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Amauri H. Souza
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Cited by
Year
Simplifying graph convolutional networks
F Wu, A Souza, T Zhang, C Fifty, T Yu, K Weinberger
International conference on machine learning, 6861-6871, 2019
29292019
Rethinking pooling in graph neural networks
D Mesquita, AH Souza, S Kaski
Advances in Neural Information Processing Systems (NeurIPS), 2020
1072020
Euclidean distance estimation in incomplete datasets
DPP Mesquita, JPP Gomes, AHS Junior, JS Nobre
Neurocomputing 248, 11-18, 2017
1052017
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
792015
Provably expressive temporal graph networks
AH Souza, D Mesquita, S Kaski, V Garg
Advances in Neural Information Processing Systems (NeurIPS), 2022
432022
Ensemble of efficient minimal learning machines for classification and regression
DPP Mesquita, JPP Gomes, AH Souza Junior
Neural Processing Letters 46, 751-766, 2017
352017
A new approach to human activity recognition using machine learning techniques
LB Marinho, AH de Souza Júnior, PP Rebouças Filho
Intelligent Systems Design and Applications: 16th International Conference …, 2017
312017
Minimal learning machine: A new distance-based method for supervised learning
AH de Souza Junior, F Corona, Y Miche, A Lendasse, GA Barreto, ...
Advances in Computational Intelligence: 12th International Work-Conference …, 2013
262013
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
252018
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
222019
Gaussian kernels for incomplete data
DPP Mesquita, JPP Gomes, F Corona, AHS Junior, JS Nobre
Applied Soft Computing 77, 356-365, 2019
172019
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
162015
Ensemble of minimal learning machines for pattern classification
DPP Mesquita, JPP Gomes, AHS Junior
Advances in Computational Intelligence: 13th International Work-Conference …, 2015
152015
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
142015
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
142015
A minimal learning machine for datasets with missing values
DPP Mesquita, JPP Gomes, AHS Jr
Neural Information Processing: 22nd International Conference, ICONIP 2015 …, 2015
122015
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
102011
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
92018
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 Fuzzy C-means-based Approach for Selecting Reference Points in Minimal Learning Machines
JAV Florêncio, MLD Dias, AR da Rocha Neto, AH de Souza Júnior
Fuzzy Information Processing: 37th Conference of the North American Fuzzy …, 2018
82018
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Articles 1–20