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Computer Science - Database Management & Information Retrieval | Data Mining - Concepts, Methods and Applications in Management and Engineering Design

Data Mining

Concepts, Methods and Applications in Management and Engineering Design

Yin, Y., Kaku, I., Tang, J., Zhu, J.

2011, XIV, 312 p.

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  • Introduces data mining methods for the solution of design issues
  • Presents methods for preprocessing data prior to mining
  • Written by experts

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:
• market segmentation,
• product design,
• organization design,
• manufacturing design, and
• supply chain design.

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.

Content Level » Research

Keywords » Data Mining - Decision Sciences - Industrial Engineering - Management Science - Operations Management

Related subjects » Database Management & Information Retrieval - Mechanical Engineering - Operations Research & Decision Theory - Production & Process Engineering

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