Douglas Rodrigues

According to our database, Douglas Rodrigues authored at least 46 papers between 2011 and 2024.

Collaborative distances:

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

2024

A review of deep learning-based approaches for deepfake content detection.

Leandro A. Passos, Danilo Samuel Jodas, Kelton A. P. Costa, Luis Antônio de Souza, Douglas Rodrigues, Javier Del Ser, David Camacho, João Paulo Papa

Expert Syst. J. Knowl. Eng., August, 2024

Adapting LLMs for the Medical Domain in Portuguese: A Study on Fine-Tuning and Model Evaluation.

Pedro Henrique Paiola, Gabriel Lino Garcia, João Renato Ribeiro Manesco, Mateus Roder, Douglas Rodrigues, João Paulo Papa

CoRR, 2024

BioNeRF: Biologically Plausible Neural Radiance Fields for View Synthesis.

Leandro A. Passos, Douglas Rodrigues, Danilo S. Jodas, Kelton A. P. Costa, João Paulo Papa

CoRR, 2024

Strategies for Classifier Selection Based on Genetic Programming for Multimedia Data Recognition.

Rafael Junqueira Martarelli, Douglas Rodrigues, Clayton Reginaldo Pereira, Jurandy Almeida, João Paulo Papa

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Enhancing Cyberattack Detection in IoT Environments Through Advanced Resampling Techniques.

Carlos Alexandre Carvalho Tojeiro, Thiago José Lucas, Leandro A. Passos, Douglas Rodrigues, Simone G. D. Prado, João Paulo Papa, Kelton Augusto Pontara da Costa

Proceedings of the 31st International Conference on Systems, Signals and Image Processing, 2024

Ensemble Diversity Pruning on Cybersecurity: Optimizing Intrusion Detection Systems.

Thiago José Lucas, Leandro Aparecido Passos, Douglas Rodrigues, Danilo S. Jodas, João Paulo Papa, Kelton Augusto Pontara da Costa, Rafal Scherer

Proceedings of the 31st International Conference on Systems, Signals and Image Processing, 2024

Neural Architecture Search for Enhancing Action Video Recognition in Compressed Domains.

Pedro Lamkowski, Douglas Rodrigues, Leandro A. Passos, João P. Papa, Jurandy Almeida

Proceedings of the 31st International Conference on Systems, Signals and Image Processing, 2024

Denoising Autoencoder for Partial Discharge Identification in Instrument Transformers.

Matheus Goes Crivelaro, Douglas Rodrigues, André Gifalli, João Paulo Papa, Carlos Guilherme Gonzales, André Nunes de Souza, Gustavo Vinícius Da Silva, Erasmo Silveira Neto

Proceedings of the 31st International Conference on Systems, Signals and Image Processing, 2024

A Quantum-inspired Approach to Estimate Optimum-Path Forest Prototypes based on the Traveling Salesman Problem.

Maria Angélica Krüger Miranda, Felipe Fernandes Fanchini, Leandro Aparecido Passos, Douglas Rodrigues, Kelton Augusto Pontara da Costa, Rafal Scherer, João Paulo Papa

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Graph Matching Networks Meet Optimum-Path Forest: How to Prune Ensembles Efficiently.

Danilo Samuel Jodas, Leandro A. Passos, Douglas Rodrigues, Kelton A. P. Costa, João Paulo Papa

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023

Nature-inspired optimum-path forest.

Luis Claudio Sugi Afonso, Douglas Rodrigues, João Paulo Papa

Evol. Intell., February, 2023

Fine-Tuning Restricted Boltzmann Machines Using No-Boundary Jellyfish.

Douglas Rodrigues, Gustavo Henrique de Rosa, Kelton Augusto Pontara da Costa, Danilo Samuel Jodas, João Paulo Papa

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Opposition-Based Jellyfish Search for Feature Selection.

Douglas Rodrigues, Kelton Augusto Pontara da Costa, Danilo S. Gastaldello, André Nunes de Souza, João Paulo Papa

Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

OPFsemble: An Ensemble Pruning Approach via Optimum-Path Forest.

Danilo Samuel Jodas, Leandro Aparecido Passos, Douglas Rodrigues, Thiago José Lucas, Kelton Augusto Pontara da Costa, João Paulo Papa

Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

Binary Flying Squirrel Optimizer for Feature Selection.

