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A New Trend of Knowledge Discovery Toward Intelligent Data Analysis


Marketed By :  LAP LAMBERT Academic Publishing   Sold By :  Kamal Books International  
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  • Product Description

The objectives of this book are studying, analyzing and suggesting a solution for the main problems (challenges) in the knowledge discovery in database field, the problems are included missing values, data scarcity, looking for data mining algorithms as a black box, reduction the three main dimensions and design mathematical model of KDD systems (i.e., Design Meta Knowledge System). This book concludes the strong relationship between KDD and IDA where each one completes the other. In general, we can summarize the main benefits points of suggest system "NTKDD" as followings: 1. Suggest the DRFLLS as a tool to handle One of the still problems in estimation missing value method is how to select the optimal number of nearest neighbors of the missing values. 2. Handel one of the main problems of machine learning and data mining called"Data scarcity problem By building new Technique GPDCM. 3. Treating the problem of Reduction the Three Main Dimensions by using the structure marriage between the benefit of PCA and new suggest a technique called FP-KC. 4. Can converting the black box data mining algorithm to white box though Design Mathematical models of knowledge resulting from

Product Specifications
SKU :COC67628
Author. Samaher Hussein Ali
Number of Pages304
Publishing Year2013-05-31T00:00:00.000
Edition1 st
Book TypeReal analysis, real variables
Country of ManufactureIndia
Product BrandLAP LAMBERT Academic Publishing
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-07-08 00:00:00