ENGLISH

Advances in Knowledge Discovery and Data Mining: 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 – June 1, 2012, Proceedings, Part II

By Sanjay Chawla , Wee-Keong Ng , Hai-Long Nguyen , Yew-Kwong Woon , Li Wan (auth.) , Pang-Ning Tan , Chin Kuan Ho , James Bailey (eds.)

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2012
ISBN
9783642302169, 3642302165, 9783642302190, 364230219X, 9783642302176, 3642302173, 9783642302206, 3642302203
DOI
10.1007/978-3-642-30220-6
Language
english
Format
PDF
Filesize
18 MB (19245863 bytes)
Series
Lecture Notes in Computer Science 7301-7302
Edition
1
Pages
445\468
Time added
2013-04-24 17:00:00
Artificial Intelligence (incl. Robotics); Informat

Description

The two-volume set LNAI 7301 and 7302 constitutes the refereed proceedings of the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2012, held in Kuala Lumpur, Malaysia, in May 2012. The total of 20 revised full papers and 66 revised short papers were carefully reviewed and selected from 241 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD-related areas. The papers are organized in topical sections on supervised learning: active, ensemble, rare-class and online; unsupervised learning: clustering, probabilistic modeling in the first volume and on pattern mining: networks, graphs, time-series and outlier detection, and data manipulation: pre-processing and dimension reduction in the second volume.

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