Download App
>> | LShop | >> | Book | >> | Computing & Informat... | >> | Computer Science | >> | Practical Applicatio... |
ISBN
:
9780763785871
Publisher
:
Jones & Bartlett Learning
Subject
:
Computer Science
Binding
:
PAPERBACK
Pages
:
320
Year
:
2011
₹
5587.0
₹
4078.0
Buy Now
Shipping charges are applicable for books below Rs. 101.0
View DetailsEstimated Shipping Time : 5-7 Business Days
View DetailsDescription
Practical Applications of Data Mining emphasizes both theory and applications of data mining algorithms. Various topicsof 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.
Related Items
-
of
Data Mining : Introductory and Advanced Topics
Margaret H. Dunham
Starts At
546.0
659.0
17% OFF
Data Warehousing In The Real World : A Practical Guide For Building Decision Support Systems
Sam Anahory
Starts At
592.0
769.0
23% OFF
Data and Text Mining : A Business Applications Approach
Thomas W. Miller
Starts At
285.0
375.0
24% OFF
DATA MINING AND KNOWLEDGE DISCOVERY WITH EVOLUTIONARY ALGORITHMS
Freitas Alex A.
Starts At
651.0
795.0
18% OFF
Foundations of Predictive Analytics (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
James Wu
Starts At
13937.0
15316.0
9% OFF
Mining The Web: Discovering Knowledge From Hypertext Data
Chakrabarti
Starts At
323.0
385.0
16% OFF
Biological Data Mining in Protein Interaction Networks
Xiao-li Li
Starts At
14586.0
19193.0
24% OFF
Encyclopedia of Data Warehousing and Mining, Second Edition
Wei Wang
Starts At
77469.0
101934.0
24% OFF
Social Implications of Data Mining and Information Privacy: Interdisciplinary Frameworks and Solutions
Ephrem Eyob
Starts At
12641.0
16634.0
24% OFF
Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technologies
Leon Shyue-liang Wang
Starts At
11669.0
15354.0
24% OFF
Encyclopedia Of Data Warehousing And Mining, 2 Volumes Set
John Wang
Starts At
36312.0
42224.0
14% OFF
Knowledge Discovery and Data Mining: Challenges and Realities
Xingquan Zhu
Starts At
12104.0
14075.0
14% OFF