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  | | Data Mining Concepts and Techniques (The Morgan Kaufmann Series in Data Management Systems) by Jiawei Han, Jian Pei, Hanghang Tong, Han Et Al Paperback, 752 Pages, Published 2022 by Elsevier Science & Technology, San Francisco ISBN-13: 978-0-12-811760-6, ISBN: 0-12-811760-5 "Specifically, it explains data mining and the tools used in discovering knowledge from collected data, known as KDD. The book focuses on the feasibility, usefulness, effectiveness and scalability of techniques of large datasets." |
 | | The Morgan Kaufmann Series in Data Management Systems Ser. Data Mining : Concepts and Techniques by Jiawei Han, Jian Pei Published 2018 ISBN-13: 978-0-12-811761-3, ISBN: 0-12-811761-3 |
 | | The Morgan Kaufmann Series in Data Management Systems Ser.(3rd Edition) Data Mining: Concepts and Techniques : Concepts and Techniques by Jiawei Han, Micheline Kamber, Jian Pei Paperback, 744 Pages, Published 2011 by Morgan Kaufmann ISBN-13: 978-0-12-381480-7, ISBN: 0-12-381480-4 "Data Mining: Concepts and Techniquesprovides the concepts and techniques in processing gathered data or information, which will be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data. This book is referred as the knowledge discovery from data (KDD). It focuses on the feasibility, usefulness, effectiveness, and scalability of techniques of large data sets ..." |
 | | Data Mining(3rd Edition) Concepts and Techniques, Third Edition (The Morgan Kaufmann Series in Data Management Systems) by Jiawei Han, Micheline Kamber, Jian Pei Hardcover, 744 Pages, Published 2011 by Morgan Kaufmann ISBN-13: 978-0-12-381479-1, ISBN: 0-12-381479-0 "The increasing volume of data in modern business and science calls for more complex and sophisticated tools. Although advances in data mining technology have made extensive data collection much easier, it’s still always evolving and there is a constant need for new techniques and tools that can help us transform this data into useful information and knowledge. Since the previous edition’s publication, great advances have been made i ..." |
 | | Data Mining, the Morgan Kaufmann Ser. in Data Management Systems(2nd Edition) Data Mining : Concepts and Techniques by Jiawei Han, Micheline Kamber, Jian Pei Paperback, 800 Pages, Published 2006 by Morgan Kaufmann ISBN-13: 978-0-08-047558-5, ISBN: 0-08-047558-2 "Our ability to generate and collect data has been increasing rapidly. Not only are all of our business, scientific, and government transactions now computerized, but the widespread use of digital cameras, publication tools, and bar codes also generate data. On the collection side, scanned text and image platforms, satellite remote sensing systems, and the World Wide Web have flooded us with a tremendous amount of data. This explosive gr ..." |
 | | Data Mining(2nd Edition) Concepts and Techniques, Second Edition (The Morgan Kaufmann Series in Data Management Systems) by Jiawei Han, Micheline Kamber, Jian Pei Professor Hardcover, 800 Pages, Published 2005 by Morgan Kaufmann ISBN-13: 978-1-55860-901-3, ISBN: 1-55860-901-6 "Our ability to generate and collect data has been increasing rapidly. Not only are all of our business, scientific, and government transactions now computerized, but the widespread use of digital cameras, publication tools, and bar codes also generate data. On the collection side, scanned text and image platforms, satellite remote sensing systems, and the World Wide Web have flooded us with a tremendous amount of data. This explosive gr ..." |
 | | Data Mining, Second Edition Concepts and Techniques by Jiawei Han, Micheline Kamber, Jian Pei Published 2006 ISBN-13: 978-1-282-66586-6, ISBN: 1-282-66586-3 |
 | | The Morgan Kaufmann Series in Data Management Systems Ser. Data Mining, Southeast Asia Edition : Concepts and Techniques by Jiawei Han, Micheline Kamber, Jian Pei Published 2006 ISBN-13: 978-0-08-092053-5, ISBN: 0-08-092053-5 |
