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author | Jan Aalmoes <jan.aalmoes@inria.fr> | 2024-09-23 20:54:42 +0200 |
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committer | Jan Aalmoes <jan.aalmoes@inria.fr> | 2024-09-23 20:54:42 +0200 |
commit | 5362d389988afb2750d27e7e6c5d401571dfba6e (patch) | |
tree | 381d52745fb20e54cdb16cd140e5ffea7d0ac76d /biblio.bib | |
parent | caa9990c96141450f62a8076f560761f517dc884 (diff) |
Fini du background, ne manque plus que la relecture
Diffstat (limited to 'biblio.bib')
-rw-r--r-- | biblio.bib | 86 |
1 files changed, 86 insertions, 0 deletions
@@ -1,4 +1,90 @@ ######################"" +@article{breiman2001random, + title={Random forests}, + author={Breiman, Leo}, + journal={Machine learning}, + volume={45}, + pages={5--32}, + year={2001}, + publisher={Springer} +} + +@article{shwartz2022tabular, + title={Tabular data: Deep learning is not all you need}, + author={Shwartz-Ziv, Ravid and Armon, Amitai}, + journal={Information Fusion}, + volume={81}, + pages={84--90}, + year={2022}, + publisher={Elsevier} +} +@article{grinsztajn2022tree, + title={Why do tree-based models still outperform deep learning on typical tabular data?}, + author={Grinsztajn, L{\'e}o and Oyallon, Edouard and Varoquaux, Ga{\"e}l}, + journal={Advances in neural information processing systems}, + volume={35}, + pages={507--520}, + year={2022} +} + +@ARTICLE{1688199, + + author={Polikar, R.}, + + journal={IEEE Circuits and Systems Magazine}, + + title={Ensemble based systems in decision making}, + + year={2006}, + + volume={6}, + + number={3}, + + pages={21-45}, + + doi={10.1109/MCAS.2006.1688199}} + +@INPROCEEDINGS{1626170, + + author={Huang, Y.S. and Suen, C.Y.}, + + booktitle={Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}, + + title={The behavior-knowledge space method for combination of multiple classifiers}, + + year={1993}, + + volume={}, + + number={}, + + pages={347-352}, + + doi={10.1109/CVPR.1993.1626170}} + + + +@article{hawkins2004problem, + title={The problem of overfitting}, + author={Hawkins, Douglas M}, + journal={Journal of chemical information and computer sciences}, + volume={44}, + number={1}, + pages={1--12}, + year={2004}, + publisher={ACS Publications} +} +@inproceedings{ying2019overview, + title={An overview of overfitting and its solutions}, + author={Ying, Xue}, + booktitle={Journal of physics: Conference series}, + volume={1168}, + pages={022022}, + year={2019}, + organization={IOP Publishing} +} + @misc{stateth, titre={Statistiques ethniques}, howpublished={\url{https://www.insee.fr/fr/information/2108548}}, |