|2020ok Directory of FREE Online Books and FREE eBooks|
Data Mining Opportunities And Challenges
by John Wang
If you are the author or the publisher, and would like to link to your site here, please contact us.
An overview of the multidisciplinary field of data mining, this book focuses specifically on new methodologies and case studies. Included are case studies written by 44 leading scientists and talented young scholars from seven different countries. Topics covered include data mining based on rough sets, the impact of missing data, and mining free text for structure. In addition, the four basic mining operations supported by numerous mining techniques are addressed: predictive model creation supported by supervised induction techniques; link analysis supported by association discovery and sequence discovery techniques; DB segmentation supported by clustering techniques; and deviation detection supported by statistical techniques.
About the Author
John Wang is a professor in the department of information and decision sciences at Montclair State University, has a Ph.D. in operations research from Temple University, and has worked as an assistant professor at Beijing University of Sciences and Technology. He has served as a referee for Operations Research and IEEE Transactions on Control Systems Technology. His current research interests include optimization, nonlinear programming, and manufacturing systems engineering. He lives in Upper Montclair, New Jersey.
Related Free eBooks