Bookcover of Data Mining Applications
Booktitle:

Data Mining Applications

and Its Numerical Investigation & Performance Evaluation

LAP LAMBERT Academic Publishing (2013-05-09 )

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ISBN-13:

978-3-659-33752-9

ISBN-10:
3659337528
EAN:
9783659337529
Book language:
English
Blurb/Shorttext:
In this work entitled “A study of some important Applications of Data Mining Techniques – Numerical Investigation and Performance Evaluation” four types of Data Mining Applications are attempted. The first Data Mining Application is to the phenomenon of salt –finger convection in superposed layers. The physical problem is the onset of finger convection in a porous layer underlying a fluid layer in a gravity modulated environment. The Second Data Mining Application is the implementation of three sequential mining algorithms .More emphasis is laid on PLWAP algorithm which is a version of the WAP tree algorithm that assigns unique binary position code to each tree node and performs the header node linkages in the pre-ordered fashion (root, left, right). The application of Genetic Algorithms to unconstrained non linear optimization problems is the Third Data Mining Application. It is observed from the present investigation that the methodology is unique in several respects and very informative. In addition to the above a novel GA (based on clustering) is also discussed.The Fourth Data Mining Application is with regard to Genetic programming and neural networks in medical data mining
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Hanumanthappa M.
Number of pages:
192
Published on:
2013-05-09
Stock:
Available
Category:
Informatics
Price:
64.90 €
Keywords:
Data Mining (DM), Sequential Mining(SM), Neural Networks(NN), Genetic Algorithms(GA)

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