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    • Brief Description
      • [PDF] Data Mining: Concepts, Methods and Applications in Management and Engineering Design Free Download by Ikou Kaku , Jiafu Tang , JianMing Zhu , Yong Yin | Publisher : Springer | Category : Computers & Internet | Tags : Data Mining, Analysis, System Design, Programming, Network, Performance | ISBN-10 : 1849963371 | ISBN-13 : 9781849963374
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      • Data Mining: Concepts, Methods and Applications in Management and Engineering Design by Ikou Kaku , Jiafu Tang , JianMing Zhu , Yong Yin, Publisher : Springer
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    • Complete Book Description
      • Data Mining introduces in clear and simple ways how to use existing data mining methods to obtain effective solutions for a variety of management and engineering design problems. Data Mining is organised into two parts: the first provides a focused introduction to data mining and the second goes into greater depth on subjects such as customer analysis.

        It covers almost all managerial activities of a company, including:

        • supply chain design
        • product development
        • manufacturing system design
        • product quality control and preservation of privacy

        Incorporating recent developments of data mining that have made it possible to deal with management and engineering design problems with greater efficiency and efficacy, Data Mining presents a number of state-of-the-art topics. It will be an informative source of information for researchers, but will also be a useful reference work for industrial and managerial practitioners.

        Table of Contents

        Chapter 1 Decision Analysis and Cluster Analysis
        Chapter 2 Association Rules Mining in Inventory Database
        Chapter 3 Fuzzy Modeling and Optimization: Theory and Methods
        Chapter 4 Genetic Algorithm-based Fuzzy Nonlinear Programming
        Chapter 5 Neural Network and Self-organizing Maps
        Chapter 6 Privacy-preserving Data Mining
        Chapter 7 Supply Chain Design Using Decision Analysis
        Chapter 8 Product Architecture and Product Development Processfor Global Performance
        Chapter 9 Application of Cluster Analysis to Cellular Manufacturing
        Chapter 10 Manufacturing Cells Design by Cluster Analysis
        Chapter 11 Fuzzy Approach to Quality Function Deployment-based Product Planning
        Chapter 12 Decision Making with Consideration of Associationin Supply Chains
        Chapter 13 Applying Self-organizing Maps to Master Data Makingin Automatic Exterior Inspection
        Chapter 14 Application for Privacy-preserving Data Mining

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    • Book Details
      • Book Name : Data Mining: Concepts, Methods and Applications in Management and Engineering Design

        Edition : 1

        Author : Ikou Kaku , Jiafu Tang , JianMing Zhu , Yong Yin

        Publisher : Springer

        Category : Computers & Internet

        ISBN-10 : 1849963371

        ISBN-13 : 9781849963374

        ASIN : 1849963371

        Pages : 326

        Language : English

        Publish Date : January 6, 2011
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