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Eduardo Almeida Soares

Formerly at Lancaster University

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  1. 2019
  2. 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/ISSN › Conference contribution/Paper › peer-review

  3. 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 Journal/Magazine › Journal article › peer-review

  4. 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 Journal/Magazine › Journal article

  5. Published

    Novelty Detection and Learning from Extremely Weak Supervision

    Almeida Soares, E. & Angelov, P., 1/11/2019

    Research output: Other contribution

  6. 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/ISSN › Conference contribution/Paper › peer-review

  7. Published

    Evolving fuzzy set-based and cloud-based unsupervised classifiers for spam detection

    Soares, E., Garcia, C., Poucas, R., Camargo, H. & Leite, D., 30/09/2019, In: IEEE Latin America Transactions. 17, 9, p. 1449-1457 9 p., 8931138.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. Published

    Fair-by-design explainable models for prediction of recidivism

    Almeida Soares, E. & Angelov, P., 2019, Arxiv.

    Research output: Other contribution

  9. 2018
  10. 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/ISSN › Conference contribution/Paper › peer-review

  11. 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/ISSN › Conference contribution/Paper › peer-review

  12. 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 Journal/Magazine › Journal article › peer-review

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