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  | | Sequence Data Mining (Advances in Database Systems) by Guozhu Dong, Jian Pei Hardcover, 150 Pages, Published 2007 by Springer ISBN-13: 978-0-387-69936-3, ISBN: 0-387-69936-8 "Understanding sequence data, and the ability to utilize this hidden knowledge, will create a significant impact on many aspects of our society. Examples of sequence data include DNA, protein, customer purchase history, web surfing history, and more. This book provides thorough coverage of the existing results on sequence data mining as well as pattern types and associated pattern mining methods. It offers balanced coverage on data minin ..." |
 | | 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 ..." |
 | | Feature Engineering for Machine Learning and Data Analytics(1st Edition) (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) by Guozhu Dong, Huan Liu Hardcover, 418 Pages, Published 2018 by Crc Press ISBN-13: 978-1-138-74438-7, ISBN: 1-138-74438-7 "Feature engineering plays a vital role in big data analytics. Machine learning and data mining algorithms cannot work without data. Little can be achieved if there are few features to represent the underlying data objects, and the quality of results of those algorithms largely depends on the quality of the available features. Feature Engineering for Machine Learning and Data Analytics provides a comprehensive introduction to feature eng ..." |
 | | Contrast Data Mining Concepts, Algorithms, and Applications (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) by Guozhu Dong, James Bailey, Jinyan Li, Dr James Bailey Hardcover, 434 Pages, Published 2012 by Chapman And Hall/Crc ISBN-13: 978-1-4398-5432-7, ISBN: 1-4398-5432-7 "A Fruitful Field for Researching Data Mining Methodology and for Solving Real-Life ProblemsContrast Data Mining: Concepts, Algorithms, and Applications collects recent results from this specialized area of data mining that have previously been scattered in the literature, making them more accessible to researchers and developers in data mining and other fields. The book not only presents concepts and techniques for contrast data mining, ..." |
 | | Success Factor X Inspiration, Wisdom, and Advice from 50 of America's Best by Jill Liberman, Sean Kanan, Guozhu Dong, Jiawei Han, Lise Getoor, Wei Wang, Johannes Gehrke Hardcover, 176 Pages, Published 2019 by Plain Sight ISBN-13: 978-1-4621-3607-0, ISBN: 1-4621-3607-9 "What is that elusive quality, that X factor that makes some people wildly successful? By asking some of the most notable leaders in the world, actor, author, and producer Sean Kanan and entrepreneur, author, and motivational speaker Jill Liberman might just have found the answers. In this compilation, sit at the feet of Tony Robbins, Mark Cuban, Jason Alexander, Sara Blakely, Don King, and more to learn the truth about success." |