Data Mining: Introductory and Advanced Topics - Rilegato

Dunham, Margaret H.

Rilegato

ISBN 10: 0130888923 ISBN 13: 9780130888921

Casa editrice: Pearson College Div, 2002

Riassunto

Thorough in its coverage from basic to advanced topics, this book presents the key algorithms and techniques used in data mining. An emphasis is placed on the use of data mining concepts in real world applications with large database components. Includes unique chapters on Web mining, spatial mining, temporal mining, and prototypes and DM products. Separate case studies section highlights real world applications. An excellent reference book for computer database professionals and researchers.

Su questo libro

Recensione:

"It is the best book on data mining so far, and I would definitely adopt it for my course. The book is very comprehensive and covers all of the data mining topics and algorithms of which 1 am aware. The depth of coverage of each topic or method is exactly right and appropriate. Each algorithm is presented in pseudocode that is sufficient for any interested readers to convert into a working implementation in a computer language of their choice." ― Michael H. Huhns, University of South Carolina

"Discussion on distributed, parallel, and incremental algorithms is outstanding." ― Zoran Obradovic, Temple University

L'autore:

Margaret H. Dunham received the B.A. and the M.S. in mathematics from Miami University in Oxford, Ohio. She earned the Ph.D. degree in computer science from Southern Methodist University. Professor Dunham's research interests encompass main memory databases, data mining, temporal databases, and mobile computing. She is currently an Associate Editor for IEEE Transactions on Knowledge and Data Engineering. She has published numerous technical papers in such research areas as database concurrency control and recovery, database machines, main memory databases, and mobile computing.

Su questa edizione

• Editore: Pearson College Div
• Data di pubblicazione: 2002
• ISBN 10: 0130888923
• ISBN 13: 9780130888921
• Rilegatura: Copertina rigida
• Numero edizione: 1
• Numero di pagine: 350