Introduction to Multistage Document Clustering: Rough Set Approach - Couverture souple

Patil, Leena; Atique, Mohd; Borkar, Gautam

 
9783659780394: Introduction to Multistage Document Clustering: Rough Set Approach
Couverture souple
ISBN 10 : 3659780391 ISBN 13 : 9783659780394
Editeur : LAP LAMBERT Academic Publishing, 2019

Synopsis

About this Book: This book covers basic concepts of document pre-processing which are necessary for multistage document clustering. The practical knowledge of these concepts is required for the implementation of document clustering. This book describes the various document clustering methods and examines the similarity measure for document clustering. It also examines the few major factors for designing multistage document clustering using Rough set theory. It introduces the various document preprocessing & feature selection techniques relevant the proposed research work and also discusses the various stages required for clustering and its applicability to feature reduction. Therefore the elaboration of basic document preprocessing concept using rough set is provided in this book. It is written for the under graduate, post graduate students of Computer Science and Engineering and Information Technology. Document Preprocessing for any input text document. Feature Extraction techniques used for multistage document clustering. Dimensionality Reduction as Rough set approach is applied for document clustering. Rough Set ensemble is used for multistage document clustering

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2019
Langue
anglais
ISBN 10 
3659780391
ISBN 13 
9783659780394
Reliure
Broché
Nombre de pages
136
Coordonnées du fabricant
non disponible
Personne responsable
non disponible