Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11888)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
Conference proceedings info: ADMA 2019.
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About this book
This book constitutes the proceedings of the 15th International Conference on Advanced Data Mining and Applications, ADMA 2019, held in Dalian, China in November 2019.
The 39 full papers presented together with 26 short papers and 2 demo papers were carefully reviewed and selected from 170 submissions. The papers were organized in topical sections named: Data Mining Foundations; Classification and Clustering Methods; Recommender Systems; Social Network and Social Media; Behavior Modeling and User Profiling; Text and Multimedia Mining; Spatial-Temporal Data; Medical and Healthcare Data/Decision Analytics; and Other Applications.
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Keywords
- data mining
- clustering
- social networks
- social media
- text mining
- multimedia mining
- big data
- web of things
- spacio-temporal data
- behavior modelling
- user profiling
- identification
- decision analytics
- data analytics
- machine learning
- recommender systems
- prediction
- computer systems
- engineering
- signal processing
Table of contents (67 papers)
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Front Matter
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Data Mining Foundations
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Front Matter
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Classification and Clustering Methods
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Front Matter
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Other volumes
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Advanced Data Mining and Applications
Editors and Affiliations
Bibliographic Information
Book Title: Advanced Data Mining and Applications
Book Subtitle: 15th International Conference, ADMA 2019, Dalian, China, November 21–23, 2019, Proceedings
Editors: Jianxin Li, Sen Wang, Shaowen Qin, Xue Li, Shuliang Wang
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-35231-8
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2019
Softcover ISBN: 978-3-030-35230-1Published: 15 November 2019
eBook ISBN: 978-3-030-35231-8Published: 16 November 2019
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XVII, 893
Number of Illustrations: 120 b/w illustrations, 262 illustrations in colour
Topics: Artificial Intelligence, Information Systems and Communication Service, Computer Systems Organization and Communication Networks, Computing Milieux, Computer Applications