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Amauri H. Souza
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Cited by
Year
Simplifying graph convolutional networks
F Wu, T Zhang, AH Souza Jr, C Fifty, T Yu, KQ Weinberger
International Conference on Machine Learning (ICML), 6861-6871, 2019
11912019
Euclidean distance estimation in incomplete datasets
DPP Mesquita, JPP Gomes, AHS Junior, JS Nobre
Neurocomputing 248, 11-18, 2017
822017
Minimal learning machine: a novel supervised distance-based approach for regression and classification
AH de Souza Junior, F Corona, GA Barreto, Y Miche, A Lendasse
Neurocomputing 164, 34-44, 2015
662015
Rethinking pooling in graph neural networks
D Mesquita, AH Souza, S Kaski
Neural Information Processing Systems (NeurIPS), 2020
442020
Ensemble of efficient minimal learning machines for classification and regression
DPP Mesquita, JPP Gomes, AH Souza Junior
Neural Processing Letters 46 (3), 751-766, 2017
302017
Minimal learning machine: A new distance-based method for supervised learning
AH Souza Junior, F Corona, Y Miche, A Lendasse, GA Barreto, O Simula
International Work-Conference on Artificial Neural Networks, 408-416, 2013
242013
A novel mobile robot localization approach based on classification with rejection option using computer vision
LB Marinho, PP Rebouças Filho, JS Almeida, JWM Souza, AHS Junior, ...
Computers & Electrical Engineering 68, 26-43, 2018
212018
A new approach to human activity recognition using machine learning techniques
LB Marinho, AH de Souza Júnior, PP Rebouças Filho
International Conference on Intelligent Systems Design and Applications, 529-538, 2016
172016
Ensemble of minimal learning machines for pattern classification
DPP Mesquita, JPP Gomes, AHS Junior
International Work-Conference on Artificial Neural Networks, 142-152, 2015
152015
Minimal Learning Machine: Theoretical Results and Clustering-Based Reference Point Selection
J Hämäläinen, ASC Alencar, T Kärkkäinen, CLC Mattos, AHS Júnior, ...
Journal of Machine Learning Research, 2019
132019
Gaussian kernels for incomplete data
DPP Mesquita, JPP Gomes, F Corona, AHS Junior, JS Nobre
Applied Soft Computing 77, 356-365, 2019
132019
Mlm-rank: A ranking algorithm based on the minimal learning machine
ASC Alencar, WL Caldas, JPP Gomes, AH de Souza, PAC Aguilar, ...
2015 Brazilian Conference on Intelligent Systems (BRACIS), 305-309, 2015
132015
Regional models: A new approach for nonlinear system identification via clustering of the self-organizing map
AHS Júnior, GA Barreto, F Corona
Neurocomputing 147, 31-46, 2015
122015
A minimal learning machine for datasets with missing values
DPP Mesquita, JPP Gomes
International Conference on Neural Information Processing, 565-572, 2015
102015
Supervised distance preserving projections: applications in the quantitative analysis of diesel fuels and light cycle oils from NIR spectra
F Corona, Z Zhu, AH de Souza Júnior, M Mulas, E Muru, L Sassu, ...
Journal of Process Control 30, 10-21, 2015
102015
Heart diseases prediction using data from health assurance systems in models and methods for supporting decision-making in human health and environment protection
RF Ramos, CLC Mattos, AHS Júnior, ARR Neto, GA Barreto, HA Mazzal, ...
Computer Systems and Applications (AICCSA), Nova Publishers, 1-5, 2016
92016
A speech recognition system for embedded applications using the SOM and TS-SOM networks
AHS Junior, GA Barreto, AT Varela
Self-Organizing Maps-Applications and Novel Algorithm Design, 97-108, 2011
92011
A modified symbiotic organisms search algorithm applied to flow shop scheduling problems
LR Rodrigues, JPP Gomes, ARR Neto, AH Souza
2018 IEEE Congress on Evolutionary Computation (CEC), 1-7, 2018
72018
A Fuzzy C-means-based Approach for Selecting Reference Points in Minimal Learning Machines
JAV Florêncio, MLD Dias, AR Rocha Neto, AH Souza Júnior
North American Fuzzy Information Processing Society Annual Conference, 398-407, 2018
72018
A Robust Minimal Learning Machine based on the M-Estimator.
JPP Gomes, DPP Mesquita, A Freire, AHS Júnior, T Kärkkäinen
ESANN, 2017
72017
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Articles 1–20