Bookcover of Association Rules Mining for AIS based Classification
Booktitle:

Association Rules Mining for AIS based Classification

LAP LAMBERT Academic Publishing (2013-07-20 )

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ISBN-13:

978-3-659-43187-6

ISBN-10:
3659431877
EAN:
9783659431876
Book language:
English
Blurb/Shorttext:
Artificial Intelligence has emerged as the most promising technique in the field of computational research and development. The challenges to the present computational needs are to develop such intelligent systems which can take advantage of the biological intelligence. There are a lot of techniques and algorithms available in order to accomplish these challenges. Some of the biologically inspired computational intelligence methods are neural network, genetic algorithm, fuzzy logic, swarm intelligence, cellular automata and artificial immune system etc. The application area of AIS covers computer security, fraud detection, pattern recognition, adaptive control, optimization and data mining. During the last few years AIS algorithms are being exercised in some data mining applications such as classification, clustering and association rule mining. This book is an introduction to the artificial immune system and its application in the field of data mining. It is a step towards the study of well-discussed AIS algorithms particularly the clonal selection mechanism in detail. The book uses traditional association rule mining algorithm in combination with clonal selection algorithm.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Aftab Yaseen, S. M. Zakariya, M. Q. Rafiq
Number of pages:
100
Published at:
2013-07-20
Stock:
Available
Category:
Informatics, IT
Price:
54.90 €
Keywords:
Data Mining, classification, Association Rule Mining, Artificial Immune System, Artificial Intelligence

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