Victor L. F. Souza

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 14

Top Topics

Investment Strategies

Feature Representations

Convolutional Neural Networks

Transfer Learning

Top Venues

Expert Syst. Appl.

Decis. Support Syst.

Publications

Talles Brito Viana, Victor L. F. Souza, Adriano Lorena Inácio de Oliveira, Rafael M. O. Cruz, Robert Sabourin
A multi-task approach for contrastive learning of handwritten signature feature representations. Expert Syst. Appl. 217 (2023)
Talles Brito Viana, Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
Contrastive Learning of Handwritten Signature Representations for Writer-Independent Verification. IJCNN (2022)
Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control. GECCO Companion (2020)
Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification. Expert Syst. Appl. 154 (2020)
Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control. CoRR (2020)
Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
An Investigation of Feature Selection and Transfer Learning for Writer-Independent Offline Handwritten Signature Verification. ICPR (2020)
Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
An Investigation of Feature Selection and Transfer Learning for Writer-Independent Offline Handwritten Signature Verification. CoRR (2020)
Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification. CoRR (2020)
Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
Characterization of Handwritten Signature Images in Dissimilarity Representation Space. ICCS (3) (2019)
Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
On Dissimilarity Representation and Transfer Learning for Offline Handwritten Signature Verification. IJCNN (2019)
Victor L. F. Souza, Adriano L. I. Oliveira, Robert Sabourin
A Writer-Independent Approach for Offline Signature Verification using Deep Convolutional Neural Networks Features. BRACIS (2018)
Victor L. F. Souza, Adriano L. I. Oliveira, Robert Sabourin
A writer-independent approach for offline signature verification using deep convolutional neural networks features. CoRR (2018)
Rodrigo C. Brasileiro, Victor L. F. Souza, Adriano L. I. Oliveira
Automatic trading method based on piecewise aggregate approximation and multi-swarm of improved self-adaptive particle swarm optimization with validation. Decis. Support Syst. 104 (2017)
Rodolfo C. Cavalcante, Rodrigo C. Brasileiro, Victor L. F. Souza, Jarley Palmeira Nóbrega, Adriano L. I. Oliveira
Computational Intelligence and Financial Markets: A Survey and Future Directions. Expert Syst. Appl. 55 (2016)
Victor L. F. Souza, Rodrigo C. Brasileiro, Adriano L. I. Oliveira
A PAA-PSO technique for investment strategies in the financial market. IJCNN (2015)
Rodrigo C. Brasileiro, Victor L. F. Souza, Bruno J. T. Fernandes, Adriano L. I. Oliveira
Automatic method for stock trading combining technical analysis and the Artificial Bee Colony Algorithm. IEEE Congress on Evolutionary Computation (2013)