Knowledge Discovery from Data Streams - 9781439826119
Un libro in lingua di Joao Gama edito da Taylor & Francis, 2010
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Gama (artificial intelligence, U. of Porto, Portugal) explores methods of extracting knowledge from data sets that are too large and too dynamic to be squeezed into a conventional database. He introduces the concept and features of data streams then discusses detecting change, maintaining histograms from data streams, evaluating streaming algorithms, clustering from data streams, frequent pattern mining, decision trees, detecting novelty, ensembles of classifiers, time series data streams, and ubiquitous data mining. His final chapter forecasts the next generation of knowledge discovery. Annotation ©2010 Book News, Inc., Portland, OR (booknews.com)
Informazioni bibliografiche
- Titolo del Libro in lingua: Knowledge Discovery from Data Streams
- Lingua: English
- Autore: Joao Gama
- Editore: Taylor & Francis
- Collana: Taylor & Francis (Hardcover)
- Data di Pubblicazione: 25 Maggio '10
- Genere: COMPUTERS
- Argomenti : Computer algorithms Machine learning Data mining
- Pagine: 237
- ISBN-10: 1439826110
- EAN-13: 9781439826119