Data classification : algorithms and applications / edited by Charu C. Aggarwal

By:

edited by Aggarwal, Charu C

Material type: Text

TextPublication details: Boca Raton CRC Press 2020Description: 671pISBN:

9780367659141

Subject(s):

DDC classification:

005.741 AGG-C

Average rating: 0.0 (0 votes)

Holdings
Item type	Current library	Collection	Shelving location	Call number	Copy number	Status	Date due	Barcode	Item holds
Books	BITS Pilani Hyderabad	003-007	General Stack (For lending)	005.741 AGG-C (Browse shelf(Opens below))	GBP 44.99	Available		47268

Total holds: 0

This book homes in on three primary aspects of data classification: the core methods for data classification, including probabilistic type, decision trees, rule-based methods, and SVM methods; different problem domains and scenarios such as multimedia data, text data, biological data, categorical data, network data, data streams and uncertain data: and different variations of the classification problem such as ensemble methods, visual methods, transfer learning, semi-supervised methods and active learning. These advanced methods can enhance the quality of the underlying classification results.

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