Data Mining(3rd Edition) Concepts and Techniques, Third Edition (The Morgan Kaufmann Series in Data Management Systems) by Jiawei Han, Micheline Kamber, JianPei Hardcover, 744 Pages, Published 2011 by Morgan Kaufmann ISBN-13: 978-0-12-381479-1, ISBN: 0-12-381479-0
"The increasing volume of data in modern business and science calls for more complex and sophisticated tools. Although advances in data mining technology have made extensive data collection much easier, it’s still always evolving and there is a constant need for new techniques and tools that can help us transform this data into useful information and knowledge. Since the previous edition’s publication, great advances have been made i ..."
"Data Mining: Concepts and Techniquesprovides the concepts and techniques in processing gathered data or information, which will be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data. This book is referred as the knowledge discovery from data (KDD). It focuses on the feasibility, usefulness, effectiveness, and scalability of techniques of large data sets ..."
"Symposium NN, "Electronic Organic and Inorganic Hybrid Nanomaterials―Synthesis, Device Physics and Their Applications," was held April 25−29 at the 2011 MRS Spring Meeting in San Francisco, California. The possibility of combining properties of organic and inorganic components in a unique hybrid composite material creates many potential applications. The combination at the nanosize level of inorganic and organic, or even bioactive compo ..."
"The two-volume set LNAI 7818 + LNAI 7819 constitutes the refereed proceedings of the 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2013, held in Gold Coast, Australia, in April 2013. The total of 98 papers presented in these proceedings was carefully reviewed and selected from 363 submissions. They cover the general fields of data mining and KDD extensively, including pattern min ..."
"The two-volume set LNAI 7818 + LNAI 7819 constitutes the refereed proceedings of the 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2013, held in Gold Coast, Australia, in April 2013. The total of 98 papers presented in these proceedings was carefully reviewed and selected from 363 submissions. They cover the general fields of data mining and KDD extensively, including pattern min ..."
"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 ..."
"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) ..."
"... 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 ..."
"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 ..."