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references.bib
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@article{breiman,
author = "Breiman, Leo",
title = {{Random forests}},
journal = "Machine Learning",
year = "2001",
volume = "45",
number = "1",
pages = "5-32"
}
@inproceedings{svm,
address = {Pittsburgh, PA, USA},
author = {Boser, Bernhard E. and Guyon, Isabelle M. and Vapnik, Vladimir N.},
booktitle = {Proceedings of the 5th Annual Workshop on Computational Learning Theory (COLT'92)},
month = {July},
pages = {144--152},
publisher = {ACM Press},
title = {{A training algorithm for optimal margin classifiers}},
year = 1992
}
@inproceedings{jsm,
Author = "Quach, Anna and Symanzik, J. and Forsgren Velasquez, Nicole",
Year = 2013,
Title = "{S}oul of the community: a first attempt to assess attachment to a community",
Booktitle = "2013 JSM Proceedings",
Publisher = "American Statistical Association",
Address = "Alexandria, VA"
}
@BOOK{cart,
author = {L. Breiman and J. Friedman and R. Olshen and C. Stone},
title = {Classification and regression trees},
publisher = {Wadsworth and Brooks},
address = {Monterey, CA},
year = {1984}
}
@article{lda,
author = "Fisher, R. A.",
title = "{The use of multiple measurements in taxonomic problems}",
journal = "Annals of Eugenics",
year = 1936,
volume = 7,
number = 7,
pages = "179-188"
}
@article{arch,
Author = {Cutler, Adele and Breiman, Leo},
Journal = {Technometrics},
xxMonth = nov,
Number = {4},
Pages = {338--347},
Title = {{Archetypal analysis}},
xxUrl = {http://www.jstor.org/stable/1269949},
Volume = {36},
Year = {1994}
}
@book{inselberg,
author = "Alfred Inselberg",
title = "{Parallel coordinates: visual multidimensional geometry and its
applications}",
publisher = "Springer",
year = 2009,
address = "New York",
edition = "",
isbn = "978-0387215075"
}
@book{isl,
author = "Gareth James and Daniela Witten and Trevor Hastie and Robert Tibshirani",
title = "{An introduction to statistical learning}",
publisher = "Springer",
year = 2013,
address = "New York",
}
@article{editorial,
Author = {Heike Hofmann and Hadley Wickham and Dianne Cook},
Year = {2019},
journal = {Computational Statistics},
Title = {{The 2013 data expo of the American Statistical Association}},
volume = {XX},
number = {YY},
pages = {This Issue},
}
@Book{multiv,
title = {{Analyzing multivariate data}},
author = {J. Lattin and J. D. Carroll and P. E. Green},
publisher = {Brooks/Cole},
edition = {First},
address = {Pacific Grove, CA},
year = {2003}
}
@Manual{R,
title = {{R: a language and environment for statistical computing}},
author = {{R Core Team}},
organization = {R Foundation for Statistical Computing},
address = {Vienna, Austria},
year = {2013},
note = {{ISBN} 3-900051-07-0},
url = {http://www.R-project.org/},
}
@Manual{caret,
title = {{caret: classification and regression training}},
author = {Max Kuhn and Jed Wing and Steve Weston and Andre Williams and Chris Keefer and Allan Engelhardt},
year = {2012},
note = {{R} package version 5.15-023 (last accessed March 24, 2015)},
url = {http://CRAN.R-project.org/package=caret},
}
@Article{rf,
title = {{Classification and regression by randomForest}},
author = {Andy Liaw and Matthew Wiener},
journal = {R News},
year = {2002},
volume = {2},
number = {3},
pages = {18-22},
url = {http://CRAN.R-project.org/doc/Rnews/},
}
@article{eisen,
author = {Michael B. Eisen and Paul T. Spellman and Patrick O. Brown and David Botstein},
journal = {Proceedings of the National Academy of Science},
pages = {14863--14868},
title = {{Cluster analysis and display of genome-wide expression patterns}},
volume = {85},
year = {1998},
}
@misc{rfweb,
Author = {Leo Breiman and Adele Cutler},
Year = {2014},
Title = {{R}andom forests},
Note = {\url{http://www.stat.berkeley.edu/~breiman/RandomForests/cc_home.htm} (last accessed May 21, 2014)}
}
@misc{dataexpo,
Author = {Heike Hofmann},
Year = {2013},
Title = {{S}oul of the community},
Note = {\url{http://streaming.stat.iastate.edu/dataexpo/2013/} (last accessed November 12, 2013)}
}
@article{dataexpo10,
Author = {Murrell, P.},
Year = {2010},
Title = {{T}he 2006 {d}ata {e}xpo of the {A}merican {S}tatistical {A}ssociation},