Luiz Fernando Merli de Oliveira Sementille, Douglas Rodrigues, André Nunes de Souuza, João Paulo Papa

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

2022

Convolutional neural networks ensembles through single-iteration optimization.

Luiz Carlos Felix Ribeiro, Gustavo H. de Rosa, Douglas Rodrigues, João P. Papa

Soft Comput., 2022

EEG Channel Selection for Person Identification Using Binary Grey Wolf Optimizer.

Zaid Abdi Alkareem Alyasseri, Osama Ahmad Alomari, Sharif Naser Makhadmeh, Seyedali Mirjalili, Mohammed Azmi Al-Betar, Salwani Abdullah, Nabeel Salih Ali, João P. Papa, Douglas Rodrigues, Ammar Kamal Abasi

IEEE Access, 2022

From Network Package Flow to Images: How to Accurately Detect Anomalies in Computer Networks.

Paulo R. Galego Hernandes Junior, Rafal Scherer, Lucas B. Januario, Douglas Rodrigues, João P. Papa, Kelton A. P. Costa

Proceedings of the 29th International Conference on Systems, Signals and Image Processing, 2022

2021

An incremental Optimum-Path Forest classifier and its application to non-technical losses identification.

Adriana S. Iwashita, Douglas Rodrigues, Danilo S. Gastaldello, André Nunes de Souza, João Paulo Papa

Comput. Electr. Eng., 2021

2020

Opytimizer: A Nature-Inspired Python Optimizer.

Gustavo Henrique de Rosa, Douglas Rodrigues, João Paulo Papa

Dataset, December, 2020

Adaptive Improved Flower Pollination Algorithm for Global Optimization.

Douglas Rodrigues, Gustavo Henrique de Rosa, Leandro Aparecido Passos, João Paulo Papa

Proceedings of the Nature-Inspired Computation in Data Mining and Machine Learning, 2020

On the Assessment of Nature-Inspired Meta-Heuristic Optimization Techniques to Fine-Tune Deep Belief Networks.

Leandro Aparecido Passos, Gustavo Henrique de Rosa, Douglas Rodrigues, Mateus Roder, João Paulo Papa

Proceedings of the Deep Neural Evolution - Deep Learning with Evolutionary Computation, 2020

A multi-objective artificial butterfly optimization approach for feature selection.

Douglas Rodrigues, Victor Hugo C. de Albuquerque, João Paulo Papa

Appl. Soft Comput., 2020

2019

Opytimizer: A Nature-Inspired Python Optimizer.

Gustavo Henrique de Rosa, Douglas Rodrigues, João Paulo Papa

Dataset, December, 2019

Quaternion-Based Backtracking Search Optimization Algorithm.

Leandro Aparecido Passos, Douglas Rodrigues, João Paulo Papa

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

On the Study of Commercial Losses in Brazil: A Binary Black Hole Algorithm for Theft Characterization.

Caio C. O. Ramos, Douglas Rodrigues, André N. de Souza, João Paulo Papa

IEEE Trans. Smart Grid, 2018

Fine Tuning Deep Boltzmann Machines Through Meta-Heuristic Approaches.

Leandro A. Passos, Douglas Rodrigues, João P. Papa

Proceedings of the 12th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2018

2017

Service-Oriented Architectures for a Flexible and Safe Use of Unmanned Aerial Vehicles.

Douglas Rodrigues, Rayner de Melo Pires, Emerson Alberto Marconato, Cristiana Areias, João Carlos Cunha, Kalinka R. L. J. Castelo Branco, Marco Vieira

IEEE Intell. Transp. Syst. Mag., 2017

Meta-heuristic multi- and many-objective optimization techniques for solution of machine learning problems.

Douglas Rodrigues, João P. Papa, Hojjat Adeli

Expert Syst. J. Knowl. Eng., 2017

LibOPT: An Open-Source Platform for Fast Prototyping Soft Optimization Techniques.

João Paulo Papa, Gustavo Henrique Rosa, Douglas Rodrigues, Xin-She Yang

CoRR, 2017

Pruning Optimum-Path Forest Classifiers Using Multi-Objective Optimization.

Douglas Rodrigues, André Nunes de Souza, João Paulo Papa

Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017

2016

EEG-based person identification through Binary Flower Pollination Algorithm.

