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% https://flamingtempura.github.io/bibtex-tidy/ | ||
@article{breiman_2001, | ||
title = {Random Forests}, | ||
author = {Breiman, Leo}, | ||
year = 2001, | ||
journal = {Machine Learning}, | ||
volume = 45, | ||
number = 1, | ||
pages = {5--32}, | ||
doi = {10.1023/A:1010933404324}, | ||
issn = {1573-0565} | ||
} | ||
@inproceedings{chen_2016, | ||
title = {Xgboost: A scalable tree boosting system}, | ||
author = {Chen, Tianqi and Guestrin, Carlos}, | ||
year = 2016, | ||
booktitle = {Proceedings of the 22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining}, | ||
pages = {785--794}, | ||
doi = {10.1145/2939672.2939785}, | ||
organization = {ACM} | ||
} | ||
@article{cortes_1995, | ||
title = {Support-vector networks}, | ||
author = {Cortes, Corinna and Vapnik, Vladimir}, | ||
year = 1995, | ||
month = sep, | ||
day = 1, | ||
journal = {Machine Learning}, | ||
volume = 20, | ||
number = 3, | ||
pages = {273--297}, | ||
doi = {10.1007/BF00994018} | ||
} | ||
@article{cover_1967, | ||
title = {Nearest neighbor pattern classification}, | ||
author = {Cover, Thomas and Hart, Peter}, | ||
year = 1967, | ||
journal = {IEEE transactions on information theory}, | ||
publisher = {IEEE}, | ||
volume = 13, | ||
number = 1, | ||
pages = {21--27}, | ||
doi = {10.1109/TIT.1967.1053964} | ||
} | ||
@article{friedman_2010, | ||
title = {Regularization Paths for Generalized Linear Models via Coordinate Descent}, | ||
author = {Jerome Friedman and Trevor Hastie and Robert Tibshirani}, | ||
year = 2010, | ||
journal = {Journal of Statistical Software}, | ||
volume = 33, | ||
number = 1, | ||
pages = {1--22}, | ||
doi = {10.18637/jss.v033.i01} | ||
} | ||
@techreport{hechenbichler_2004, | ||
title = {Weighted k-nearest-neighbor techniques and ordinal classification}, | ||
author = {Hechenbichler, Klaus and Schliep, Klaus}, | ||
year = 2004, | ||
number = {Discussion Paper 399, SFB 386}, | ||
doi = {10.5282/ubm/epub.1769}, | ||
institution = {Ludwig-Maximilians University Munich} | ||
} | ||
@article{roustant_2012, | ||
title = {{DiceKriging}, {DiceOptim}: Two {R} Packages for the Analysis of Computer Experiments by Kriging-Based Metamodeling and Optimization}, | ||
author = {Olivier Roustant and David Ginsbourger and Yves Deville}, | ||
year = 2012, | ||
journal = {Journal of Statistical Software}, | ||
volume = 51, | ||
number = 1, | ||
pages = {1--55}, | ||
doi = {10.18637/jss.v051.i01} | ||
} | ||
@article{samworth_2012, | ||
title = {Optimal weighted nearest neighbour classifiers}, | ||
author = {Samworth, Richard J}, | ||
year = 2012, | ||
journal = {The Annals of Statistics}, | ||
volume = 40, | ||
number = 5, | ||
pages = {2733--2763}, | ||
doi = {10.1214/12-AOS1049} | ||
} | ||
@book{venables_2002, | ||
title = {Modern Applied Statistics with S}, | ||
author = {W. N. Venables and B. D. Ripley}, | ||
year = 2002, | ||
publisher = {Springer}, | ||
address = {New York}, | ||
url = {http://www.stats.ox.ac.uk/pub/MASS4}, | ||
note = {ISBN 0-387-95457-0}, | ||
edition = {Fourth} | ||
} | ||
@article{wright_2017, | ||
title = {{ranger}: A Fast Implementation of Random Forests for High Dimensional Data in {C++} and {R}}, | ||
author = {Wright, Marvin N. and Ziegler, Andreas}, | ||
year = 2017, | ||
journal = {Journal of Statistical Software}, | ||
volume = 77, | ||
number = 1, | ||
pages = {1--17}, | ||
doi = {10.18637/jss.v077.i01} | ||
} |
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