datamining.bib

%% This BibTeX bibliography file was created using BibDesk.
%% http://bibdesk.sourceforge.net/


%% Created for Solon at 2016-03-24 14:34:45 +0100 


%% Saved with string encoding Unicode (UTF-8) 



@inproceedings{huang1997clustering,
	Author = {Huang, Zhexue},
	Booktitle = {Proceedings of the 1st Pacific-Asia Conference on Knowledge Discovery and Data Mining,(PAKDD)},
	Date-Added = {2016-03-24 13:34:39 +0000},
	Date-Modified = {2016-03-24 13:34:45 +0000},
	Organization = {Singapore},
	Pages = {21-34},
	Title = {Clustering large data sets with mixed numeric and categorical values},
	Year = {1997}}

@inproceedings{huang1997fast,
	Author = {Huang, Zhexue},
	Booktitle = {DMKD},
	Date-Added = {2016-03-24 13:29:48 +0000},
	Date-Modified = {2016-03-24 13:29:48 +0000},
	Pages = {0},
	Title = {A Fast Clustering Algorithm to Cluster Very Large Categorical Data Sets in Data Mining.},
	Year = {1997}}

@article{ralambondrainy1995,
	Author = {Ralambondrainy, Henri},
	Date-Added = {2016-03-24 13:27:03 +0000},
	Date-Modified = {2016-03-24 13:27:11 +0000},
	Journal = {Pattern Recognition Letters},
	Number = {11},
	Pages = {1147-1157},
	Publisher = {Elsevier},
	Title = {A conceptual version of the K-means algorithm},
	Volume = {16},
	Year = {1995}}

@article{calinski1974,
	Author = {Cali{\'n}ski, Tadeusz and Harabasz, Jerzy},
	Date-Added = {2016-03-24 12:45:44 +0000},
	Date-Modified = {2016-03-24 12:45:53 +0000},
	Journal = {Communications in Statistics-theory and Methods},
	Number = {1},
	Pages = {1-27},
	Publisher = {Taylor \& Francis},
	Title = {A dendrite method for cluster analysis},
	Volume = {3},
	Year = {1974}}

@article{tibshirani2001,
	Author = {Tibshirani, Robert and Walther, Guenther and Hastie, Trevor},
	Date-Added = {2016-03-24 12:29:33 +0000},
	Date-Modified = {2016-03-24 12:29:41 +0000},
	Journal = {Journal of the Royal Statistical Society: Series B (Statistical Methodology)},
	Number = {2},
	Pages = {411-423},
	Publisher = {Wiley Online Library},
	Title = {Estimating the number of clusters in a data set via the gap statistic},
	Volume = {63},
	Year = {2001}}

@book{zhao2012,
	Author = {Zhao, Yanchang},
	Date-Added = {2016-03-23 14:04:12 +0000},
	Date-Modified = {2016-03-23 14:04:18 +0000},
	Publisher = {Academic Press},
	Title = {R and data mining: Examples and case studies},
	Year = {2012}}

@inproceedings{agrawal1994,
	Author = {Agrawal, Rakesh and Srikant, Ramakrishnan and others},
	Booktitle = {Proc. 20th int. conf. very large data bases, VLDB},
	Date-Added = {2016-03-23 13:20:22 +0000},
	Date-Modified = {2016-03-23 13:20:32 +0000},
	Pages = {487-499},
	Title = {Fast algorithms for mining association rules},
	Volume = {1215},
	Year = {1994}}

@article{breiman2001random,
	Author = {Breiman, Leo},
	Date-Added = {2016-03-21 10:00:29 +0000},
	Date-Modified = {2016-03-21 10:00:35 +0000},
	Journal = {Machine learning},
	Number = {1},
	Pages = {5-32},
	Publisher = {Springer},
	Title = {Random forests},
	Volume = {45},
	Year = {2001}}

@techreport{breiman1996out,
	Author = {Breiman, Leo},
	Date-Added = {2016-03-21 09:39:47 +0000},
	Date-Modified = {2016-03-21 09:39:47 +0000},
	Institution = {Citeseer},
	Title = {Out-of-bag estimation},
	Year = {1996}}

@article{breiman1996bagging,
	Author = {Breiman, Leo},
	Date-Added = {2016-03-21 09:38:39 +0000},
	Date-Modified = {2016-03-21 09:38:47 +0000},
	Journal = {Machine learning},
	Number = {2},
	Pages = {123-140},
	Publisher = {Springer},
	Title = {Bagging predictors},
	Volume = {24},
	Year = {1996}}

@book{kuhn2013,
	Author = {Kuhn, Max and Johnson, Kjell},
	Date-Added = {2016-03-20 10:44:54 +0000},
	Date-Modified = {2016-03-20 10:45:01 +0000},
	Publisher = {Springer},
	Title = {Applied predictive modeling},
	Year = {2013}}

@misc{brieman1984,
	Author = {Brieman, L and Friedman, JH and Olshen, R and Stone, C},
	Date-Added = {2016-03-19 20:04:06 +0000},
	Date-Modified = {2016-03-19 20:04:13 +0000},
	Publisher = {Inc},
	Title = {Classification and regression trees (Belmont, CA: Wadsworth)},
	Year = {1984}}

@article{friedman2001,
	Author = {Friedman, Jerome H},
	Date-Added = {2016-03-19 19:28:47 +0000},
	Date-Modified = {2016-03-19 19:28:54 +0000},
	Journal = {Annals of statistics},
	Pages = {1189-1232},
	Publisher = {JSTOR},
	Title = {Greedy function approximation: a gradient boosting machine},
	Year = {2001}}

@article{clopper1934,
	Author = {Clopper, Charles J and Pearson, Egon S},
	Date-Added = {2016-03-19 19:20:07 +0000},
	Date-Modified = {2016-03-19 19:20:17 +0000},
	Journal = {Biometrika},
	Number = {4},
	Pages = {404-413},
	Publisher = {JSTOR},
	Title = {The use of confidence or fiducial limits illustrated in the case of the binomial},
	Volume = {26},
	Year = {1934}}

@article{kuhn2008,
	Author = {Kuhn, Max},
	Date-Added = {2016-03-19 18:10:39 +0000},
	Date-Modified = {2016-03-19 18:10:46 +0000},
	Journal = {Journal of Statistical Software},
	Number = {5},
	Title = {Caret package},
	Volume = {28},
	Year = {2008}}

@article{froelich2013,
	Author = {Froelich, Amy G and Stephenson, W Robert},
	Date-Added = {2016-03-19 17:46:15 +0000},
	Date-Modified = {2016-03-19 17:46:30 +0000},
	Journal = {Journal of Statistics Education},
	Number = {2},
	Title = {Does Eye Color Depend on Gender? It Might Depend on Who or How You Ask.},
	Volume = {21},
	Year = {2013}}