Items where Author is "Soares, Eduardo"

Journal Article

Soares, Eduardo and Angelov, Plamen and Zhang, Ziyang (2024) An explainable approach to deep learning from CT-scans for Covid identification. Evolving Systems, 15 (6). pp. 2159-2168. ISSN 1868-6478

Zhang, Ziyang and Angelov, Plamen and Soares, Eduardo and Longépé, Nicolas and Mathieu, Pierre-Philippe (2022) An Interpretable Deep Semantic Segmentation Method for Earth Observation. arXiv, abs/22. ISSN 2331-8422

Angelov, Plamen and Soares, Eduardo (2020) Towards explainable deep neural networks (xDNN). Neural Networks, 130. pp. 185-194. ISSN 0893-6080

Angelov, Plamen and Soares, Eduardo (2020) Towards Deep Machine Reasoning : a Prototype-based Deep Neural Network with Decision Tree Inference. arXiv.

Angelov, Plamen and Soares, Eduardo (2019) Towards Explainable Deep Neural Networks (xDNN). arXiv. pp. 1-9.

Soares, Eduardo and Garcia, Cristiano and Poucas, Ricardo and Camargo, Heloisa and Leite, Daniel (2019) Evolving fuzzy set-based and cloud-based unsupervised classifiers for spam detection. IEEE Latin America Transactions, 17 (9): 8931138. pp. 1449-1457. ISSN 1548-0992

Soares, Eduardo and Costa Jr, Pyramo and Costa, Bruno and Leite, Daniel (2018) Ensemble of evolving data clouds and fuzzy models for weather time series prediction. Applied Soft Computing, 64. pp. 445-453. ISSN 1568-4946

Contribution in Book/Report/Proceedings

Angelov, Plamen and Soares, Eduardo (2020) Towards Deep Machine Reasoning : A Prototype-based Deep Neural Network with Decision Tree Inference. In: 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020 :. Institute of Electrical and Electronics Engineers Inc., CAN, pp. 2092-2099. ISBN 9781728185262