Journal = {Computational Statistics},
Volume = {25},
Number = {4},
Pages = {551--554}
}
@article{dataexpo11,
Author = {Hadley Wickham},
Year = {2011},
Title = {{ASA} 2009 {d}ata {e}xpo},
Journal = {Journal of Computational and Graphical Statistics},
Volume = {20},
Number = {2},
Pages = {281--283},
}
@article{dataexpo14,
Author = {Dianne Cook},
Year = {2014},
Title = {{ASA} 2009 {d}ata {e}xpo},
Journal = {Computational Statistics},
Volume = {29},
Number = {1--2},
Pages = {117--119},
}
@misc{kf,
Author = {{Knight Foundation}},
Year = {2014},
Title = {},
Note = {\url{http://www.knightfoundation.org} (last accessed May 23, 2014)}
}
@misc{kfabout,
Author = {{Knight Foundation}},
Year = {2015},
Title = {},
Note = {\url{http://www.knightfoundation.org/about/} (last accessed March 3, 2015)}
}
@misc{soul,
Title = {{S}oul of the {c}ommunity},
Author ={{Knight Foundation}},
Year = {2013},
Note = {\url{http://www.soulofthecommunity.org/} (last accessed November 12, 2013)}
}
@misc{soularticle,
Author = {Erin Rowley},
Year = {November, 2011},
Title = {{I}s loving where you live the key to a successful community?},
Note = {\url{http://www.soulofthecommunity.org/content/loving-where-you-live-key-successful-community}}
}
@Book{ggplot2,
author = {Hadley Wickham},
title = {ggplot2: elegant graphics for data analysis},
publisher = {Springer New York},
year = {2009},
isbn = {978-0-387-98140-6},
url = {http://had.co.nz/ggplot2/book},
}
@Manual{ggmap,
title = {{ggmap: a package for spatial visualization with Google Maps and
OpenStreetMap}},
author = {David Kahle and Hadley Wickham},
year = {2013},
note = {{R} package version 2.3 (last accessed December 12, 2018)},
url = {http://CRAN.R-project.org/package=ggmap},
}
@Manual{maps,
title = {{maps: draw geographical maps}},
author = {Richard A. Becker and Allan R. Wilks and Ray Brownrigg and Thomas P. Minka},
year = {2013},
note = {{R} package version 2.3-2 (last accessed December 12, 2018)},
url = {http://CRAN.R-project.org/package=maps},
}
@Article{plyr,
title = {{The split-apply-combine strategy for data analysis}},
author = {Hadley Wickham},
journal = {Journal of Statistical Software},
year = {2011},
volume = {40},
number = {1},
pages = {1--29},
url = {http://www.jstatsoft.org/v40/i01/},
}
@Article{kernlab,
title = {kernlab -- an {S4} package for kernel methods in {R}},
author = {Alexandros Karatzoglou and Alex Smola and Kurt Hornik and Achim Zeileis},
journal = {Journal of Statistical Software},
year = {2004},
volume = {11},
number = {9},
pages = {1--20},
url = {http://www.jstatsoft.org/v11/i09/},
}
@Manual{color,
title = {{RColorBrewer: ColorBrewer palettes}},
author = {Erich Neuwirth},
year = {2011},
note = {{R} package version 1.0-5 (last accessed March 24, 2015)},
url = {http://CRAN.R-project.org/package=RColorBrewer},
}
@Manual{scales,
title = {{scales: scale functions for graphics}},
author = {Hadley Wickham},
year = {2012},
note = {{R} package version 0.2.3 (last accessed March 24, 2015)},
url = {http://CRAN.R-project.org/package=scales},
}
@Manual{ggally,
title = {{GGally: extension to ggplot2}},
author = {Barret Schloerke and Jason Crowley and Di Cook and Heike Hofmann and Hadley Wickham},
year = {2012},
note = {{R} package version 0.4.2 (last accessed March 24, 2015)},
url = {http://CRAN.R-project.org/package=GGally},
}
@misc{detroit,
Author = "Corey Williams",
Year = {November, 2013},
Title = "{D}etroit {M}ayor {D}ave {B}ing says bankruptcy was `inevitable' after city hit rock-bottom",
Note = {\url{http://www.huffingtonpost.com/2013/11/08/dave-bing-detroit-bankruptcy-inevitable-mayor-_n_4239772.html?utm_hp_ref=detroit-bankruptcy}}
}
@Article{classifiers,
author = {Manuel Fern\'{a}ndez-Delgado and Eva Cernadas and Sen\'{e}n Barro and Dinani Amorim},
title = {{Do we need hundreds of classifiers to solve real world classification problems?}},
journal = {Journal of Machine Learning Research},
year = {2014},
volume = {15},
pages = {3133-3181},
}
@article{wegman,
title={{H}yperdimensional data analysis using parallel coordinates},
author={Edward J. Wegman},
journal={Journal of the American Statistical Association},
volume={85},
number={411},
pages={664--675},
year={1990},
publisher={Taylor \& Francis}
}