"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 ..."
"... how to design generic and consistent agent service interfaces, which is
important for an agent service-oriented enterprise. Continuing the discussion in
Chap. 10, directory, communication, transportation, mediation, and discovery of
agent services have been detailed in this chapter. Finally, we have collected and
presented other strategic issues we have learned in performing agent service-
oriented design of open complex systems ..."
"Li-Tung Weng, Yue Xu, Yuefeng Li and Richi Nayak Abstract Nowadays most
existing recommender systems operate in a single organisational basis, i.e. a
recommender system recommends items to customers of one organisation based
on the organisation's datasets only. Very often the datasets of a single
organisation do not have sufficient resources to be used to generate quality
recommendations. Therefore, it would be beneficial if recomm ..."
Post-Mining of Association Rules(1st Edition) Techniques for Effective Knowledge Extraction: Techniques for Effective Knowledge Extraction by Yanchang Zhao, Chengqi Zhang, LongbingCao Encuadernación Desconocida, 394 Pages, Published 2009 by Information Science Publishing ISBN-13: 978-1-60566-405-7, ISBN: 1-60566-405-7
"To tackle this problem and facilitate the extraction of useful knowledge from
learned rules, Zhao, Zhang, and Cao edited this book to present a systemic
collection of the up-to-date techniques for reducing the numbers of association
rules, after mining. Such post-mining touches on many and varied practical
issues, such as the interestingness, redundancy, summarization, generalisation,
presentation, visualisation, and maintenance of ..."
"Ira Assent, Ralph Krieger, Petra Welter, Jörg Herbers, and Thomas Seidl Abstract
In scheduling of airport operations the unreliability of flight arrivals is a serious
challenge. Robustness with respect to flight delay is incorporated into re- cent
scheduling techniques. To refine proactive scheduling, we propose classification
of flights into delay categories. Our method is based on archived data at major
airports in current flight ..."
"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 ..."
"The2009InternationalWorkshoponAgentsandDataMiningInteraction(ADMI 2009) was a joint event with AAMAS2009. In recentyears,agents and data mining interaction (ADMI), or agent mining forshort,hasemergedasaverypromisingresearch?eld. Followingthesuccessof ADMI 2006 in Hong Kong, ADMI 2007 in San Jose, and ADMI 2008 in Sydney, the ADMI 2009 workshop in Budapest provided a premier forum for sharing research ..."
"This two-volume set, LNAI 10234 and 10235, constitutes the thoroughly refereed proceedings of the 21st Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2017, held in Jeju, South Korea, in May 2017. The 129 full papers were carefully reviewed and selected from 458 submissions. They are organized in topical sections named: classification and deep learning; social network and graph mining; privacy-preservin ..."
"This two-volume set, LNAI 10234 and 10235, constitutes the thoroughly refereed proceedings of the 21st Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2017, held in Jeju, South Korea, in May 2017. The 129 full papers were carefully reviewed and selected from 458 submissions. They are organized in topical sections named: classification and deep learning; social network and graph mining; privacy-preservin ..."
"This book constitutes the thoroughly refereed and revised selected papers from the 10th International Workshop on Agents and Data Mining Interactions, ADMI 2014, held in Paris, France, in May 2014 as satellite workshop of AAMAS 2014, the 13th International Conference on Autonomous Agents and Multiagent Systems. The 11 papers presented were carefully reviewed and selected from numerous submissions for inclusion in this volume. They prese ..."
"The two-volume set LNAI 8346 and 8347 constitutes the thoroughly refereed proceedings of the 9th International Conference on Advanced Data Mining and Applications, ADMA 2013, held in Hangzhou, China, in December 2013. The 32 regular papers and 64 short papers presented in these two volumes were carefully reviewed and selected from 222 submissions. The papers included in these two volumes cover the following t ..."
"The two-volume set LNAI 8346 and 8347 constitutes the thoroughly refereed proceedings of the 9th International Conference on Advanced Data Mining and Applications, ADMA 2013, held in Hangzhou, China, in December 2013. The 32 regular papers and 64 short papers presented in these two volumes were carefully reviewed and selected from 222 submissions. The papers included in these two volumes cover the following t ..."
"This book constitutes the thoroughly refereed post-workshop proceedings of the 8th International Workshop on Agents and Data Mining Interaction, ADMI 2012, held in Valencia, Spain, in June 2012. The 16 revised full papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on agents for data mining, data mining for agents, and agent mining applications."
"This book constitutes the thoroughly refereed and revised selected papers from the 9th International Workshop on Agents and Data Mining Interaction, ADMI 2013, held in Saint Paul, MN, USA in May 2013. The 10 papers presented in this volume were carefully selected for inclusion in the book and are organized in topical sections named agent mining and data mining."
"This book constitutes the thoroughly refereed proceedings of the International Workshops on Behavior and Social Informatics and Computing, BSIC 2013, held as collocated event of IJCAI 2013, in Beijing, China in August 2013 and the International Workshop on Behavior and Social Informatics, BSI 2013, held as satellite workshop of PAKDD 2013, in Gold Coast, Australia, in April 2013. The 23 papers presented were ..."