 | | Data Mining Restricted International Edition(2nd Edition) Concepts and Techniques, Second Edition (The Morgan Kaufmann Series in Data Management Systems) by Jiawei Han, Micheline Kamber, Jian Pei Professor, Morgan Kaufmann Paperback, 798 Pages, Published 2006 by Morgan Kaufmann International Edition ISBN-13: 978-0-12-373905-6, ISBN: 0-12-373905-5 "Our ability to generate and collect data has been increasing rapidly. Not only are all of our business, scientific, and government transactions now computerized, but the widespread use of digital cameras, publication tools, and bar codes also generate data. On the collection side, scanned text and image platforms, satellite remote sensing systems, and the World Wide Web have flooded us with a tremendous amount of data. This explosive gr ..." |
 | | Computing with Spatial Trajectories by Yu Zheng, Xiaofang Zhou, Jiawei Han Hardcover, 308 Pages, Published 2011 by Springer ISBN-13: 978-1-4614-1628-9, ISBN: 1-4614-1628-0 "Spatial trajectories have been bringing the unprecedented wealth to a variety of research communities. A spatial trajectory records the paths of a variety of moving objects, such as people who log their travel routes with GPS trajectories. The field of moving objects related research has become extremely active within the last few years, especially with all major database and data mining conferences and journals. Computing with Spatia ..." |
 | | Machine Learning and Knowledge Discovery for Engineering Systems Health Management by Ashok N. Srivastava, Jiawei Han 502 Pages, Published 2011 by Crc Press ISBN-13: 978-1-4398-4179-2, ISBN: 1-4398-4179-9 "The group performs research and development of advanced machine learning and data mining algorithms in support of NASA missions. He performs data mining research in a number of areas in aviation safety and application domains such as earth sciences to study global climate processes and astrophysics to help characterize the largescale structure of the universe. Jiawei Han is a professor of computer science at the University of Illin ..." |
 | | Mining Software Specifications Methodologies and Applications by David Lo, Siau-Cheng Khoo, Jiawei Han, Chao Liu Digital, 460 Pages, Published 2011 by Crc Press Inc ISBN-13: 978-1-4398-0627-2, ISBN: 1-4398-0627-6 "An emerging topic in software engineering and data mining, specification mining tackles software maintenance and reliability issues that cost economies billions of dollars each year. The first unified reference on the subject, Mining Software Specifications: Methodologies and Applications describes recent approaches for mining specifications of software systems. Experts in the field illustrate how to apply state-of-the-art data mining a ..." |
 | | Chapman and Hall/CRC Data Mining and Knowledge Discovery Next Generation of Data Mining by Hillol Kargupta, Jiawei Han, Philip S. Yu, Rajeev Motwani, Vipin Kumar 601 Pages, Published 2008 by Crc Press ISBN-13: 978-1-4200-8587-7, ISBN: 1-4200-8587-5 "Hillol Kargupta, Jiawei Han, Philip S. Yu, Rajeev Motwani, Vipin Kumar. Chapter 15 Searching for "Familiar Strangers" on Blogosphere Nitin Agarwal, Huan Liu, John Salerno, and Philip S. Yu Contents 15.1 Familiar Strangers on Blogosphere . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 295 15.2 Need for Aggregating Familiar Strangers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ..." |
 | | Geographic Data Mining and Knowledge Discovery by Harvey J. Miller, Jiawei Han Digital, 388 Pages, Published 2001 by Taylor & Francis Import ISBN-13: 978-0-203-46802-9, ISBN: 0-203-46802-3 "Idestam-Almquist, P. (1996) 'Efficient induction of recursive definitions by structural analysis of saturations', in De Raedt, L. (ed.) Advances in ... 2nd ed. Berlin: Springer- Verlag. Levi, G. and Sirovich, F. (1976) 'Generalized and-or graphs'. Artificial Intelligence , 7: 243–59. Malerba, D., Semeraro, G. and Esposito , F. (1997a) 'A multistrategy approach to learning multiple dependent concepts', in Nakhaeizadeh, G. and Taylor, ..." |
