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  | | Advances in Knowledge Discovery and Data Mining 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part ... / Lecture Notes in Artificial Intelligence) by Jian Pei, Longbing Cao, Vincent S. Tseng, Hiroshi Motoda, Guandong Xu, Jian Pei Ph. Paperback, 608 Pages, Published 2013 by Springer ISBN-13: 978-3-642-37455-5, ISBN: 3-642-37455-7 "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 ..." |
 | | Advances in Knowledge Discovery and Data Mining 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part ... / Lecture Notes in Artificial Intelligence) by Jian Pei, Longbing Cao, Vincent S. Tseng, Hiroshi Motoda, Guandong Xu, Jian Pei Ph. Paperback, 610 Pages, Published 2013 by Springer ISBN-13: 978-3-642-37452-4, ISBN: 3-642-37452-2 "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 Springer International Series in Engineering and Computer Science Instance Selection and Construction for Data Mining 608 by Huan Liu, Hiroshi Motoda 416 Pages, Published 2013 by Springer Science & Business Media ISBN-13: 978-1-4757-3359-4, ISBN: 1-4757-3359-3 "The order of steps in this framework is not strict. Instantiations are able to apply the basic steps in any order, or skip some steps completely. Similarly, instantiations sometimes skip one of the basic steps, perform other steps first, and then return to the previously ignored step. And finally, some approaches combine more than a single step into a compound step. 3.4.1.1 Sampling. The first step of the unifying framework uses (s ..." |
 | | Feature Selection for Knowledge Discovery and Data Mining(Reprint) (The Springer International Series in Engineering and Computer Science) by Huan Liu, Hiroshi Motoda Paperback, 214 Pages, Published 2013 by Springer ISBN-13: 978-1-4613-7604-0, ISBN: 1-4613-7604-1 "As computer power grows and data collection technologies advance, a plethora of data is generated in almost every field where computers are used. The com puter generated data should be analyzed by computers; without the aid of computing technologies, it is certain that huge amounts of data collected will not ever be examined, let alone be used to our advantages. Even with today's advanced computer technologi ..." |
 | | The Springer International Series in Engineering and Computer Science Feature Extraction, Construction and Selection : A Data Mining Perspective 453 by Huan Liu, Hiroshi Motoda 410 Pages, Published 2012 by Springer Science & Business Media ISBN-13: 978-1-4615-5725-8, ISBN: 1-4615-5725-9 "A Data Mining Perspective Huan Liu, Hiroshi Motoda. 13.3.2 Feature Generation Here we describe the process to generate new continuous-valued features. We use the set of relevant nodes of the join-semi-lattice for this purpose. Let A" be the set of attributes of A which appears in at least one relevant node. If an attribute a never appears in one of the lattice nodes, then it is not relevant. Such attribute would not be used again b ..." |
 | | The Springer International Series in Engineering and Computer Science Feature Selection for Knowledge Discovery and Data Mining 454 by Hiroshi Motoda, Huan Huan Liu 214 Pages, Published 2012 by Springer Science & Business Media ISBN-13: 978-1-4615-5689-3, ISBN: 1-4615-5689-9 "... helping design and complete the annotations in Appendices and maintaining the well constructed web sites, Rudy Setiono, Takashi Washio and Tadashi Horiuchi for fruitful collaboration without which the book would have been incomplete, ..." |
 | | 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 ..." |
 | | 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 ..." |
 | | Trends and Applications in Knowledge Discovery and Data Mining(1st Edition) PAKDD 2015 Workshops: BigPMA, VLSP, QIMIE, DAEBH, Ho Chi Minh City, Vietnam, May ... Papers (Lecture Notes in Computer Science) by Xiao-Li Li, Tru Cao, Tu-Bao Ho, David Cheung, Zhi-Hua Zhou, Ee-Peng Lim, Hiroshi Motoda Paperback, 289 Pages, Published 2015 by Springer ISBN-13: 978-3-319-25659-7, ISBN: 3-319-25659-9 "This book constitutes the refereed proceedings at PAKDD Workshops 2015, held in conjunction with PAKDD, the 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining in Ho Chi Minh City, Vietnam, in May 2015. The 23 revised papers presented were carefully reviewed and selected from 57 submissions. The workshops affiliated with PAKDD 2015 include: Pattern Mining and Application of Big Data (BigPMA), Quality Issues, Measures of ..." |
