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Eduardo Almeida Soares

Research Student

  1. 2020
  2. Forthcoming

    Towards Explainable Deep Neural Networks (xDNN)

    Angelov, P. & Almeida Soares, E., 7/07/2020, (Accepted/In press) In : Neural Networks.

    Research output: Contribution to journalJournal article

  3. E-pub ahead of print

    Autonomous Learning Multiple-Model Zero-Order Classifier for Heart Sound Classification

    Almeida Soares, E., Angelov, P. P. & Gu, X., 6/06/2020, In : Applied Soft Computing. 94, 9 p., 106449.

    Research output: Contribution to journalJournal article

  4. E-pub ahead of print

    Explaining Deep Learning Models Through Rule-Based Approximation and Visualization

    Almeida Soares, E., Angelov, P., Costa, B., Castro, M., Nageshrao, S. & Filev, D., 3/06/2020, In : IEEE Transactions on Fuzzy Systems. 10 p.

    Research output: Contribution to journalJournal article

  5. Published

    A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification

    Gu, X., Angelov, P. & Almeida Soares, E., 1/06/2020, In : International Journal of Intelligent Systems. 35, 6, p. 923-943 21 p.

    Research output: Contribution to journalJournal article

  6. Published

    SARS-CoV-2 CT-scan dataset: A large dataset of real patients CT scans for SARS-CoV-2 identification

    Angelov, P. & Almeida Soares, E., 29/04/2020, In : medRxiv. 8 p.

    Research output: Contribution to journalJournal article

  7. Published

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

    Angelov, P. & Soares, E., 2/02/2020, In : arXiv.

    Research output: Contribution to journalJournal article

  8. 2019
  9. Published

    Explainable Density-based Approach for Self-driving Actions Classification

    Almeida Soares, E., Angelov, P., Filev, D., Costa, B., Castro, M. & Nageshrao, S., 16/12/2019, p. 1-6. 6 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paper

  10. Published

    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/ISSNConference contribution/Paper

  11. Published

    Towards Explainable Deep Neural Networks (xDNN)

    Angelov, P. & Soares, E., 5/12/2019, In : arXiv. p. 1-9 9 p.

    Research output: Contribution to journalJournal article

  12. Published

    A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification

    Gu, X., Angelov, P. P. & Soares, E. A., 25/11/2019, In : arXiv.

    Research output: Contribution to journalJournal article

  13. Published
  14. Published

    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.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  15. Published
  16. 2018
  17. Published

    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.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  18. Published

    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/ISSNConference contribution/Paper

  19. Published

    Ensemble of evolving data clouds and fuzzy models for weather time series prediction

    Soares, E., Costa Jr, P., Costa, B. & Leite, D., 1/03/2018, In : Applied Soft Computing. 64, p. 445-453 9 p.

    Research output: Contribution to journalJournal article

  20. 2017
  21. Published

    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).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  22. Published

    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/ISSNConference contribution/Paper

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