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Eduardo Soares
Eduardo Soares
Other namesEduardo Almeida Soares
IBM Research, Lancaster University
Verified email at ibm.com - Homepage
Title
Cited by
Cited by
Year
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, MH Froes, DK Abe
MedRxiv, 2020
5022020
Explainable artificial intelligence: an analytical review
PP Angelov, EA Soares, R Jiang, NI Arnold, PM Atkinson
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 11 (5 …, 2021
3962021
Towards explainable deep neural networks (xDNN)
P Angelov, E Soares
Neural Networks 130, 185-194, 2020
2592020
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
1072018
Harnessing the power of smart and connected health to tackle COVID-19: IoT, AI, robotics, and blockchain for a better world
F Firouzi, B Farahani, M Daneshmand, K Grise, J Song, R Saracco, ...
IEEE Internet of Things Journal 8 (16), 12826-12846, 2021
962021
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
762018
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
462020
Explainable-by-design approach for covid-19 classification via ct-scan
P Angelov, E Soares
452020
Explaining deep learning models through rule-based approximation and visualization
E Soares, PP Angelov, B Costa, MPG Castro, S Nageshrao, D Filev
IEEE Transactions on Fuzzy Systems 29 (8), 2399-2407, 2020
392020
Autonomous learning multiple-model zero-order classifier for heart sound classification
E Soares, P Angelov, X Gu
Applied Soft Computing 94, 106449, 2020
332020
SARS-CoV-2 CT-scan dataset: A large dataset of real patients CT scans for SARS-CoV-2 identification. medRxiv 2020
E Soares, P Angelov, S Biaso, MH Froes, DK Abe
Google Scholar, 0
22
Fair-by-design explainable models for prediction of recidivism
E Soares, P Angelov
arXiv preprint arXiv:1910.02043, 2019
212019
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
182018
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
172019
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
152019
SARS-CoV-2 CT-scan dataset: A large dataset of real patients CT scans for SARS-CoV-2 identification. medRxiv
E Soares, P Angelov, S Biaso, MH Froes, DK Abe
New Haven, CT, USA 10 (2020.04), 24.20078584, 2020
142020
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
132020
A large dataset of real patients CT scans for COVID-19 identification
E Soares, P Angelov
Harv. Dataverse 1, 2020
132020
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
112019
Autonomous data density pruning fuzzy neural network for optical interconnection network
PV de Campos Souza, EA Soares, AJ Guimaraes, VS Araujo, VJS Araujo, ...
Evolving Systems 12, 899-911, 2021
92021
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