Similarity-based Deep Neural Network to Detect Imperceptible Adversarial Attacks

Almeida Soares, E., Angelov, P. & Suri, N., 30/01/2023, Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022. Ishibuchi, H., Kwoh, C-K., Tan, A-H., Srinivasan, D., Miao, C., Trivedi, A. & Crockett, K. (eds.). IEEE, p. 1028-1035 8 p. (Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

An Interpretable Deep Semantic Segmentation Method for Earth Observation

Zhang, Z., Angelov, P., Almeida Soares, E., Longepe, N. & Mathieu, P. P., 25/01/2023, 2022 IEEE 11th International Conference on Intelligent Systems (IS). Atanassov, K. T., Doukovska, L., Kacprzyk, J., Krawczak, M., Owsinski, J. W., Sgurev, V., Szmidt, E. & Zadrozny, S. (eds.). IEEE, p. 1-8 8 p. (2022 IEEE 11th International Conference on Intelligent Systems (IS)).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Towards Deep Machine Reasoning: A Prototype-based Deep Neural Network with Decision Tree Inference

Angelov, P. & Soares, E., 11/10/2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020. Institute of Electrical and Electronics Engineers Inc., Vol. October. p. 2092-2099 8 p. 9282812

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Self-Organising and Self-Learning Model for Soybean Yield Prediction

Alghamdi, M., Angelov, P., Rufino, M., Gimenez, R. & Almeida Soares, E., 16/12/2019, 2019 6th International Conference on Social Networks Analysis, Management and Security, SNAMS 2019. Alsmirat, M. & Jararweh, Y. (eds.). IEEE, p. 441-446 6 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Actively Semi-Supervised Deep Rule-based Classifier Applied to Adverse Driving Scenarios

Almeida Soares, E., Angelov, P. P., Costa, B. S. J. & Castro, M., 30/09/2019, 2019 International Joint Conference on Neural Networks (IJCNN). IEEE, p. 1-8 8 p.

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Artificial Intelligence in Automated Sorting in Trash Recycling

Costa, B. S., Bernardes, A. C. S., Pereira, J. V. A., Zampa, V. H., Pereira, V. A., Matos, G. F., Almeida Soares, E., Soares, C. L. & Silva, A. F., 22/10/2018, Anais do XV Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2018). p. 198-205 8 p.

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Incremental Gaussian Granular Fuzzy Modeling Applied to Hurricane Track Forecasting

Almeida Soares, E., Camargo, H. A., Camargo, S. J. & Leite, D. F., 15/10/2018, 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE, 8 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Fuzzy clustering methods applied to the evaluation of compost bedded pack barns

Mota, V. C., Damasceno, F. A., Soares, E. A. & Leite, D. F., 23/08/2017, 2017 IEEE International Conference on Fuzzy Systems. Institute of Electrical and Electronics Engineers Inc., 6 p. 8015435. (IEEE International Conference on Fuzzy Systems).

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Cloud-based evolving intelligent method for weather time series prediction

Almeida Soares, E., Mota, V., Poucas, R. & Leite, D., 9/07/2017, 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE, 6 p. 8015532

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review