3 Publications
2024 | Conference Paper | LibreCat-ID: 58054
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: 10.1109/fuzz-ieee60900.2024.10611982.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58053
D. Leite, A. Sharma, C. Demir, and A.-C. Ngomo, “Interpretability Index Based on Balanced Volumes for Transparent Models and Agnostic Explainers,” 2024, doi: 10.1109/fuzz-ieee60900.2024.10611937.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58052
D. Leite, A. Silva, G. Casalino, A. Sharma, D. Fortunato, and A.-C. Ngomo, “EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams,” 2024, doi: 10.1109/eais58494.2024.10570033.
LibreCat
| DOI
3 Publications
2024 | Conference Paper | LibreCat-ID: 58054
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: 10.1109/fuzz-ieee60900.2024.10611982.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58053
D. Leite, A. Sharma, C. Demir, and A.-C. Ngomo, “Interpretability Index Based on Balanced Volumes for Transparent Models and Agnostic Explainers,” 2024, doi: 10.1109/fuzz-ieee60900.2024.10611937.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58052
D. Leite, A. Silva, G. Casalino, A. Sharma, D. Fortunato, and A.-C. Ngomo, “EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams,” 2024, doi: 10.1109/eais58494.2024.10570033.
LibreCat
| DOI