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ORCIDIam Palatnik de Sousa
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Journal Articles
- 2022
[j4]Iam Palatnik de Sousa
, Marley M. B. R. Vellasco, Eduardo Costa da Silva:
Evolved explainable classifications for lymph node metastases. Neural Networks 148: 1-12 (2022)- 2021
- [j3]Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva:
Explainable Artificial Intelligence for Bias Detection in COVID CT-Scan Classifiers. Sensors 21(16): 5657 (2021) - 2019
- [j2]Iam Palatnik de Sousa, Marley Maria Bernardes Rebuzzi Vellasco, Eduardo Costa da Silva:
Local Interpretable Model-Agnostic Explanations for Classification of Lymph Node Metastases. Sensors 19(13): 2969 (2019) - 2018
- [j1]Iam Palatnik de Sousa:
Convolutional ensembles for Arabic Handwritten Character and Digit Recognition. PeerJ Comput. Sci. 4: e167 (2018)
Conference and Workshop Papers
- 2021
- [c3]Mara Graziani, Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva, Henning Müller, Vincent Andrearczyk:
Sharpening Local Interpretable Model-Agnostic Explanations for Histopathology: Improved Understandability and Reliability. MICCAI (3) 2021: 540-549 - 2020
- [c2]Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva:
Approximate Explanations for Classification of Histopathology Patches. PKDD/ECML Workshops 2020: 517-526 - 2019
- [c1]Iam Palatnik de Sousa, Marley Maria Bernardes Rebuzzi Vellasco, Eduardo Costa da Silva:
Deep Regression Counting: Customized Datasets and Inter-Architecture Transfer Learning. INNSBDDL 2019: 109-119
Informal and Other Publications
- 2020
- [i1]Iam Palatnik de Sousa, Marley Maria Bernardes Rebuzzi Vellasco, Eduardo Costa da Silva:
Evolved Explainable Classifications for Lymph Node Metastases. CoRR abs/2005.07229 (2020)
Coauthor Index
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