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  | | 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 ..." |
 | | 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 ..." |
 | | Post-mining of Association Rules(1st Edition) Techniques for Effective Knowledge Extraction by Yanchang Zhao, Chengqi Zhang, Longbing Cao Hardcover, 394 Pages, Published 2009 by Information Science Reference ISBN-13: 978-1-60566-404-0, ISBN: 1-60566-404-9 "There is often a large number of association rules discovered in data mining practice, making it difficult for users to identify those that are of particular interest to them. Therefore, it is important to remove insignificant rules and prune redundancy as well as summarize, visualize, and post-mine the discovered rules. Post-Mining of Association Rules: Techniques for Effective Knowledge Extraction provides a systematic collection on p ..." |
 | | Data Mining and Multi-agent Integration by Longbing Cao Hardcover, 334 Pages, Published 2009 by Springer ISBN-13: 978-1-4419-0521-5, ISBN: 1-4419-0521-9 "Data Mining and Multi agent Integration aims to re?ect state of the art research and development of agent mining interaction and integration (for short, agent min ing). The book was motivated by increasing interest and work in the agents data min ing, and vice versa. The interaction and integration comes about from the intrinsic challenges faced by agent technology and data mining respectively; for instance, ..." |
 | | Data Mining for Business Applications by Longbing Cao, Chengqi Zhang, Huaifeng Zhang, Philip S. Yu Hardcover, 302 Pages, Published 2008 by Springer ISBN-13: 978-0-387-79419-8, ISBN: 0-387-79419-0 "Data Mining for Business Applications presents the state-of-the-art research and development outcomes on methodologies, techniques, approaches and successful applications in the area. The contributions mark a paradigm shift from “data-centered pattern mining” to “domain driven actionable knowledge discovery” for next-generation KDD research and applications. The contents identify how KDD techniques can better contribute to critical doma ..." |
 | | Agents and Data Mining Interaction 4th International Workshop on Agents and Data Mining Interaction, ADMI 2009, Budapest, Hungary, May 10-15,2009, Revised Selected Papers by Longbing Cao, A.E. Gorodetsky, Jiming Liu, Gerhard Weiß, Philip S. Yu 199 Pages, Published 2009 by Springer Science & Business Media ISBN-13: 978-3-642-03603-3, ISBN: 3-642-03603-1 "2.4 Roth-Erev (RE) Roth and Erev's purpose was to create a strategy that would mimic the behavior of human players in games with mixed strategy equilibria [3]. Therefore, they used reinforcement learning algorithms on the agent's profit margins, in order to adjust them to the market's conditions. This strategyonlydependson the agent's directfeedbackwiththe marketmechanism and is therefore independent of the auction mechanism itself ..." |
 | | 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 Weiã, 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 ..." |
 | | Lecture Notes in Computer Science Ser. Autonomous Intelligent Systems : Agents and Data Mining - Second International Workshop, AIS-ADM 2007, St. Petersburg, Russia, June 3-5, 2007 Proceedings 4476 by Vladimir Gorodetsky, Chengqi Zhang, Victor Skormin, Longbing Cao 326 Pages, Published 2007 by Springer ISBN-13: 978-3-540-72839-9, ISBN: 3-540-72839-2 "Andreas L. Symeonidis and Pericles A. Mitkas: Agent Intelligence Through Data Mining. Springer Science and Business Media (2005) 5. Lotfi A. Zadeh: In quest of performance metrics ... In Proc. of the Fourth International Workshop on Performance Metrics for Intelligent Systems (PERMIS), 13-15 August 2002 Markus C. Huebscher and Julie A. McCann: Evaluation issues in autonomic computing. In Proceedings of Grid and Cooperative Computin ..." |
 | | Autonomous Intelligent Systems Multi-Agents and Data Mining: Second International Workshop, AIS-ADM 2007, St. Petersburg, Russia, June 3-5, 2007, Proceedings (Lecture Notes in Computer Science) by Vladimir Gorodetsky, Chengqi Zhang, Victor A. Skormin, Longbing Cao Paperback, 326 Pages, Published 2007 by Springer ISBN-13: 978-3-540-72838-2, ISBN: 3-540-72838-4 "Since early 1990, multi-agent systems (MAS), data mining, and knowledge d- covery (KDD) have remained areas of high interest in the research and - velopment of intelligent information technologies. Indeed, MAS o?ers powerful metaphors for information system conceptualization, a range of new techniques, and technologies speci?cally focused on the design and implementation of lar- scale open distributed intelligent systems. KDD also provi ..." |