations in colour
Topics: Artificial Intelligence, Data Mining and Knowledge Discovery, Image Processing and Computer Vision, Computer Appl. in Social and Behavioral Sciences, Computing Milieux, Security