Douglas Rodrigues, Gabriel F. A. Silva, João P. Papa, Aparecido Nilceu Marana, Xin-She Yang

Expert Syst. Appl., 2016

Social-Spider Optimization-based Support Vector Machines applied for energy theft detection.

Danillo Roberto Pereira, Mario A. Pazoti, Luís A. M. Pereira, Douglas Rodrigues, Caio C. O. Ramos, André N. de Souza, João P. Papa

Comput. Electr. Eng., 2016

2015

Binary Flower Pollination Algorithm and Its Application to Feature Selection.

Douglas Rodrigues, Xin-She Yang, André Nunes de Souza, João Paulo Papa

Proceedings of the Recent Advances in Swarm Intelligence and Evolutionary Computation, 2015

Black Hole Algorithm for non-technical losses characterization.

Douglas Rodrigues, Caio Cesar Oba Ramos, André Nunes de Souza, João Paulo Papa

Proceedings of the IEEE 6th Latin American Symposium on Circuits & Systems, 2015

2014

A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest.

Douglas Rodrigues, Luís A. M. Pereira, Rodrigo Y. M. Nakamura, Kelton A. P. Costa, Xin-She Yang, André N. de Souza, João Paulo Papa

Expert Syst. Appl., 2014

Knowledge Based Framework: A Case Study on Fast, Reliable, and Secure Web Services in UAVs.

Douglas Rodrigues, Arthur A. Chaves, Kalinka R. L. J. Castelo Branco, Rajiv Ramdhany, Geoff Coulson

Proceedings of the 11th International Conference on Information Technology: New Generations, 2014

A Binary Krill Herd Approach for Feature Selection.

Douglas Rodrigues, Luís A. M. Pereira, João Paulo Papa, Silke A. T. Weber

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Social-Spider Optimization-Based Artificial Neural Networks Training and Its Applications for Parkinson's Disease Identification.

Luís A. M. Pereira, Douglas Rodrigues, Patricia B. Ribeiro, João Paulo Papa, Silke A. T. Weber

Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

2013

BCS: A Binary Cuckoo Search algorithm for feature selection.

Douglas Rodrigues, Luís A. M. Pereira, T. N. S. Almeida, João Paulo Papa, André N. de Souza, Caio C. O. Ramos, Xin-She Yang

Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Optimizing Feature Selection through Binary Charged System Search.

Douglas Rodrigues, Luís A. M. Pereira, João P. Papa, Caio C. O. Ramos, André N. de Souza, Luciene P. Papa

Proceedings of the Computer Analysis of Images and Patterns, 2013

2012

BBA: A Binary Bat Algorithm for Feature Selection.

Rodrigo Y. M. Nakamura, Luís A. M. Pereira, Kelton A. P. Costa, Douglas Rodrigues, João P. Papa, Xin-She Yang

Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012

2011

Using SOA in Critical-Embedded Systems.

Douglas Rodrigues, Rayner de Melo Pires, Júlio Cezar Estrella, Emerson Alberto Marconato, Onofre Trindade Júnior, Kalinka Regina Lucas Jaquie Castelo Branco

Proceedings of the 2011 IEEE International Conference on Internet of Things (iThings) & 4th IEEE International Conference on Cyber, 2011

Performance evaluation of security techniques in web services.

Douglas Rodrigues, Daniel F. Pigatto, Júlio Cezar Estrella, Kalinka Regina Lucas Jaquie Castelo Branco

Proceedings of the iiWAS'2011, 2011

Application of SOA in Safety-Critical Embedded Systems.

Douglas Rodrigues, Rayner de Melo Pires, Júlio Cezar Estrella, Marco Vieira, Mário Corrêa, João Batista Camargo Jr., Kalinka Regina Lucas Jaquie Castelo Branco, Onofre Trindade Júnior

Proceedings of the Convergence and Hybrid Information Technology, 2011

Comparison and Analysis of Cryptographic Algorithms Aiming Performance Improvement in Secure Web Services.

Douglas Rodrigues, Daniel F. Pigatto, Júlio Cezar Estrella, Kalinka Regina Lucas Jaquie Castelo Branco

Proceedings of the 13th IEEE International Symposium on High-Assurance Systems Engineering, 2011