Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9652)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
Conference proceedings info: PAKDD 2016.
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About this book
This two-volume set, LNAI 9651 and 9652, constitutes the thoroughly refereed proceedings of the 20th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2016, held in Auckland, New Zealand, in April 2016.
The 91 full papers were carefully reviewed and selected from 307 submissions. They are organized in topical sections named: classification; machine learning; applications; novel methods and algorithms; opinion mining and sentiment analysis; clustering; feature extraction and pattern mining; graph and network data; spatiotemporal and image data; anomaly detection and clustering; novel models and algorithms; and text mining and recommender systems.Similar content being viewed by others
Keywords
- cloud-based high performance data mining
- cyber-security
- distributed data mining
- healthcare
- ubiquitous knowledge discovery
- agent-based data mining
- anomaly detection
- bioinformatics
- data mining
- data warehousing
- human factors
- interactive mining
- intrusion detection
- marketing
- OLAP
- opinion mining
- parallel data mining
- security
- social factors
- statistical methods
Table of contents (44 papers)
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Spatiotemporal and Image Data
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Anomaly Detection and Clustering
Other volumes
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Advances in Knowledge Discovery and Data Mining
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Advances in Knowledge Discovery and Data Mining
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Trends and Applications in Knowledge Discovery and Data Mining
Editors and Affiliations
Bibliographic Information
Book Title: Advances in Knowledge Discovery and Data Mining
Book Subtitle: 20th Pacific-Asia Conference, PAKDD 2016, Auckland, New Zealand, April 19-22, 2016, Proceedings, Part II
Editors: James Bailey, Latifur Khan, Takashi Washio, Gill Dobbie, Joshua Zhexue Huang, Ruili Wang
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-31750-2
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Softcover ISBN: 978-3-319-31749-6Published: 12 April 2016
eBook ISBN: 978-3-319-31750-2Published: 11 April 2016
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXIV, 572
Number of Illustrations: 156 b/w illustrations
Topics: Data Mining and Knowledge Discovery, Artificial Intelligence, Information Storage and Retrieval, Information Systems Applications (incl. Internet), Database Management