3 Publications
2024 | Conference Paper | LibreCat-ID: 58054
@inproceedings{Sharma_Leite_Demir_Ngomo_2024, title={Trading-Off Interpretability and Accuracy in Medical Applications: A Study Toward Optimal Explainability of Hoeffding Trees}, DOI={10.1109/fuzz-ieee60900.2024.10611982}, 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} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58053
@inproceedings{Leite_Sharma_Demir_Ngomo_2024, title={Interpretability Index Based on Balanced Volumes for Transparent Models and Agnostic Explainers}, DOI={10.1109/fuzz-ieee60900.2024.10611937}, booktitle={2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)}, publisher={IEEE}, author={Leite, Daniel and Sharma, Arnab and Demir, Caglar and Ngomo, Axel-Cyrille}, year={2024} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58052
@inproceedings{Leite_Silva_Casalino_Sharma_Fortunato_Ngomo_2024, title={EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams}, DOI={10.1109/eais58494.2024.10570033}, booktitle={2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS)}, publisher={IEEE}, author={Leite, Daniel and Silva, Alisson and Casalino, Gabriella and Sharma, Arnab and Fortunato, Danielle and Ngomo, Axel-Cyrille}, year={2024} }
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3 Publications
2024 | Conference Paper | LibreCat-ID: 58054
@inproceedings{Sharma_Leite_Demir_Ngomo_2024, title={Trading-Off Interpretability and Accuracy in Medical Applications: A Study Toward Optimal Explainability of Hoeffding Trees}, DOI={10.1109/fuzz-ieee60900.2024.10611982}, 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} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58053
@inproceedings{Leite_Sharma_Demir_Ngomo_2024, title={Interpretability Index Based on Balanced Volumes for Transparent Models and Agnostic Explainers}, DOI={10.1109/fuzz-ieee60900.2024.10611937}, booktitle={2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)}, publisher={IEEE}, author={Leite, Daniel and Sharma, Arnab and Demir, Caglar and Ngomo, Axel-Cyrille}, year={2024} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58052
@inproceedings{Leite_Silva_Casalino_Sharma_Fortunato_Ngomo_2024, title={EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams}, DOI={10.1109/eais58494.2024.10570033}, booktitle={2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS)}, publisher={IEEE}, author={Leite, Daniel and Silva, Alisson and Casalino, Gabriella and Sharma, Arnab and Fortunato, Danielle and Ngomo, Axel-Cyrille}, year={2024} }
LibreCat
| DOI