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Amauri H. Souza
Amauri H. Souza
Sonstige NamenAmauri Holanda de Souza Junior, Amauri H. Souza Jr.
Federal Institute of Ceará (IFCE)
Bestätigte E-Mail-Adresse bei ifce.edu.br - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Simplifying graph convolutional networks
F Wu, A Souza, T Zhang, C Fifty, T Yu, K Weinberger
International conference on machine learning, 6861-6871, 2019
40272019
Rethinking pooling in graph neural networks
D Mesquita, AH Souza, S Kaski
Advances in Neural Information Processing Systems (NeurIPS), 2020
1392020
Euclidean distance estimation in incomplete datasets
DPP Mesquita, JPP Gomes, AHS Junior, JS Nobre
Neurocomputing 248, 11-18, 2017
1172017
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
842015
Provably expressive temporal graph networks
AH Souza, D Mesquita, S Kaski, V Garg
Advances in Neural Information Processing Systems (NeurIPS), 2022
722022
Ensemble of efficient minimal learning machines for classification and regression
DPP Mesquita, JPP Gomes, AH Souza Junior
Neural Processing Letters 46, 751-766, 2017
362017
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
322017
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
292018
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
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
252019
Gaussian kernels for incomplete data
DPP Mesquita, JPP Gomes, F Corona, AHS Junior, JS Nobre
Applied Soft Computing 77, 356-365, 2019
232019
Learning Robust Statistics for Simulation-based Inference under Model Misspecification
D Huang, A Bharti, A Souza, L Acerbi, S Kaski
Advances in Neural Information Processing Systems (NeurIPS), 2023
222023
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
182023
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
182015
Ensemble of minimal learning machines for pattern classification
DPP Mesquita, JPP Gomes, AHS Junior
Advances in Computational Intelligence: 13th International Work-Conference …, 2015
172015
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
132015
Going beyond persistent homology using persistent homology
JE Immonen, AH Souza, V Garg
Advances in Neural Information Processing Systems (NeurIPS), 2023
112023
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
102018
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