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authorJan Aalmoes <jan.aalmoes@inria.fr>2024-09-23 20:54:42 +0200
committerJan Aalmoes <jan.aalmoes@inria.fr>2024-09-23 20:54:42 +0200
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parentcaa9990c96141450f62a8076f560761f517dc884 (diff)
Fini du background, ne manque plus que la relecture
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######################""
+@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}},