Data Mining: Theories, Algorithms, and Examples (repost)
Nong Ye, "Data Mining: Theories, Algorithms, and Examples"
English | ISBN: 1439808384 | 2014 | 349 pages | PDF | 7 MB
English | ISBN: 1439808384 | 2014 | 349 pages | PDF | 7 MB
New technologies have enabled us to collect massive amounts of data in many fields. However, our pace of discovering useful information and knowledge from these data falls far behind our pace of collecting the data. Data Mining: Theories, Algorithms, and Examples introduces and explains a comprehensive set of data mining algorithms from various data mining fields. The book reviews theoretical rationales and procedural details of data mining algorithms, including those commonly found in the literature and those presenting considerable difficulty, using small data examples to explain and walk through the algorithms.