000			03678nam a22005655i 4500
001			978-1-84996-338-1
003			DE-He213
005			20140220083736.0
007			cr nn 008mamaa
008			110316s2011 xxk| s |||| 0|eng d
020			_a9781849963381 _9978-1-84996-338-1
024	7		_a10.1007/978-1-84996-338-1 _2doi
050		4	_aQA76.9.D343
072		7	_aUNF _2bicssc
072		7	_aUYQE _2bicssc
072		7	_aCOM021030 _2bisacsh
082	0	4	_a006.312 _223
100	1		_aYin, Yong. _eauthor.
245	1	0	_aData Mining _h[electronic resource] : _bConcepts, Methods and Applications in Management and Engineering Design / _cby Yong Yin, Ikou Kaku, Jiafu Tang, JianMing Zhu.
250			_a1.
264		1	_aLondon : _bSpringer London : _bImprint: Springer, _c2011.
300			_aXIV, 312p. 68 illus. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aDecision Engineering, _x1619-5736
505	0		_a1. Decision Analysis and Cluster Analysis -- 2. Association Rules Mining in Inventory Data Base -- 3. Fuzzy Modeling and Optimization: Theory and Methods -- 4. Genetic Algorithm Based Fuzzy Nonlinear Programming -- 5. Neural Network and Self Organizing Maps -- 6. Privacy Preserving Data Mining -- 7. Supply Chain Design by Using Decision Analysis -- 8. Product Architecture and Product Development Process for Global Performance -- 9. Application of Cluster Analysis to Cellular Manufacturing -- 10. Manufacturing Cells Design by Cluster Analysis -- 11. Fuzzy Approach to Quality Function Deployment-based Product Planning -- 12. Decision Making with Consideration of Association in Supply Chains -- 13. Applying Self Organizing Maps to Master Data Making in Automatic Exterior Inspection -- 14. Application for Privacy Preserving Data Mining.
520			_aData 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.
650		0	_aComputer science.
650		0	_aData mining.
650		0	_aEngineering design.
650		0	_aEngineering economy.
650		0	_aOperations research.
650	1	4	_aComputer Science.
650	2	4	_aData Mining and Knowledge Discovery.
650	2	4	_aEngineering Economics, Organization, Logistics, Marketing.
650	2	4	_aOperation Research/Decision Theory.
650	2	4	_aEngineering Design.
700	1		_aKaku, Ikou. _eauthor.
700	1		_aTang, Jiafu. _eauthor.
700	1		_aZhu, JianMing. _eauthor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9781849963374
830		0	_aDecision Engineering, _x1619-5736
856	4	0	_uhttp://dx.doi.org/10.1007/978-1-84996-338-1
912			_aZDB-2-ENG
999			_c106463 _d106463