Victor L. F. Souza

According to our database, Victor L. F. Souza authored at least 13 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Robust Handwritten Signature Representation with Continual Learning of Synthetic Data over Predefined Real Feature Space.

Talles Brito Viana, Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin

Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

2023

A multi-task approach for contrastive learning of handwritten signature feature representations.

Talles Brito Viana, Victor L. F. Souza, Adriano Lorena Inácio de Oliveira, Rafael M. O. Cruz, Robert Sabourin

Expert Syst. Appl., May, 2023

2022

Contrastive Learning of Handwritten Signature Representations for Writer-Independent Verification.

Talles Brito Viana, Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin

Proceedings of the International Joint Conference on Neural Networks, 2022

2020

A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification.

Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin

Expert Syst. Appl., 2020

An Investigation of Feature Selection and Transfer Learning for Writer-Independent Offline Handwritten Signature Verification.

Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control.

Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019

On Dissimilarity Representation and Transfer Learning for Offline Handwritten Signature Verification.

Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin

Proceedings of the International Joint Conference on Neural Networks, 2019

Characterization of Handwritten Signature Images in Dissimilarity Representation Space.

Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin

Proceedings of the Computational Science - ICCS 2019, 2019

2018

A Writer-Independent Approach for Offline Signature Verification using Deep Convolutional Neural Networks Features.

Victor L. F. Souza, Adriano L. I. Oliveira, Robert Sabourin

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

2017

Automatic trading method based on piecewise aggregate approximation and multi-swarm of improved self-adaptive particle swarm optimization with validation.

Rodrigo C. Brasileiro, Victor L. F. Souza, Adriano L. I. Oliveira

Decis. Support Syst., 2017

2016

Computational Intelligence and Financial Markets: A Survey and Future Directions.

Rodolfo Carneiro Cavalcante, Rodrigo C. Brasileiro, Victor L. F. Souza, Jarley Palmeira Nóbrega, Adriano L. I. Oliveira

Expert Syst. Appl., 2016

2015

A PAA-PSO technique for investment strategies in the financial market.

Victor L. F. Souza, Rodrigo C. Brasileiro, Adriano L. I. Oliveira

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2013

Automatic method for stock trading combining technical analysis and the Artificial Bee Colony Algorithm.

Rodrigo C. Brasileiro, Victor L. F. Souza, Bruno J. T. Fernandes, Adriano L. I. Oliveira

Proceedings of the IEEE Congress on Evolutionary Computation, 2013