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2020 – today
- 2024
[j12]Leandro A. Passos
, Danilo Samuel Jodas, Kelton A. P. Costa, Luis Antônio de Souza, Douglas Rodrigues, Javier Del Ser, David Camacho, João Paulo Papa:
A review of deep learning-based approaches for deepfake content detection. Expert Syst. J. Knowl. Eng. 41(8) (2024)- [c24]Matheus Goes Crivelaro, Douglas Rodrigues, André Gifalli, João Paulo Papa, Carlos Guilherme Gonzales, André Nunes de Souza, Gustavo Vinícius Da Silva, Erasmo Silveira Neto:
Denoising Autoencoder for Partial Discharge Identification in Instrument Transformers. IWSSIP 2024: 1-7 - [c23]Pedro Lamkowski, Douglas Rodrigues, Leandro A. Passos, João P. Papa, Jurandy Almeida:
Neural Architecture Search for Enhancing Action Video Recognition in Compressed Domains. IWSSIP 2024: 1-7 - [c22]Thiago José Lucas, Leandro Aparecido Passos, Douglas Rodrigues, Danilo S. Jodas, João Paulo Papa, Kelton Augusto Pontara da Costa, Rafal Scherer:
Ensemble Diversity Pruning on Cybersecurity: Optimizing Intrusion Detection Systems. IWSSIP 2024: 1-6 - [c21]Carlos Alexandre Carvalho Tojeiro, Thiago José Lucas, Leandro A. Passos, Douglas Rodrigues, Simone G. D. Prado, João Paulo Papa, Kelton Augusto Pontara da Costa:
Enhancing Cyberattack Detection in IoT Environments Through Advanced Resampling Techniques. IWSSIP 2024: 1-6 - [c20]Rafael Junqueira Martarelli, Douglas Rodrigues, Clayton Reginaldo Pereira, Jurandy Almeida, João Paulo Papa:
Strategies for Classifier Selection Based on Genetic Programming for Multimedia Data Recognition. VISIGRAPP (2): VISAPP 2024: 788-795 - [i3]Leandro A. Passos, Douglas Rodrigues, Danilo S. Jodas, Kelton A. P. Costa, João Paulo Papa:
BioNeRF: Biologically Plausible Neural Radiance Fields for View Synthesis. CoRR abs/2402.07310 (2024) - [i2]Pedro Henrique Paiola, Gabriel Lino Garcia, João Renato Ribeiro Manesco, Mateus Roder, Douglas Rodrigues, João Paulo Papa:
Adapting LLMs for the Medical Domain in Portuguese: A Study on Fine-Tuning and Model Evaluation. CoRR abs/2410.00163 (2024) - 2023
- [j11]Luis Claudio Sugi Afonso, Douglas Rodrigues, João Paulo Papa:
Nature-inspired optimum-path forest. Evol. Intell. 16(1): 317-328 (2023) - [c19]Luiz Fernando Merli de Oliveira Sementille, Douglas Rodrigues, André Nunes de Souuza, João Paulo Papa:
Binary Flying Squirrel Optimizer for Feature Selection. BRACIS (3) 2023: 51-64 - [c18]Danilo Samuel Jodas, Leandro Aparecido Passos, Douglas Rodrigues, Thiago José Lucas, Kelton Augusto Pontara da Costa, João Paulo Papa:
OPFsemble: An Ensemble Pruning Approach via Optimum-Path Forest. IWSSIP 2023: 1-5 - [c17]Douglas Rodrigues, Kelton Augusto Pontara da Costa, Danilo S. Gastaldello, André Nunes de Souza, João Paulo Papa:
Opposition-Based Jellyfish Search for Feature Selection. IWSSIP 2023: 1-5 - [c16]Douglas Rodrigues, Gustavo Henrique de Rosa, Kelton Augusto Pontara da Costa, Danilo Samuel Jodas, João Paulo Papa:
Fine-Tuning Restricted Boltzmann Machines Using No-Boundary Jellyfish. VISIGRAPP (4: VISAPP) 2023: 65-73 - 2022
- [j10]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:
