Amauri H. Souza
Amauri H. Souza
Other namesAmauri Holanda de Souza Junior, Amauri H. Souza Jr.
Verified email at - Homepage
Cited by
Cited by
Simplifying graph convolutional networks
F Wu, A Souza, T Zhang, C Fifty, T Yu, K Weinberger
International conference on machine learning, 6861-6871, 2019
Rethinking pooling in graph neural networks
D Mesquita, AH Souza, S Kaski
Advances in Neural Information Processing Systems (NeurIPS), 2020
Euclidean distance estimation in incomplete datasets
DPP Mesquita, JPP Gomes, AHS Junior, JS Nobre
Neurocomputing 248, 11-18, 2017
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
Provably expressive temporal graph networks
AH Souza, D Mesquita, S Kaski, V Garg
Advances in Neural Information Processing Systems (NeurIPS), 2022
Ensemble of efficient minimal learning machines for classification and regression
DPP Mesquita, JPP Gomes, AH Souza Junior
Neural Processing Letters 46, 751-766, 2017
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
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
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
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
Gaussian kernels for incomplete data
DPP Mesquita, JPP Gomes, F Corona, AHS Junior, JS Nobre
Applied Soft Computing 77, 356-365, 2019
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
Ensemble of minimal learning machines for pattern classification
DPP Mesquita, JPP Gomes, AHS Junior
Advances in Computational Intelligence: 13th International Work-Conference …, 2015
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
A minimal learning machine for datasets with missing values
DPP Mesquita, JPP Gomes, AHS Jr
Neural Information Processing: 22nd International Conference, ICONIP 2015 …, 2015
Distill n'Explain: explaining graph neural networks using simple surrogates
T Pereira, E Nasciment, LE Resck, D Mesquita, A Souza
International Conference on Artificial Intelligence and Statistics (AISTATS), 2023
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
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
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
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
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