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Books by Philip Yu
  | | Relational Data Clustering(1st Edition) Models, Algorithms, and Applications (Chapman & Hall/CRC Data Mining and Knowledge Discovery) by Bo Long, Philip S. Yu, Zhongfei Zhang Paperback, 216 Pages, Published 2019 by Chapman And Hall/Crc ISBN-13: 978-0-367-38405-0, ISBN: 0-367-38405-1 "A culmination of the authors’ years of extensive research on this topic, Relational Data Clustering: Models, Algorithms, and Applications addresses the fundamentals and applications of relational data clustering. It describes theoretic models and algorithms and, through examples, shows how to apply these models and algorithms to solve real-world problems.After defining the field, the book introduces different types of model formulations ..." |
 | | Domain Driven Data Mining (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 ..." |
 | | 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 ..." |
 | | Privacy-Preserving Data Mining Models and Algorithms (Advances in Database Systems) by Charu C. Aggarwal, Philip S. Yu, Philip Aggarwal Yu Hardcover, 514 Pages, Published 2008 by Springer ISBN-13: 978-0-387-70991-8, ISBN: 0-387-70991-6 "Advances in hardware technology have increased the capability to store and record personal data. This has caused concerns that personal data may be abused. This book proposes a number of techniques to perform the data mining tasks in a privacy-preserving way. This edited volume contains surveys by distinguished researchers in the privacy field. Each survey includes the key research content as well as future r ..." |
 | | Introduction to Privacy-Preserving Data Publishing(1st Edition) Concepts and Techniques (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series) by Ke Wang, Philip S. Yu Paperback, 376 Pages, Published 2019 by Chapman And Hall/Crc ISBN-13: 978-0-367-38375-6, ISBN: 0-367-38375-6 "Gaining access to high-quality data is a vital necessity in knowledge-based decision making. But data in its raw form often contains sensitive information about individuals. Providing solutions to this problem, the methods and tools of privacy-preserving data publishing enable the publication of useful information while protecting data privacy. Introduction to Privacy-Preserving Data Publishing: Concepts and Techniques presents state-of ..." |
 | | 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 ..." |
 | | Next Generation of Data Mining(1st Edition) (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series) by Hillol Kargupta, Jiawei Han, Philip S. Yu, Rajeev Motwani, Vipin Kumar Paperback, 601 Pages, Published 2019 by Chapman And Hall/Crc ISBN-13: 978-0-367-38605-4, ISBN: 0-367-38605-4 "Drawn from the US National Science Foundation’s Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM 07), Next Generation of Data Mining explores emerging technologies and applications in data mining as well as potential challenges faced by the field.Gathering perspectives from top experts across different disciplines, the book debates upcoming challenges and outlines computational methods. The co ..." |
 | | 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 ..." |
 | | Machine Learning in Cyber Trust Security, Privacy, and Reliability by Philip S. Yu Hardcover, 362 Pages, Published 2009 by Springer ISBN-13: 978-0-387-88734-0, ISBN: 0-387-88734-2 "Many networked computer systems are far too vulnerable to cyber attacks that can inhibit their functioning, corrupt important data, or expose private information. Not surprisingly, the field of cyber-based systems is a fertile ground where many tasks can be formulated as learning problems and approached in terms of machine learning algorithms. This book contains original materials by leading researchers in the area and covers applicatio ..." |
 | | Next Generation of Data Mining(1st Edition) (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) by Hillol Kargupta, Jiawei Han, Rajeev Motwani, Vipin Kumar, Philip S. Yu Hardcover, 601 Pages, Published 2008 by Chapman And Hall/Crc ISBN-13: 978-1-4200-8586-0, ISBN: 1-4200-8586-7 "Drawn from the US National Science Foundation’s Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM 07), Next Generation of Data Mining explores emerging technologies and applications in data mining as well as potential challenges faced by the field. Gathering perspectives from top experts across different disciplines, the book debates upcoming challenges and outlines computational methods. Th ..." |