 | | Exploiting the Power of Group Differences Using Patterns to Solve Data Analysis Problems (Synthesis Lectures on Data Mining and Knowledge Discovery) by Guozhu Dong, Jiawei Han, Lise Getoor, Wei Wang, Johannes Gehrke, Robert Grossman Hardcover, 148 Pages, Published 2019 by Morgan & Claypool Publishers ISBN-13: 978-1-68173-504-7, ISBN: 1-68173-504-0 "This book presents pattern-based problem-solving methods for a variety of machine learning and data analysis problems. The methods are all based on techniques that exploit the power of group differences. They make use of group differences represented using emerging patterns (aka contrast patterns), which are patterns that match significantly different numbers of instances in different data groups. A large number of applications outside ..." |
 | | Detecting Fake News on Social Media (Synthesis Lectures on Data Mining and Knowledge Discovery) by Kai Shu, Huan Liu, Jiawei Han Hardcover, 130 Pages, Published 2019 by Morgan & Claypool Publishers ISBN-13: 978-1-68173-584-9, ISBN: 1-68173-584-9 "In the past decade, social media has become increasingly popular for news consumption due to its easy access, fast dissemination, and low cost. However, social media also enables the wide propagation of "fake news," i.e., news with intentionally false information. Fake news on social media can have significant negative societal effects. Therefore, fake news detection on social media has recently become an emerging research area that is ..." |
 | | Exploiting the Power of Group Differences Using Patterns to Solve Data Analysis Problems (Synthesis Lectures on Data Mining and Knowledge Discovery) by Guozhu Dong, Jiawei Han, Lise Getoor Paperback, 148 Pages, Published 2019 by Morgan & Claypool Publishers ISBN-13: 978-1-68173-502-3, ISBN: 1-68173-502-4 "This book presents pattern-based problem-solving methods for a variety of machine learning and data analysis problems. The methods are all based on techniques that exploit the power of group differences. They make use of group differences represented using emerging patterns (aka contrast patterns), which are patterns that match significantly different numbers of instances in different data groups. A large number of applications outside ..." |
 | | 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 ..." |
 | | Mining Structures of Factual Knowledge from Text An Effort-Light Approach (Synthesis Lectures on Data Mining and Knowledge Discovery) by Jiawei Han, Xiang Ren, Lise Getoor, Wei Wang Hardcover, 199 Pages, Published 2018 by Morgan & Claypool ISBN-13: 978-1-68173-394-4, ISBN: 1-68173-394-3 "The real-world data, though massive, is largely unstructured, in the form of natural-language text. It is challenging but highly desirable to mine structures from massive text data, without extensive human annotation and labeling. In this book, we investigate the principles and methodologies of mining structures of factual knowledge (e.g., entities and their relationships) from massive, unstructured text corpora. Departing from many exi ..." |
 | | Mining Structures of Factual Knowledge from Text An Effort-light Approach (Synthesis Lectures on Data Mining and Knowledge Discovery) by Jiawei Han, Xiang Ren, Lise Getoor, Wei Wang, Johannes Gehrke, Robert Grossman Paperback, 199 Pages, Published 2018 by Morgan & Claypool ISBN-13: 978-1-68173-392-0, ISBN: 1-68173-392-7 "The real-world data, though massive, is largely unstructured, in the form of natural-language text. It is challenging but highly desirable to mine structures from massive text data, without extensive human annotation and labeling. In this book, we investigate the principles and methodologies of mining structures of factual knowledge (e.g., entities and their relationships) from massive, unstructured text corpora. Departing from many exi ..." |
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