By Hai-Long Nguyen, Yew-Kwong Woon, Wee-Keong Ng, Li Wan (auth.), Pang-Ning Tan, Sanjay Chawla, Chin Kuan Ho, James Bailey (eds.)
The two-volume set LNAI 7301 and 7302 constitutes the refereed lawsuits of the sixteenth Pacific-Asia convention on wisdom Discovery and information Mining, PAKDD 2012, held in Kuala Lumpur, Malaysia, in may perhaps 2012. the whole of 20 revised complete papers and sixty six revised brief papers have been rigorously reviewed and chosen from 241 submissions. The papers current new rules, unique examine effects, and useful improvement stories from all KDD-related parts. The papers are geared up in topical sections on supervised studying: energetic, ensemble, rare-class and on-line; unsupervised studying: clustering, probabilistic modeling within the first quantity and on development mining: networks, graphs, time-series and outlier detection, and information manipulation: pre-processing and measurement relief within the moment volume.
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