 | | Advances in Knowledge Discovery and Data Mining 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I (Lecture Notes in Computer Science) by Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Cheung, Hiroshi Motoda, Tru Hoang Cao Paperback, 796 Pages, Published 2015 by Springer ISBN-13: 978-3-319-18037-3, ISBN: 3-319-18037-1 "This two-volume set, LNAI 9077 + 9078, constitutes the refereed proceedings of the 19th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2015, held in Ho Chi Minh City, Vietnam, in May 2015.The proceedings contain 117 paper carefully reviewed and selected from 405 submissions. They have been organized in topical sections named: social networks and social media; classification; machine learning; applicati ..." |
 | | Advances in Knowledge Discovery and Data Mining 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II (Lecture Notes in Computer Science) by Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Cheung, Hiroshi Motoda, Tru Hoang Cao Paperback, 773 Pages, Published 2015 by Springer ISBN-13: 978-3-319-18031-1, ISBN: 3-319-18031-2 "<P>THIS TWO-VOLUME SET, LNAI 9077 + 9078, CONSTITUTES THE REFEREED PROCEEDINGS OF THE 19TH PACIFIC-ASIA CONFERENCE ON ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PAKDD 2015, HELD IN HO CHI MINH CITY, VIETNAM, IN MAY 2015.</P><P>THE PROCEEDINGS CONTAIN 117 PAPER CAREFULLY REVIEWED AND SELECTED FROM 405 SUBMISSIONS. THEY HAVE BEEN ORGANIZED IN TOPICAL SECTIONS NAMED: SOCIAL NETWORKS AND SOCIAL MEDIA; CLASSIFICATION; ..." |
 | | Rough Sets and Intelligent Systems Paradigms Second International Conference, RSEISP 2014, Granada and Madrid, Spain, July 9-13, 2014. Proceedings ... / Lecture Notes in Artificial Intelligence) by Marzena Kryszkiewicz, Davide Ciucci, Chris Cornelis, Hiroshi Motoda, Zbigniew Ras, Jesús Medina-Moreno Paperback, 394 Pages, Published 2014 by Springer ISBN-13: 978-3-319-08728-3, ISBN: 3-319-08728-2 "This book constitutes the refereed proceedings of the 23rd Australasian Joint Conference on Rough Sets and Intelligent Systems Paradigms, RSEISP 2014, held in Granada and Madrid, Spain, in July 2014. RSEISP 2014 was held along with the 9th International Conference on Rough Sets and Current Trends in Computing, RSCTC 2014, as a major part of the 2014 Joint Rough Set Symposium, JRS 2014. JRS 2014 received 40 revised full papers and 37 rev ..." |
 | | 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 ..." |
 | | 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 ..." |
 | | 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 ..." |
 | | Lecture Notes in Computer Science Ser. Advances in Knowledge Discovery and Data Mining : 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I by Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Cheung, Hiroshi Motoda 763 Pages, Published 2015 by Springer ISBN-13: 978-3-319-18038-0, ISBN: 3-319-18038-X |
 | | Lecture Notes in Computer Science Advances in Knowledge Discovery and Data Mining : 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II 9078 by Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Cheung, Hiroshi Motoda 773 Pages, Published 2015 by Springer ISBN-13: 978-3-319-18032-8, ISBN: 3-319-18032-0 |
 | | Rough Sets and Intelligent Systems Paradigms Second International Conference, RSEISP 2014, Granada and Madrid, Spain, July 9-13, 2014. Proceedings by Marzena Kryszkiewicz, Chris Cornelis, Davide Ciucci, Jesús Medina-Moreno, Hiroshi Motoda, Zbigniew Ras 394 Pages, Published 2014 by Springer ISBN-13: 978-3-319-08729-0, ISBN: 3-319-08729-0 |
 | | Lecture Notes in Computer Science Advanced Data Mining and Applications : 9th International Conference, ADMA 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part II 8347 by Hiroshi Motoda, Zhaohui Wu, Longbing Cao, Osmar Zaiane, Min Yao, Wei Wang 538 Pages, Published 2013 by Springer ISBN-13: 978-3-642-53917-6, ISBN: 3-642-53917-3 |
 | | Behavior and Social Computing International Workshop on Behavior and Social Informatics, BSI 2013, Gold Coast, Australia, April 14-17, and International Workshop on Behavior and Social Informatics and Computing, BSIC 2013, Beijing, China, August 3-9, 2013, Revised Selected Papers by Longbing Cao, Hiroshi Motoda, Jaideep Srivastava, Ee-Peng Lim, Irwin King, Philip S. Yu, Wolfgang Nejdl, Guandong Xu, Gang Li, Ya Zhang 265 Pages, Published 2013 by Springer ISBN-13: 978-3-319-04048-6, ISBN: 3-319-04048-0 |
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