000			02076cam a2200457 i 4500
999			_c29817 _d29817
003			CUTN
005			20190820142149.0
008			170802s2017 nju o 001 0 eng
020			_a9781118879337 (epub)
020			_a9781118956632 (pdf)
020			_z9781118879368 (cloth)
020			_z9781119519669
041			_aEnglish
042			_apcc
082	0	0	_a005.54 _223 _bSHM
100	1		_aShmueli, Galit,
245	1	0	_aData mining for business analytics : _bconcepts, techniques, and applications with XLMiner/ _cby Galit Shmueli, Peter C. Bruce and Nitin R. Patel.
260			_aHoboken, New Jersey : _bJohn Wiley & Sons, _c2016.
300			_a1 online resource.
500			_aIncludes index.
505	0		_aOverview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating predictive performance -- Multiple linear regression -- k-Nearest Neighbors (kNN) -- The Naive Bayes classifier -- Classification and regression trees -- Logistic regression -- Neural nets -- Discriminant analysis -- Combining methods : ensembles and uplift modeling -- Association rules and collaborative filtering -- Cluster analysis -- Handling time series -- Regression-based forecasting -- Smoothing methods -- Social network analytics -- Text mining -- Cases.
650		0	_aBusiness
650		0	_aData mining.
650		0	_aR (Computer program language)
650		0	_aBusiness mathematics
700	1		_aBruce, Peter C.,
700	1		_aYahav, Inbal,
700	1		_aPatel, Nitin R.
700	1		_aLichtendahl, Kenneth C.,
942			_2ddc _cBOOKS
100	1		_d1971- _eauthor.
650		0	_xData processing.
650		0	_xComputer programs.
700	1		_d1953- _eauthor.
700	1		_eauthor.
700	1		_q(Nitin Ratilal), _eauthor.
700	1		_d1969- _eauthor.
776	0	8	_iPrint version: _aShmueli, Galit, 1971- author. _tData mining for business analytics _dHoboken, New Jersey : John Wiley & Sons, 2017 _z9781118879368 _w(DLC) 2017024503
906			_a7 _bcbc _corigcop _d1 _eecip _f20 _gy-gencatlg