3 Publications
2024 | Conference Paper | LibreCat-ID: 58054
Sharma, Arnab, et al. “Trading-Off Interpretability and Accuracy in Medical Applications: A Study Toward Optimal Explainability of Hoeffding Trees.” 2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE, 2024, doi:10.1109/fuzz-ieee60900.2024.10611982.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58053
Leite, Daniel, et al. “Interpretability Index Based on Balanced Volumes for Transparent Models and Agnostic Explainers.” 2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE, 2024, doi:10.1109/fuzz-ieee60900.2024.10611937.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58052
Leite, Daniel, et al. “EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams.” 2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS), IEEE, 2024, doi:10.1109/eais58494.2024.10570033.
LibreCat
| DOI
3 Publications
2024 | Conference Paper | LibreCat-ID: 58054
Sharma, Arnab, et al. “Trading-Off Interpretability and Accuracy in Medical Applications: A Study Toward Optimal Explainability of Hoeffding Trees.” 2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE, 2024, doi:10.1109/fuzz-ieee60900.2024.10611982.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58053
Leite, Daniel, et al. “Interpretability Index Based on Balanced Volumes for Transparent Models and Agnostic Explainers.” 2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE, 2024, doi:10.1109/fuzz-ieee60900.2024.10611937.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58052
Leite, Daniel, et al. “EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams.” 2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS), IEEE, 2024, doi:10.1109/eais58494.2024.10570033.
LibreCat
| DOI