Advances in Knowledge Discovery and Data Mining
18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part II
Published on 21. May 2014
Book
Paperback/Softback
XXX, 624 pages
978-3-319-06604-2 (ISBN)
Description
The two-volume set LNAI 8443 + LNAI 8444 constitutes the refereed proceedings of the 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2014, held in Tainan, Taiwan, in May 2014. The 40 full papers and the 60 short papers presented within these proceedings were carefully reviewed and selected from 371 submissions. They cover the general fields of pattern mining; social network and social media; classification; graph and network mining; applications; privacy preserving; recommendation; feature selection and reduction; machine learning; temporal and spatial data; novel algorithms; clustering; biomedical data mining; stream mining; outlier and anomaly detection; multi-sources mining; and unstructured data and text mining.
More details
Series
Edition
2014 ed.
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Research
Illustrations
170 s/w Abbildungen
XXX, 624 p. 170 illus.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 35 mm
Weight
972 gr
ISBN-13
978-3-319-06604-2 (9783319066042)
DOI
10.1007/978-3-319-06605-9
Schweitzer Classification
Other editions
Additional editions
Vincent S. Tseng | Tu Bao Ho | Zhi-Hua Zhou
Advances in Knowledge Discovery and Data Mining
18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part II
E-Book
05/2014
Springer
€96.29
Available for download
Content
Recommendation.- Feature selection and reduction.- Machine learning.- Temporal and spatial data.- Novel algorithms.- Clustering.- Biomedical data mining.- Stream mining.- Outlier and anomaly detection.- Multi-sources mining.- Unstructured data and text mining.