Amauri Holanda de Souza Júnior

According to our database, Amauri Holanda de Souza Júnior authored at least 25 papers between 2012 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Rethinking pooling in graph neural networks.

Diego P. P. Mesquita, Amauri H. Souza Jr., Samuel Kaski

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Minimal Learning Machine: Theoretical Results and Clustering-Based Reference Point Selection.

Joonas Hämäläinen, Alisson S. C. Alencar, Tommi Kärkkäinen, César L. C. Mattos, Amauri H. Souza Júnior, João P. P. Gomes

CoRR, 2019

Gaussian kernels for incomplete data.

Diego P. P. Mesquita, João P. P. Gomes, Francesco Corona, Amauri Holanda de Souza Júnior, Juvêncio S. Nobre

Appl. Soft Comput., 2019

A Novel Recommendation System for Next Feature in Software.

Victor R. Prata, Ronaldo S. Moreira, Luan Sousa Cordeiro, Átilla N. Maia, Alan Rabelo Martins, Davi A. Leão, C. H. L. Cavalcante, Amauri H. Souza Júnior, Ajalmar R. da Rocha Neto

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

Simplifying Graph Convolutional Networks.

Felix Wu, Amauri H. Souza Jr., Tianyi Zhang, Christopher Fifty, Tao Yu, Kilian Q. Weinberger

Proceedings of the 36th International Conference on Machine Learning, 2019

Probabilistic Multilateration: Model and Inference.

Daniel Jean Rodrigues Vasconcelos, Amauri Holanda de Souza Júnior, Francesco Corona

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

Audio Plugin Recommendation Systems for Music Production.

Paulo Mateus Moura da Silva, César Lincoln Cavalcante Mattos, Amauri Holanda de Souza Júnior

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

A novel mobile robot localization approach based on classification with rejection option using computer vision.

Leandro Bezerra Marinho, Pedro Pedrosa Rebouças Filho, Jefferson S. Almeida, João Wellington M. Souza, Amauri Holanda de Souza Júnior, Victor Hugo C. de Albuquerque

Comput. Electr. Eng., 2018

A Fuzzy C-means-based Approach for Selecting Reference Points in Minimal Learning Machines.

José A. V. Florêncio, Madson Luiz Dantas Dias, Ajalmar R. da Rocha Neto, Amauri Holanda de Souza Júnior

Proceedings of the Fuzzy Information Processing, 2018

Opposite neighborhood: a new method to select reference points of minimal learning machines.

Madson Luiz Dantas Dias, Lucas Silva de Sousa, Ajalmar R. da Rocha Neto, Amauri H. Souza Júnior

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

Sparse Minimal Learning Machines Via L_1/2 Norm Regularization.

Madson Luiz Dantas Dias, Ananda L. Freire, Amauri H. Souza Júnior, Ajalmar R. da Rocha Neto, João Paulo Pordeus Gomes

Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2017

Ensemble of Efficient Minimal Learning Machines for Classification and Regression.

Diego P. P. Mesquita, João P. P. Gomes, Amauri Holanda de Souza Júnior

Neural Process. Lett., 2017

Euclidean distance estimation in incomplete datasets.

Diego Parente Paiva Mesquita, João P. P. Gomes, Amauri Holanda Souza Júnior, Juvêncio Santos Nobre

Neurocomputing, 2017

Forward Stagewise Regression on Incomplete Datasets.

Marcelo B. A. Veras, Diego P. P. Mesquita, João P. P. Gomes, Amauri H. Souza Júnior, Guilherme A. Barreto

Proceedings of the Advances in Computational Intelligence, 2017

A Robust Minimal Learning Machine based on the M-Estimator.

João P. P. Gomes, Diego P. P. Mesquita, Ananda Freire, Amauri H. Souza Júnior, Tommi Kärkkäinen

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

2016

A New Approach to Human Activity Recognition Using Machine Learning Techniques.

Leandro Bezerra Marinho, Amauri Holanda de Souza Júnior, Pedro Pedrosa Rebouças Filho

Proceedings of the Intelligent Systems Design and Applications, 2016

2015

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

Amauri Holanda de Souza Júnior, Francesco Corona, Guilherme De A. Barreto, Yoan Miché, Amaury Lendasse

Neurocomputing, 2015

Regional models: A new approach for nonlinear system identification via clustering of the self-organizing map.

Amauri H. Souza Júnior, Guilherme De A. Barreto, Francesco Corona

Neurocomputing, 2015

Ensemble of Minimal Learning Machines for Pattern Classification.

Diego Parente Paiva Mesquita, João Paulo Pordeus Gomes, Amauri Holanda Souza Júnior

Proceedings of the Advances in Computational Intelligence, 2015

A Minimal Learning Machine for Datasets with Missing Values.

Diego Parente Paiva Mesquita, João Paulo Pordeus Gomes, Amauri H. Souza Jr.

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

A Cost Sensitive Minimal Learning Machine for Pattern Classification.

João Paulo Pordeus Gomes, Amauri H. Souza Jr., Francesco Corona, Ajalmar R. da Rocha Neto

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2014

MInD: Don't Use Agents as Objects.

Renato Lenz Costalima, Amauri Holanda Souza Júnior, Cidcley Teixeira de Souza, Gustavo Augusto Lima de Campos

Proceedings of the Artificial General Intelligence - 7th International Conference, 2014

2013

Minimal Learning Machine: A New Distance-Based Method for Supervised Learning.

Amauri Holanda de Souza Júnior, Francesco Corona, Yoan Miche, Amaury Lendasse, Guilherme A. Barreto, Olli Simula

Proceedings of the Advances in Computational Intelligence, 2013

2012

Robust Regional Modeling for Nonlinear System Identification Using Self-Organizing Maps.

Amauri Holanda de Souza Júnior, Francesco Corona, Guilherme A. Barreto

Proceedings of the Advances in Self-Organizing Maps - 9th International Workshop, 2012

Regional Models for Nonlinear System Identification Using the Self-Organizing Map.

Amauri Holanda de Souza Júnior, Guilherme De A. Barreto

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012