Introduction to Multistage Document Clustering: Rough Set Approach - Softcover

Patil, Leena; Atique, Mohd; Borkar, Gautam

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

Inhaltsangabe

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

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Über die Autorin bzw. den Autor

Dr. Leena H. Patil is Associate Professor in Computer Science & Engineering, Priyadarshini Institute of Engineering & Technology, Nagpur since 2005. Her research interest includes Compiler, Cyber Security and Data Mining. Dr. Mohammad Atique is Professor at SGBAU Amravati. Dr. Gautam Borkar is Associate Professor in D.Y Patils RAIT, Mumbai.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2019
Sprache
Englisch
ISBN 10 
3659780391
ISBN 13 
9783659780394
Einband
Taschenbuch
Anzahl der Seiten
136
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Edicoes Nosso Conhecimento
customerservice@vdm-vsg.de

SIA
Riga
1039
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