Results overhaul

2026-08-29 06:54:06 +03:00
parent 4bf2ec9b97
commit 475e992bff
5 changed files with 730 additions and 127 deletions
@@ -187,3 +187,101 @@
  year={1933},
  publisher={The Royal Society}
 }
+
+@inproceedings{wang2017chestxray14,
+  title={{ChestX-ray8}: Hospital-Scale Chest {X-Ray} Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases},
+  author={Wang, Xiaosong and Peng, Yifan and Lu, Le and Lu, Zhiyong and Bagheri, Mohammadhadi and Summers, Ronald M.},
+  booktitle={Proceedings of the {IEEE} Conference on Computer Vision and Pattern Recognition ({CVPR})},
+  pages={2097--2106},
+  year={2017},
+  doi={10.1109/CVPR.2017.369}
+}
+
+@article{oakdenrayner2020exploring,
+  title={Exploring Large-scale Public Medical Image Datasets},
+  author={Oakden-Rayner, Lauren},
+  journal={Academic Radiology},
+  volume={27},
+  number={1},
+  pages={106--112},
+  year={2020},
+  doi={10.1016/j.acra.2019.10.006},
+  publisher={Elsevier}
+}
+
+@article{alcalafdez2011keel,
+  title={{KEEL} Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework},
+  author={Alcal{\'a}-Fdez, J. and Fern{\'a}ndez, A. and Luengo, J. and Derrac, J. and Garc{\'i}a, S. and S{\'a}nchez, L. and Herrera, F.},
+  journal={Journal of Multiple-Valued Logic and Soft Computing},
+  volume={17},
+  number={2--3},
+  pages={255--287},
+  year={2011},
+  publisher={Old City Publishing}
+}
+
+@inproceedings{wei2022cifar10n,
+  title={Learning with Noisy Labels Revisited: A Study Using Real-World Human Annotations},
+  author={Wei, Jiaheng and Zhu, Zhaowei and Cheng, Hao and Liu, Tongliang and Niu, Gang and Liu, Yang},
+  booktitle={International Conference on Learning Representations ({ICLR})},
+  year={2022},
+  url={https://openreview.net/forum?id=TBWA6PLJZQm}
+}
+
+@article{moro2014bank,
+  title={A Data-Driven Approach to Predict the Success of Bank Telemarketing},
+  author={Moro, S{\'e}rgio and Cortez, Paulo and Rita, Paulo},
+  journal={Decision Support Systems},
+  volume={62},
+  pages={22--31},
+  year={2014},
+  doi={10.1016/j.dss.2014.03.001},
+  publisher={Elsevier}
+}
+
+@inproceedings{dalpozzolo2015calibrating,
+  title={Calibrating Probability with Undersampling for Unbalanced Classification},
+  author={Dal Pozzolo, Andrea and Caelen, Olivier and Johnson, Reid A. and Bontempi, Gianluca},
+  booktitle={2015 {IEEE} Symposium Series on Computational Intelligence ({SSCI})},
+  pages={159--166},
+  year={2015},
+  doi={10.1109/SSCI.2015.33},
+  organization={IEEE}
+}
+
+@misc{tittelfitz2023fpr,
+  title={{FPR} Estimation for Fraud Detection in the Presence of Class-Conditional Label Noise},
+  author={Tittelfitz, Justin},
+  year={2023},
+  eprint={2308.02695},
+  archivePrefix={arXiv},
+  primaryClass={stat.ML}
+}
+
+@misc{homecredit2018kaggle,
+  title={Home Credit Default Risk},
+  author={{Home Credit Group}},
+  year={2018},
+  howpublished={Kaggle Competition},
+  url={https://www.kaggle.com/c/home-credit-default-risk}
+}
+
+@inproceedings{cohen2022torchxrayvision,
+  title={{TorchXRayVision}: A Library of Chest {X-Ray} Datasets and Models},
+  author={Cohen, Joseph Paul and Viviano, Joseph D. and Bertin, Paul and Morrison, Paul and Torabian, Parsa and Guarrera, Matteo and Lungren, Matthew P. and Chaudhari, Akshay and Brooks, Rupert and Hashir, Mohammad and Bertrand, Hadrien},
+  booktitle={Proceedings of The 5th International Conference on Medical Imaging with Deep Learning ({MIDL})},
+  series={Proceedings of Machine Learning Research},
+  volume={172},
+  pages={231--249},
+  year={2022},
+  publisher={{PMLR}}
+}
+
+@inproceedings{lin2017focal,
+  title={Focal Loss for Dense Object Detection},
+  author={Lin, Tsung-Yi and Goyal, Priya and Girshick, Ross and He, Kaiming and Doll{\'a}r, Piotr},
+  booktitle={Proceedings of the {IEEE} International Conference on Computer Vision ({ICCV})},
+  pages={2999--3007},
+  year={2017},
+  doi={10.1109/ICCV.2017.324}
+}