Efficient Clustering Algorithms for Concept-drift Categorical Data

Lieferzeit: Lieferbar innerhalb 14 Tagen

54,90 

ISBN: 6139981514
ISBN 13: 9786139981519
Autor: Konduru, Reddy Madhavi
Verlag: LAP LAMBERT Academic Publishing
Umfang: 128 S.
Erscheinungsdatum: 13.01.2019
Auflage: 1/2019
Format: 0.8 x 22 x 15
Gewicht: 209 g
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 6239692 Kategorie:

Beschreibung

Data Mining has become one of the most active and exciting research areas in the applications of business management, marketing analysis, engineering design, science exploration, database, visualization, articial intelligence, machine learning, pattern recognition and statistics. This book introduces new concepts to find concept-drift for categorical data using Rough set theory in an efficient manner and also deals with uncertainty information. A method for data labeling using similarity and dissimilarity measures to detect concept-drift and reducing time complexity.

Autorenporträt

Dr. K. Reddy Madhavi, completed M.Tech from JNTU Hyderabad and Ph.D from JNTU, Anantapur and currently working as Associate Professor of CSE, Sree Vidyanikethan Engineering College, Tirupati. She published/presented various papers in International journals/conferences like ACM, Springer, filed/published patents and published book chapters/books.

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