Data Mining Patterns: New Methods and Applications

Poncelet, Pascal; Teisseire, Maguelonne; Masseglia, Florent

ISBN 10: 1599041626 / ISBN 13: 9781599041629

Editore: Information Science Reference, 2007

In. Codice articolo ria9781599041629_new

Riassunto:

Since the introduction of the Apriori algorithm a decade ago, the problem of mining patterns is becoming a very active research area, and efficient techniques have been widely applied to the problems either in industry or science. Currently, the data mining community is focusing on new problems such as: mining new kinds of patterns, mining patterns under constraints, considering new kinds of complex data, and real-world applications of these concepts. Data Mining Patterns: New Methods and Applications provides an overall view of the recent solutions for mining, and also explores new kinds of patterns. This book offers theoretical frameworks and presents challenges and their possible solutions concerning pattern extractions, emphasizing both research techniques and real-world applications. Data Mining Patterns: New Methods and Applications portrays research applications in data models, techniques and methodologies for mining patterns, multi-relational and multidimensional pattern mining, fuzzy data mining, data streaming, incremental mining, and many other topics.

Product Description: Book by pascal Poncelet

Dati bibliografici

Titolo: Data Mining Patterns: New Methods and ...
Casa editrice: Information Science Reference
Data di pubblicazione: 2007
Legatura: Rilegato
Condizione: New