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Books by Longbing Cao
  | | Behavior Computing Modeling, Analysis, Mining and Decision by Longbing Cao, Philip S. Yu Hardcover, 376 Pages, Published 2012 by Springer ISBN-13: 978-1-4471-2968-4, ISBN: 1-4471-2968-7 "'Behavior' is an increasingly important concept in the scientific, societal, economic, cultural, political, military, living and virtual worlds. Behavior computing, or behavior informatics, consists of methodologies, techniques and practical tools for examining and interpreting behaviours in these various worlds. Behavior computing contributes to the in-depth understanding, discovery, applications and management of behavior intelligence ..." |
 | | Data Mining for Business Applications(Reprint) by Longbing Cao, Chengqi Zhang, Huaifeng Zhang, Philip S. Yu Paperback, 302 Pages, Published 2010 by Springer ISBN-13: 978-1-4419-4635-5, ISBN: 1-4419-4635-7 "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 âdata-centered pattern miningâ to âdomain driven actionable knowledge discoveryâ for next-generation KDD research and applications. The contents identify how KDD techniques can better contribute to criti ..." |
 | | Metasynthetic Computing and Engineering of Complex Systems(Reprint) (Advanced Information and Knowledge Processing) by Longbing Cao Paperback, 348 Pages, Published 2016 by Springer ISBN-13: 978-1-4471-7062-4, ISBN: 1-4471-7062-8 "Provides a comprehensive overview and introduction to the concepts, methodologies, analysis, design and applications of metasynthetic computing and engineering. The author: • Presents an overview of complex systems, especially open complex giant systems such as the Internet, complex behavioural and social problems, and actionable knowledge discovery and delivery in the big data era. • Discusses ubiquitous intelligence in complex systems ..." |
 | | Domain Driven Data Mining by Longbing Cao, Philip S. Yu, Chengqi Zhang, Yanchang Zhao Hardcover, 248 Pages, Published 2010 by Springer ISBN-13: 978-1-4419-5736-8, ISBN: 1-4419-5736-7 "Data mining has emerged as one of the most active areas in information and c- munication technologies(ICT). With the boomingof the global economy, and ub- uitouscomputingandnetworkingacrosseverysectorand business, data andits deep analysis becomes a particularly important issue for enhancing the soft power of an organization, its production systems, decision-making and performance. The last ten years have seen ever-increasingapplication ..." |
 | | 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 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 ..." |
 | | Data Mining and Multi-agent Integration(2009th Edition) by Longbing Cao Paperback, 348 Pages, Published 2015 by Springer ISBN-13: 978-1-4899-8440-1, ISBN: 1-4899-8440-2 "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, multi agent systems face the ..." |
 | | Behavior Computing Modeling, Analysis, Mining and Decision by Longbing Cao, Philip S. Yu Paperback, 376 Pages, Published 2012 by Springer ISBN-13: 978-1-4471-6206-3, ISBN: 1-4471-6206-4 "'Behavior' is an increasingly important concept in the scientific, societal, economic, cultural, political, military, living and virtual worlds. Behavior computing, or behavior informatics, consists of methodologies, techniques and practical tools for examining and interpreting behaviours in these various worlds. Behavior computing contributes to the in-depth understanding, discovery, applications and management of behavior intelligence ..." |
 | | Metasynthetic Computing and Engineering of Complex Systems (Advanced Information and Knowledge Processing) by Longbing Cao Hardcover, 341 Pages, Published 2014 by Springer ISBN-13: 978-1-4471-6550-7, ISBN: 1-4471-6550-0 "Provides a comprehensive overview and introduction to the concepts, methodologies, analysis, design and applications of metasynthetic computing and engineering. The author: • Presents an overview of complex systems, especially open complex giant systems such as the Internet, complex behavioural and social problems, and actionable knowledge discovery and delivery in the big data era. • Discusses ubiquitous intelligence in complex systems ..." |
 | | 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, ..." |
 | | Domain Driven Data Mining by Longbing Cao, Philip S. Yu, Chengqi Zhang, Yanchang Zhao 248 Pages, Published 2010 by Springer Science & Business Media ISBN-13: 978-1-4419-5737-5, ISBN: 1-4419-5737-5 "... opportunities arise, indicating the need for next-generation data mining and knowledge discovery far beyond the data mining algorithms themselves. We realize that we are not at the stage for covering every aspect of these open issues and opportunities. Rather, it is our intention to raise them in this book for wider, deeper and more substantial investigation by the community. We would like to convey our appreciation to all cont ..." |
 | | 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 ..." |
 | | Behavior Computing Modeling, Analysis, Mining and Decision by Longbing Cao, Philip S. Yu Paperback, 371 Pages, Published 2014 ISBN-13: 978-1-4471-2969-1, ISBN: 1-4471-2969-5 "Janacek, G., Swift, L.: Time Series: Forecasting, Simulation, Applications. Ellis Horwood, Chichester (1993) 8. Magalhaes, M.H., Ballini, R., Molck, P., Gomide, F. : Combining forecasts for natural stream flow prediction. In: IEEE Annual Meeting of the Fuzzy Information, vol. 1, pp. 390–394 (2004) 9. Guang, C., Jian, G., Wei, D .: Nonlinear-periodical network traffic behavioral forecast based on seasonal neural network model. In: IEE ..." |
 | | Agents and Data Mining(1st Edition) Interaction and Integration (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series) by Longbing Cao, Chengqi Zhang, Zili Zhang Hardcover, 300 Pages, Published 2010 by Crc Pr I Llc ISBN-13: 978-1-4398-0013-3, ISBN: 1-4398-0013-8 |
 | | 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 ..." |
 | | Domain Driven Data Mining(2010th Edition) (Paperback) by Longbing Cao, Philip S. Yu, Chengqi Zhang, Yanchang Zhao Paperback, 248 Pages, Published 2014 by Springer ISBN-13: 978-1-4899-8507-1, ISBN: 1-4899-8507-7 "Data mining has emerged as one of the most active areas in information and c- munication technologies(ICT). With the boomingof the global economy, and ub- uitouscomputingandnetworkingacrosseverysectorand business, data andits deep analysis becomes a particularly important issue for enhancing the soft power of an organization, its production systems, decision-making and performance. The last ten years have seen ever-increasingapplication ..." |
 | | Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining by Longbing Cao 2,338 Pages, Published 2015 ISBN-13: 978-1-4503-3664-2, ISBN: 1-4503-3664-7 "KDD '15: The 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Aug 10, 2015-Aug 13, 2015 Sydney, Australia." |
 | | Domain Driven Data Mining by Longbing Cao Paperback, Published 2010 by Springer ISBN-13: 978-1-4419-5738-2, ISBN: 1-4419-5738-3 "Cao L, Gorodetsky V, Mitkas P. Guest Editors' Introduction: Agents and Data Mining, IEEE Intelligent Systems, May/June, ... Cao L, Zhao Y, Zhang C and Zhang H. Activity Mining: From Activities to Actions, International Journal of Information ..." |
 | | 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 ..." |
 | | 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 ..." |
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