Eduardo Almeida Soares
Eduardo Almeida Soares
E-mail confirmado em lancaster.ac.uk - Página inicial
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Ano
SARS-CoV-2 CT-scan dataset: A large dataset of real patients CT scans for SARS-CoV-2 identification
E Soares, P Angelov, S Biaso, M Higa Froes, D Kanda Abe
medRxiv, 2020
1002020
Ensemble of evolving data clouds and fuzzy models for weather time series prediction
E Soares, P Costa Jr, B Costa, D Leite
Applied Soft Computing 64, 445-453, 2018
632018
Towards explainable deep neural networks (xDNN)
P Angelov, E Soares
Neural Networks 130, 185-194, 2020
352020
Artificial intelligence in automated sorting in trash recycling
BS Costa, ACS Bernardes, JVA Pereira, VH Zampa, VA Pereira, GF Matos, ...
Anais do XV Encontro Nacional de Inteligência Artificial e Computacional …, 2018
28*2018
A self‐adaptive synthetic over‐sampling technique for imbalanced classification
X Gu, PP Angelov, EA Soares
International Journal of Intelligent Systems 35 (6), 923-943, 2020
112020
Fair-by-design explainable models for prediction of recidivism
E Soares, P Angelov
arXiv preprint arXiv:1910.02043, 2019
112019
Incremental gaussian granular fuzzy modeling applied to hurricane track forecasting
EA Soares, HA Camargo, SJ Camargo, DF Leite
2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2018
112018
Explaining deep learning models through rule-based approximation and visualization
EA Soares, PP Angelov, B Costa, M Castro, S Nageshrao, D Filev
IEEE Transactions on Fuzzy Systems, 2020
82020
Actively semi-supervised deep rule-based classifier applied to adverse driving scenarios
E Soares, P Angelov, B Costa, M Castro
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
52019
Cloud-based evolving intelligent method for weather time series prediction
E Soares, V Mota, R Poucas, D Leite
2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2017
52017
Explainable density-based approach for self-driving actions classification
E Soares, P Angelov, D Filev, B Costa, M Castro, S Nageshrao
2019 18th IEEE International Conference On Machine Learning And Applications …, 2019
42019
Detecting and learning from unknown by extremely weak supervision: exploratory classifier (xClass)
P Angelov, E Soares
Neural Computing and Applications, 1-13, 2021
3*2021
Autonomous Learning Multiple-Model zero-order classifier for heart sound classification
E Soares, P Angelov, X Gu
Applied Soft Computing 94, 106449, 2020
32020
Fuzzy clustering methods applied to the evaluation of compost bedded pack barns
VC Mota, FA Damasceno, EA Soares, DF Leite
2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2017
32017
Autonomous data density pruning fuzzy neural network for optical interconnection network
PVC Souza, EA Soares, AJ Guimarães, VS Araujo, VJS Araujo, ...
Evolving Systems, 2020
22020
Evolving Fuzzy Set-based and Cloud-based Unsupervised Classifiers for Spam Detection
E Soares, C Garcia, R Poucas, H Camargo, D Leite
IEEE Latin America Transactions 17 (09), 1449-1457, 2019
22019
Self-organising and self-learning model for soybean yield prediction
M Alghamdi, P Angelov, R Gimenez, M Rufino, E Soares
2019 Sixth International Conference on Social Networks Analysis, Management …, 2019
22019
Teaching-learningbased optimization no treinamento de redes neurais artificiais para problemas de classificaçao
CM Garcia, MD Catalano, EA Soares, BH Barbosa
22017
Towards Deep Machine Reasoning: a Prototype-based Deep Neural Network with Decision Tree Inference
P Angelov, E Soares
2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2020
12020
Classification via CT-scan
P Angelov, E Soares
12020
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Artigos 1–20