For a full list of publications, check out my profile on Google Scholar.


Rethinking pooling in graph neural networks
Rethinking pooling in graph neural networks
Video Slides Poster Code PDF

D. Mesquita, A. H. Souza, S. Kaski
Advances in Neural Information Processing Systems (NeurIPS), 2020


Simplifying Graph Convolutional Networks
Simplifying Graph Convolutional Networks
Slides Poster Code PDF

F. Wu, T. Zhang, A. H. Souza Jr, C. Fifty, T. Yu, K. Weinberger
International Conference on Machine Learning (ICML), 2019

Euclidean distance estimation in incomplete datasets
Euclidean distance estimation in incomplete datasets
DOI

D. P. P. Mesquita, J. P. P. Gomes, A. H. Souza Jr.
Neurocomputing, 2017

Minimal Learning Machine: A novel supervised distance-based approach for regression and classification
Minimal Learning Machine: A novel supervised distance-based approach for regression and classification
DOI

A. H. Souza Junior, F. Corona, G. A. Barreto, Y. Miche, A. Lendasse
Neurocomputing, 2015

Supervised Distance Preserving Projections: Applications in the quantitative analysis of diesel fuels and light cycle oils from NIR spectra
Supervised Distance Preserving Projections: Applications in the quantitative analysis of diesel fuels and light cycle oils from NIR spectra
DOI

F. Corona, Z. Zhu, A. H. Souza Júnior, M. Mulas, E. Muru, L. Sassu
Journal of Process Control, 2015