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Chapman and Hall/CRC Data Mining and Knowledge Discovery
Computational Methods of Feature Selection
by Huan Liu, Hiroshi Motoda
440 Pages, Published 2007 by Crc Press
ISBN-13: 978-1-58488-879-6, ISBN: 1-58488-879-2

"In D. Sleeman and P. Edwards, editors, Int. Conf. on Machine Learning, pages 249–256, Aberdeen, Scotland, Morgan Kaufmann, 1992. [13] I. Kononenko. Estimating attributes: Analysis and extensions of RELIEF. In L. D. Raedt and F. Bergadano, editors, European Conf. on Machine Learning, pages 171–182, Catania, Italy, Springer Verlag, New York, 1994. [14] I. Kononenko. On biases in estimating multivalued attributes. In Proc. IJCAI-95, p ..."






Active Mining
New Directions of Data Mining
by Hiroshi Motoda
Published 2002
ISBN-13: 978-0-585-45890-8, ISBN: 0-585-45890-1






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; ..."






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 ..."






Kdd
Techniques and Applications : 23-24 Feb 97 : Proceedings of the First Pacific-Asia Conference on Knowledge Discovery and Data Mining
by Hiroshi Motoda, Hongjun Lu, Huan Liu, H-J Lu
Hardcover, 359 Pages, Published 1997 by World Scientific Pub Co Inc
ISBN-13: 978-981-02-3072-2, ISBN: 981-02-3072-9

"Covering a range of topics, this work includes such areas as clustering techniques, classification techniques, mining association rules and patterns from large databases, and data visualization. Applications of knowledge discovery and data mining techniques are also discussed."






Active Mining
New Directions of Data Mining
by Hiroshi Motoda
291 Pages, Published 2002
ISBN-13: 978-4-274-90521-6, ISBN: 4-274-90521-7

"Setsuo 83 Ohsawa, Yukio 195 Arimura. ... Masashi 51 Hori, Koichi 259 Shoji, Hiroko 259 Ichimura, Yumi 73 Soma, Hirotaka 195 Inada, Masanori 187 Suenaga , Takashi 175 Ito, Yusuke 11 Suyama, Akihiro 73 Kawano, Hiroyuki 103 Suzuki, ..."






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

"... David Cheung, Hiroshi Motoda. Predicting Smartphone Adoption in Social Networks . . . . . . . . . . . . . . . . . 472 Le Wu, Yin Zhu, Nicholas Jing Yuan, Enhong Chen, Xing Xie, and Yong Rui Discovering the Impact of Urban Traffic Interventions Using Contrast Mining on Vehicle Trajectory Data. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 486 Xiaoting Wang, Christopher Leckie, Hairuo Xie, and Tharshan Vaithianathan L ..."






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

"Haque, Ahsanul II-383 Harris, Greg I-538 He, Liang I-188, I-747, II-534 He, Lifang II-485 He, Saike II-15 He, Yulin ... II-459 Huynh, Viet I-343 Ifada, Noor II-510 Ishii, Shin I-621 Jabbour, Said II-662 Jia, Xiuyi II-52 Jin, Bo I-164 Johnson, Reid A. ... Shunsuke II-255 Kajino, Hiroshi II-255 Kalb, Paul I-511 Kane, Bamba I-722 Kang, Ying II-106 Kashima, Hisashi II-255 Katz, ... Mustapha II-134 Leckie, Christopher I -486, II-215, II- ..."






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

"Barron, P., Biegel, G., Cahill, V., Casimiro, A., Clarke, S., Cunningham, R., Fitzpatrick, A., Gaertner, G., Hughes, B.: Preliminary Definition of CORTEX Programming Model (2003) 7. Bettini, C., Brdiczka, O., Henricksen, K., Indulska, J ., Nicklas, D., Ranganathan, A., Riboni, D.: A survey of context modelling and reasoning techniques. Pervasive Mob. Comput. 6, 161–180 (2010) 8. Indulska, J. , Robinson, R.: Experiences in using cc/pp ..."






