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Trends and Applications in Knowledge Discovery and Data Mining
PAKDD 2013 Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD, Golden Coast, QLD, ... / Lecture Notes in Artificial Intelligence)
by Jiuyong Li, Longbing Cao, Can Wang, Kay Chen Tan, Bo Liu, Vincent S. Tseng, Jian Pei, Jian Pei Ph.
Paperback, 576 Pages, Published 2013 by Springer
ISBN-13: 978-3-642-40318-7, ISBN: 3-642-40318-2

"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 ..."






Advanced Information and Knowledge Processing Ser.
Metasynthetic Computing and Engineering of Complex Systems
by Longbing Cao
348 Pages, Published 2015 by Springer
ISBN-13: 978-1-4471-6551-4, ISBN: 1-4471-6551-9

"... 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 ..."






Data mining and multi-agent integration
[electronic resource]
by Longbing Cao
334 Pages, Published 2009 by Springer Science & Business Media
ISBN-13: 978-1-4419-0522-2, ISBN: 1-4419-0522-7

"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, Longbing Cao
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 ..."






Data Mining for Business Applications
by Longbing Cao, Philip S. Yu, Chengqi Zhang, Huaifeng Zhang
302 Pages, Published 2009 by Springer Science & Business Media
ISBN-13: 978-0-387-79420-4, ISBN: 0-387-79420-4

"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 ..."






Trends and Applications in Knowledge Discovery and Data Mining
PAKDD 2013 Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD, Golden Coast, QLD, Australia, Revised Selected Papers
by Jiuyong Li, Longbing Cao, Can Wang, Kay Chen Tan, Bo Liu, Jian Pei, Vincent S. Tseng
556 Pages, Published 2013 by Springer
ISBN-13: 978-3-642-40319-4, ISBN: 3-642-40319-0

"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) ..."






Lecture Notes in Computer Science
Advances in Knowledge Discovery and Data Mining : 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part II 7819
by Jian Pei, Vincent S. Tseng, Longbing Cao, Hiroshi Motoda, Guandong Xu
588 Pages, Published 2013 by Springer
ISBN-13: 978-3-642-37456-2, ISBN: 3-642-37456-5

"... 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 ..."






Lecture Notes in Computer Science
Advances in Knowledge Discovery and Data Mining : 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part I 7818
by Jian Pei, Vincent S. Tseng, Longbing Cao, Hiroshi Motoda, Guandong Xu
610 Pages, Published 2013 by Springer
ISBN-13: 978-3-642-37453-1, ISBN: 3-642-37453-0

"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 ..."






Agents and Data Mining Interaction
4th International Workshop on Agents and Data Mining Interaction, ADMI 2009, Budapest, Hungary, May 10-15,2009, ... / Lecture Notes in Artificial Intelligence)
by Longbing Cao, Jiming Liu, Gerhard Weiss, Philip S. Yu, A.E. Gorodetsky, Vladimir Gorodetsky, Editor-Gerhard WeiãŸ, Gerhard Weir
Paperback, 199 Pages, Published 2009 by Springer
ISBN-13: 978-3-642-03602-6, ISBN: 3-642-03602-3

"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 ..."






Advanced Data Mining and Applications
by Longbing Cao
Paperback
ISBN-13: 978-3-642-17317-2, ISBN: 3-642-17317-9






Advances in Knowledge Discovery and Data Mining(1st Edition)
21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part II (Lecture Notes in Computer Science)
by Jinho Kim, Kyuseok Shim, Longbing Cao, Jae-Gil Lee, Xuemin Lin, Yang-Sae Moon
Paperback, 857 Pages, Published 2017 by Springer
ISBN-13: 978-3-319-57528-5, ISBN: 3-319-57528-7

"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 ..."






Advances in Knowledge Discovery and Data Mining(1st Edition)
21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part I (Lecture Notes in Computer Science)
by Jinho Kim, Kyuseok Shim, Longbing Cao, Jae-Gil Lee, Xuemin Lin, Yang-Sae Moon
Paperback, 841 Pages, Published 2017 by Springer
ISBN-13: 978-3-319-57453-0, ISBN: 3-319-57453-1

"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 ..."






Agents and Data Mining Interaction
by Longbing Cao
Paperback
ISBN-13: 978-3-642-03604-0, ISBN: 3-642-03604-X






Advanced Data Mining and Applications
by Longbing Cao
Paperback
ISBN-13: 978-3-642-17314-1, ISBN: 3-642-17314-4






Agents and Data Mining Interaction
10th International Workshop, ADMI 2014, Paris, France, May 5-9, 2014, Revised Selected Papers (Lecture Notes in Computer Science)
by Longbing Cao, Yifeng Zeng, Bo An, Andreas L. Symeonidis, Vladimir Gorodetsky, Frans Coenen, Philip S. Yu
Paperback, 125 Pages, Published 2015 by Springer
ISBN-13: 978-3-319-20229-7, ISBN: 3-319-20229-4

"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 ..."






Advanced Data Mining and Applications
9th International Conference, ADMA 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part II (Lecture Notes in Computer Science)
by Hiroshi Motoda, Longbing Cao, Min Yao, Zhaohui Wu, Osmar Zaiane, Wei Wang
Paperback, 538 Pages, Published 2013 by Springer
ISBN-13: 978-3-642-53916-9, ISBN: 3-642-53916-5

"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 ..."






Advanced Data Mining and Applications
9th International Conference, ADMA 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part I (Lecture ... / Lecture Notes in Artificial Intelligence)
by Hiroshi Motoda, Longbing Cao, Min Yao, Zhaohui Wu, Osmar Zaiane, Wei Wang
Paperback, 612 Pages, Published 2013 by Springer
ISBN-13: 978-3-642-53913-8, ISBN: 3-642-53913-0

"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 ..."






Agents and Data Mining Interaction
8th International Workshop, ADMI 2012, Valencia, Spain, June 4-5, 2012, Revised Selected Papers (Lecture Notes in Computer Science)
by Longbing Cao, Yifeng Zeng, Vladimir Gorodetsky, Andreas L. Symeonidis, Philip S. Yu, Munindar P. Singh
Paperback, 232 Pages, Published 2013 by Springer
International Edition
ISBN-13: 978-3-642-36287-3, ISBN: 3-642-36287-7

"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."






Agents and Data Mining Interaction
9th International Workshop, ADMI 2013, Saint Paul, MN, USA, May 6-7, 2013, Revised Selected Papers (Lecture Notes ... / Lecture Notes in Artificial Intelligence)
by Longbing Cao, Andreas L. Symeonidis, Yifeng Zeng, Vladimir Gorodetsky, Jörg P. Müller, Philip S. Yu, J. P. Muller
Paperback, 137 Pages, Published 2014 by Springer
ISBN-13: 978-3-642-55191-8, ISBN: 3-642-55191-2

"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."






Behavior and Social Computing
International Workshop on Behavior and Social Informatics, BSI 2013, Gold Coast, Australia, April 14-17, and ... Papers (Lecture Notes in Computer Science)
by Longbing Cao, Hiroshi Motoda, Jaideep Srivastava, Ee-Peng Lim, Irwin King, Philip S. Yu, Wolfgang Nejdl, Guandong Xu, Gang Li, Ya Zhang
Paperback, 265 Pages, Published 2013 by Springer
ISBN-13: 978-3-319-04047-9, ISBN: 3-319-04047-2

"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 ..."



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Longbing Cao

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Chengqi Zhang

Yanchang Zhao

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