 | | Privacy-Preserving Data Mining(Reprint) Models and Algorithms (Advances in Database Systems) by Charu Aggarwal, Philip S. Yu Paperback, 514 Pages, Published 2010 by Springer ISBN-13: 978-1-4419-4371-2, ISBN: 1-4419-4371-4 "Advances in hardware technology have increased the capability to store and record personal data. This has caused concerns that personal data may be abused. This book proposes a number of techniques to perform the data mining tasks in a privacy-preserving way. This edited volume contains surveys by distinguished researchers in the privacy field. Each survey includes the key research content as well as future r ..." |
 | | Machine Learning in Cyber Trust(Reprint) Security, Privacy, and Reliability by Philip S. Yu Paperback, 362 Pages, Published 2010 by Springer ISBN-13: 978-1-4419-4698-0, ISBN: 1-4419-4698-5 "Many networked computer systems are far too vulnerable to cyber attacks that can inhibit their functioning, corrupt important data, or expose private information. Not surprisingly, the field of cyber-based systems is a fertile ground where many tasks can be formulated as learning problems and approached in terms of machine learning algorithms. This book contains original materials by leading researchers in th ..." |
 | | Link Mining Models, Algorithms, and Applications by Philip S. Yu, Jiawei Han, Christos Faloutsos Hardcover, 586 Pages, Published 2010 by Springer ISBN-13: 978-1-4419-6514-1, ISBN: 1-4419-6514-9 "With the recent ?ourishing research activities on Web search and mining, social networkanalysis,informationnetworkanalysis,informationretrieval,linkana- sis,andstructuraldatamining,researchonlinkmininghasbeenrapidlygrowing, forminganew?eldofdatamining. Traditionaldataminingfocuseson"?at"or"isolated"datainwhicheachdata objectisrepresentedasanindependentattributevector. However,manyr ..." |
 | | Second International Workshop on Research Issues on Data Engineering Transaction and Query Processing : Proceedings, February 2-3, 1992, Tempe, Ari by Philip S. Yu Paperback, 227 Pages, Published 1992 by Ieee Computer Society ISBN-13: 978-0-8186-2660-9, ISBN: 0-8186-2660-7 "Software architects, developers, practitioners, and researchers present 27 full papers and 10 poster papers from the February 1992 workshop in Tempe, Arizona. The sections cover concurrent transaction and query processing, query processing and languages, architecture and performance issues, query optimization, and heterogeneous database and transaction issues. No subject index. Annotation copyright Book News, Inc. Portland, Or." |
 | | Link Mining Models, Algorithms, and Applications by Philip S. Yu, Christos Faloutsos, Jiawei Han Paperback, 586 Pages, Published 2014 by Springer ISBN-13: 978-1-4939-0147-0, ISBN: 1-4939-0147-8 "Wewouldliketoconveyourappreciationtoallauthorsfortheirvaluablec- tributions. WewouldalsoliketoacknowledgethatthisworkissupportedbyNSF throughgrantsIIS-0905215, IIS-0914934, andDBI-0960443. Chicago, Illinois PhilipS. Yu Urbana-Champaign, Illinois JiaweiHan Pittsburgh, Pennsylvania ChristosFaloutsos v Contents Part I Link-Based Clustering 1 Machine Learning Approaches to Link-Based Clustering. . . . . . . . . . . 3 Zhongfei(Mark)Zhang, Bo ..." |
 | | 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 ..." |
 | | Introduction to Privacy-Preserving Data Publishing(1st Edition) Concepts and Techniques (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) by Philip S. Yu, Ke Wang Hardcover, 376 Pages, Published 2010 by Chapman And Hall/Crc Mobipocket_Ebook ISBN-13: 978-1-4200-9148-9, ISBN: 1-4200-9148-4 "Gaining access to high-quality data is a vital necessity in knowledge-based decision making. But data in its raw form often contains sensitive information about individuals. Providing solutions to this problem, the methods and tools of privacy-preserving data publishing enable the publication of useful information while protecting data privacy. Introduction to Privacy-Preserving Data Publishing: Concepts and Techniques presents state-of ..." |
 | | 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 ..." |
 | | Link Mining Models, Algorithms, and Applications by Jiawei Han, Christos Faloutsos, Philip S. Yu 586 Pages, Published 2010 by Springer Science & Business Media ISBN-13: 978-1-4419-6515-8, ISBN: 1-4419-6515-7 "Philip S. Yu, Jiawei Han, Christos Faloutsos. 9 Discriminative Frequent Pattern- Based Graph Classification. . . . . . . . 237 Hong Cheng, Xifeng Yan, and Jiawei Han Part III Link Analysis for Data Cleaning and Information Integration 10 Information Integration for Graph Databases . . . . . . . . . . . . . . . . . . . . . 265 Ee-Peng Lim, Aixin Sun, Anwitaman Datta, and Kuiyu Chang 11 Veracity Analysis and Object Distinction. . . . ..." |
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