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Eduardo Soares
Eduardo Soares
Andre navnEduardo Almeida Soares
IBM Research
Verifisert e-postadresse på ibm.com - Startside
Tittel
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Sitert av
År
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
7322021
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
5822020
Towards explainable deep neural networks (xDNN)
P Angelov, E Soares
Neural Networks 130, 185-194, 2020
3412020
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
1362021
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
1162018
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
912018
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
662020
Explainable-by-design approach for covid-19 classification via ct-scan
P Angelov, E Soares
542020
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
522020
Autonomous learning multiple-model zero-order classifier for heart sound classification
E Soares, P Angelov, X Gu
Applied Soft Computing 94, 106449, 2020
492020
Fair-by-design explainable models for prediction of recidivism
E Soares, P Angelov
arXiv preprint arXiv:1910.02043, 2019
262019
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
Academic Search, 0
26
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
212019
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
202019
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
192018
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
182020
A large dataset of real patients CT scans for COVID-19 identification
E Soares, P Angelov
Harv. Dataverse 1, 2020
182020
A large multiclass dataset of CT scans for COVID-19 identification
E Soares, P Angelov, S Biaso, M Cury, D Abe
Evolving Systems 15 (2), 635-640, 2024
142024
Just one post? forecasts of daily sales of beauty and cosmetics retail companies from the influence of social media
GG Pessanha, EA Soares
REMark 20 (4), 241, 2021
132021
An interpretable deep semantic segmentation method for earth observation
Z Zhang, P Angelov, E Soares, N Longepe, PP Mathieu
2022 IEEE 11th International Conference on Intelligent Systems (IS), 1-8, 2022
122022
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Artikler 1–20