{"title":"Trading-Off Interpretability and Accuracy in Medical Applications: A Study Toward Optimal Explainability of Hoeffding Trees","author":[{"id":"67200","first_name":"Arnab","last_name":"Sharma","full_name":"Sharma, Arnab"},{"orcid":"0000-0003-3135-2933","full_name":"Leite, Daniel","last_name":"Leite","id":"103844","first_name":"Daniel"},{"last_name":"Demir","full_name":"Demir, Caglar","first_name":"Caglar"},{"full_name":"Ngomo, Axel-Cyrille Ngonga","last_name":"Ngomo","first_name":"Axel-Cyrille Ngonga"}],"language":[{"iso":"eng"}],"_id":"58054","doi":"10.1109/fuzz-ieee60900.2024.10611982","year":"2024","type":"conference","publication":"2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","date_created":"2025-01-06T12:21:09Z","publisher":"IEEE","date_updated":"2025-01-07T20:00:14Z","citation":{"ieee":"A. Sharma, D. Leite, C. Demir, and A.-C. N. Ngomo, “Trading-Off Interpretability and Accuracy in Medical Applications: A Study Toward Optimal Explainability of Hoeffding Trees,” 2024, doi: <a href=\"https://doi.org/10.1109/fuzz-ieee60900.2024.10611982\">10.1109/fuzz-ieee60900.2024.10611982</a>.","bibtex":"@inproceedings{Sharma_Leite_Demir_Ngomo_2024, title={Trading-Off Interpretability and Accuracy in Medical Applications: A Study Toward Optimal Explainability of Hoeffding Trees}, DOI={<a href=\"https://doi.org/10.1109/fuzz-ieee60900.2024.10611982\">10.1109/fuzz-ieee60900.2024.10611982</a>}, booktitle={2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)}, publisher={IEEE}, author={Sharma, Arnab and Leite, Daniel and Demir, Caglar and Ngomo, Axel-Cyrille Ngonga}, year={2024} }","ama":"Sharma A, Leite D, Demir C, Ngomo A-CN. Trading-Off Interpretability and Accuracy in Medical Applications: A Study Toward Optimal Explainability of Hoeffding Trees. In: <i>2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)</i>. IEEE; 2024. doi:<a href=\"https://doi.org/10.1109/fuzz-ieee60900.2024.10611982\">10.1109/fuzz-ieee60900.2024.10611982</a>","short":"A. Sharma, D. Leite, C. Demir, A.-C.N. Ngomo, in: 2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE, 2024.","chicago":"Sharma, Arnab, Daniel Leite, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “Trading-Off Interpretability and Accuracy in Medical Applications: A Study Toward Optimal Explainability of Hoeffding Trees.” In <i>2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)</i>. IEEE, 2024. <a href=\"https://doi.org/10.1109/fuzz-ieee60900.2024.10611982\">https://doi.org/10.1109/fuzz-ieee60900.2024.10611982</a>.","apa":"Sharma, A., Leite, D., Demir, C., &#38; Ngomo, A.-C. N. (2024). Trading-Off Interpretability and Accuracy in Medical Applications: A Study Toward Optimal Explainability of Hoeffding Trees. <i>2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)</i>. <a href=\"https://doi.org/10.1109/fuzz-ieee60900.2024.10611982\">https://doi.org/10.1109/fuzz-ieee60900.2024.10611982</a>","mla":"Sharma, Arnab, et al. “Trading-Off Interpretability and Accuracy in Medical Applications: A Study Toward Optimal Explainability of Hoeffding Trees.” <i>2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)</i>, IEEE, 2024, doi:<a href=\"https://doi.org/10.1109/fuzz-ieee60900.2024.10611982\">10.1109/fuzz-ieee60900.2024.10611982</a>."},"publication_status":"published","status":"public","user_id":"67200"}