PRACTICAL APPLICATIONS OF DATA MINING - Tapa blanda

Suh, Sang C

 
9780763785871: PRACTICAL APPLICATIONS OF DATA MINING
Tapa blanda
ISBN 10: 0763785873 ISBN 13: 9780763785871
Editorial: Jones and Bartlett Learning, 2022

Sinopsis

Practical Applications of Data Mining emphasizes both theory and applications of data mining algorithms. Various topics of data mining techniques are identified and described throughout, including clustering, association rules, rough set theory, probability theory, neural networks, classification, and fuzzy logic. Each of these techniques is explored with a theoretical introduction and its effectiveness is demonstrated with various chapter examples. This book will help any database and IT professional understand how to apply data mining techniques to real-world problems.

Following an introduction to data mining principles, Practical Applications of Data Mining introduces association rules to describe the generation of rules as the first step in data mining. It covers classification and clustering methods to show how data can be classified to retrieve information from data. Statistical functions and rough set theory are discussed to demonstrate how statistical and rough set formulas can be used for data analytics and knowledge discovery. Neural networks is an important branch in computational intelligence. It is introduced and explored in the text to investigate the role of neural network algorithms in data analytics.




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Acerca del autor

Professor, Texas A& M University, Commerce, Texas

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Jones and Bartlett Learning
Año de publicación
2022
Idioma
Inglés
ISBN 10 
0763785873
ISBN 13 
9780763785871
Encuadernación
Tapa blanda
Número de páginas
436
Contacto del fabricante
no disponible
Persona responsable
no disponible