"This book constitutes the refereed proceedings at PAKDD Workshops 2013, affiliated with the 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) held in Gold Coast, Australia in April 2013. The 47 revised full papers presented were carefully reviewed and selected from 92 submissions. The workshops affiliated with PAKDD 2013 include: Data Mining Applications in Industry and Government (D ..."
"... Byron Choi, Jianliang Xu, and Bingsheng He Patterns amongst Competing
Task Frequencies: Super-Linearities, and the Almond-DG Model .............................
.............. Danai Koutra, Vasileios Koutras, B. Aditya Prakash, and Christos
Faloutsos Node Classification in Social Network via a Factor Graph Model .......
Huan Xu, Yujiu Yang, Liangwei Wang, and Wenhuang Liu Fast Graph Stream
Classification Using Discriminative Cli ..."
"CPSO in our work differs from BPSO and the PSO-based methods on two parts: 1
) we propose the constraint of elements of particle velocity vectors; 2) we
introduce a rule for updating (1) dix t+, whereas BPSO and the PSO-based
methods have used the original rule (Eq. 3) and no constraint of elements of
particle velocity vectors. The constraint and rule are introduced in order to: 1.
increase the probability of xi d(t+1)=0 (P(xid(t+1) ..."
"17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17,
2013, Proceedings Jian Pei, Vincent S. Tseng, Longbing Cao, Hiroshi Motoda,
Guandong Xu. Algorithm 2. DFS-Pruning(p, S, T,) Require: Current frequent
pattern p = (s1, s2, . . . , sn), set of items for s—extension Sn, set of items for i-
extension T, 1: Stemp = (), Ttemp = () 2: F = 0, P = 0, P, = 0 3: if (not
checkAvoidable(p, T(Dp) )) then 4: for all i e ..."
Data Mining(1st Edition) Concepts and Techniques (English version 3) (most data mining landmark classics)(Chinese Edition) by Jiawei Han, Micheline Kamber, JianPei Paperback, 703 Pages, Published 2012 by Machinery Industry Press ISBN-13: 978-7-111-37431-2, ISBN: 7-111-37431-2
"Paperback. Pub Date :2012-3-1 Pages: 703 Publisher: Machinery Industry Press contemporary amount of data and a large surge in commercial science requires us to adopt a more complex and sophisticated tools for data analysis. processing and mining. Despite considerable progress in recent years. data mining technology allows us to obtain more extensive data collection easy. but the technology is still difficult to match the explosive data ..."