Follow
Amauri H. Souza
Title
Cited by
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
17782019
Euclidean distance estimation in incomplete datasets
DPP Mesquita, JPP Gomes, AHS Junior, JS Nobre
Neurocomputing 248, 11-18, 2017
942017
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
672015
Rethinking pooling in graph neural networks
D Mesquita, AH Souza, S Kaski
Neural Information Processing Systems (NeurIPS), 2020
642020
Ensemble of efficient minimal learning machines for classification and regression
DPP Mesquita, JPP Gomes, AH Souza Junior
Neural Processing Letters 46, 751-766, 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
242013
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
232017
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
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
152019
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
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
142015
Gaussian kernels for incomplete data
DPP Mesquita, JPP Gomes, F Corona, AHS Junior, JS Nobre
Applied Soft Computing 77, 356-365, 2019
132019
A minimal learning machine for datasets with missing values
DPP Mesquita, JPP Gomes, AHS Jr
Neural Information Processing: 22nd International Conference, ICONIP 2015 …, 2015
112015
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 da Rocha Neto, AH de Souza Júnior
Fuzzy Information Processing: 37th Conference of the North American Fuzzy …, 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
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
72015
The system can't perform the operation now. Try again later.
Articles 1–20