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

"Zeng, Weilin II-466 Zhai, Zhengjun II-83 Zhang, Chen II-300 Zhang, Cong II-478 Zhang, Fengli II-323 Zhang, Fuyang II-157 Zhang, Hui II-414 Zhang, Ji II-120 Zhang, Jilian I-265, II-372 Zhang, Jinhua II-120 Zhang, Lanshan II-219 Zhang, Lan-Shan ... Weiguo II-360 Zhang, Xiang I-193 Zhang, Xiaolong II-201 Zhang, Xiuzhen I-1 Zhang, Ya I-444 Zhang, Yan I-48, I-300 Zhang, Yan-Qiu II-455 Zhang, Zhao II-348 Zhang, Zili I-336 Zhao, Baohua II ..."






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 ..."






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

"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 Longbing Cao, Hiroshi Motoda, Jaideep Srivastava, Ee -peng Lim, Irwin King, Philip S. Yu, Wolfgang Nejdl, Guandong Xu, Gang Li, Ya Zhang. DFS(n, EL) // with pruning strategies (1) FEL={ ..."






Basis of data mining ISBN
by Hiroshi Motoda, Takahira Yamaguchi, Shuì"Saku Tsumoto
Hardcover, 285 Pages, Published 2006 by Toì"Kyoì" : Oì"Musha, 2006.
ISBN-13: 978-4-274-20348-0, ISBN: 4-274-20348-4






Lecture Notes in Computer Science Ser.
Discovery Science : 8th International Conference, DS 2005, Singapore, October 8-11, 2005, Proceedings 3735
by Achim Hoffmann, Hiroshi Motoda, Tobias Scheffer
404 Pages, Published 2005 by Springer
ISBN-13: 978-3-540-31698-5, ISBN: 3-540-31698-1

"8th International Conference, DS 2005, Singapore, October 8-11, 2005, Proceedings Achim Hoffmann, Hiroshi Motoda, Tobias Scheffer. than y. We transform this constraint to a constraint over h: if x[S0 ] ≤ y[S0] and x belongs to a higher class than y then h(x[S1]) > h(y[S1]). For the ... A natural way of representing the constraints is in a directed graph with vertices corresponding to { hi}ki=1 and two types of ..."






Lecture Notes in Computer Science Ser.(1st Edition)
Discovery Science : First International Conference, DS, 98, Fukuoka, Japan, December 14-16, 1998, Proceedings 1532
by Setsuo Arikawa, Hiroshi Motoda, S. Arikawa
Digital, 464 Pages, Published 2003 by Springer
ISBN-13: 978-3-540-49292-4, ISBN: 3-540-49292-5

"This book constitutes the refereed proceedings of the First International Conference on Discovery Science, DS'98, held in Fukuoka, Japan, in December 1998.The volume presents 28 revised full papers selected from a total of 76 submissions. Also included are five invited contributions and 34 selected poster presentations. The ultimate goal of DS'98 and this volume is to establish discovery science as a new field of research and developmen ..."






Knowledge Acquisition for Knowledge-based Systems
by Hiroshi Motoda
447 Pages, Published 1991
ISBN-13: 978-4-274-07617-6, ISBN: 4-274-07617-2

"In Howard E. Shrobe and the American Association for Artificial Intelligence, editors, Exploring Artificial Intelligence, pages 45-81. Morgan ... [21] D. H. Fisher. Knowledge acquisition via incremental conceptual clustering- Machine Learning, 2(2):139-172, 1987. [22] S. J. ... In P. Winston, editor, The Psychology of Computer Vision, pages 211-277. ... McGraw-Hill, Inc., New York, 10th edition, 1983. [39] J. R. ..."






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 ..."






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 ..."






Discovery Science
First International Conference, DS'98, Fukuoka, Japan, December 14-16, 1998, Proceedings (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence)
by Setsuo Arikawa, Hiroshi Motoda
Paperback, 464 Pages, Published 1998 by Springer
ISBN-13: 978-3-540-65390-5, ISBN: 3-540-65390-2

"This book constitutes the refereed proceedings of the First International Conference on Discovery Science, DS'98, held in Fukuoka, Japan, in December 1998.The volume presents 28 revised full papers selected from a total of 76 submissions. Also included are five invited contributions and 34 selected poster presentations. The ultimate goal of DS'98 and this volume is to establish discovery science as a new fiel ..."



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