EEG Channel Selection for Person Identification Using Binary Grey Wolf Optimizer. IEEE Access 10: 10500-10513 (2022) - [j9]Luiz Carlos Felix Ribeiro, Gustavo H. de Rosa, Douglas Rodrigues, João P. Papa:
Convolutional neural networks ensembles through single-iteration optimization. Soft Comput. 26(8): 3871-3882 (2022) - [c15]Paulo R. Galego Hernandes Junior, Rafal Scherer, Lucas B. Januario, Douglas Rodrigues, João P. Papa, Kelton A. P. Costa:
From Network Package Flow to Images: How to Accurately Detect Anomalies in Computer Networks. IWSSIP 2022: 1-4 - 2021
- [j8]Adriana S. Iwashita, Douglas Rodrigues, Danilo S. Gastaldello, André Nunes de Souza, João Paulo Papa:
An incremental Optimum-Path Forest classifier and its application to non-technical losses identification. Comput. Electr. Eng. 95: 107389 (2021) - 2020
- [j7]Douglas Rodrigues, Victor Hugo C. de Albuquerque, João Paulo Papa:
A multi-objective artificial butterfly optimization approach for feature selection. Appl. Soft Comput. 94: 106442 (2020) - [p3]Leandro Aparecido Passos, Gustavo Henrique de Rosa, Douglas Rodrigues, Mateus Roder, João Paulo Papa:
On the Assessment of Nature-Inspired Meta-Heuristic Optimization Techniques to Fine-Tune Deep Belief Networks. Deep Neural Evolution 2020: 67-96 - [p2]Douglas Rodrigues, Gustavo Henrique de Rosa, Leandro Aparecido Passos, João Paulo Papa:
Adaptive Improved Flower Pollination Algorithm for Global Optimization. Nature-Inspired Computation in Data Mining and Machine Learning 2020: 1-21 - [d2]Gustavo Henrique de Rosa, Douglas Rodrigues, João Paulo Papa:
Opytimizer: A Nature-Inspired Python Optimizer. Version v2.1.2. Zenodo, 2020 [all versions]
2010 – 2019
- 2019
- [c14]Leandro Aparecido Passos, Douglas Rodrigues, João Paulo Papa:
Quaternion-Based Backtracking Search Optimization Algorithm. CEC 2019: 3014-3021 - [d1]Gustavo Henrique de Rosa, Douglas Rodrigues, João Paulo Papa:
Opytimizer: A Nature-Inspired Python Optimizer. Version v2.1.1. Zenodo, 2019 [all versions] - 2018
- [j6]Caio C. O. Ramos, Douglas Rodrigues, André N. de Souza, João Paulo Papa:
On the Study of Commercial Losses in Brazil: A Binary Black Hole Algorithm for Theft Characterization. IEEE Trans. Smart Grid 9(2): 676-683 (2018) - [c13]Leandro A. Passos, Douglas Rodrigues, João P. Papa:
Fine Tuning Deep Boltzmann Machines Through Meta-Heuristic Approaches. SACI 2018: 419-424 - 2017
- [j5]Douglas Rodrigues, João P. Papa, Hojjat Adeli:
Meta-heuristic multi- and many-objective optimization techniques for solution of machine learning problems. Expert Syst. J. Knowl. Eng. 34(6) (2017) - [j4]Douglas Rodrigues, Rayner de Melo Pires, Emerson Alberto Marconato, Cristiana Areias, João Carlos Cunha, Kalinka R. L. J. Castelo Branco, Marco Vieira:
Service-Oriented Architectures for a Flexible and Safe Use of Unmanned Aerial Vehicles. IEEE Intell. Transp. Syst. Mag. 9(1): 97-109 (2017) - [c12]Douglas Rodrigues, André Nunes de Souza, João Paulo Papa:
Pruning Optimum-Path Forest Classifiers Using Multi-Objective Optimization. SIBGRAPI 2017: 127-133 - [i1]João Paulo Papa, Gustavo Henrique Rosa, Douglas Rodrigues, Xin-She Yang:
LibOPT: An Open-Source Platform for Fast Prototyping Soft Optimization Techniques. CoRR abs/1704.05174 (2017) - 2016
- [j3]Danillo Roberto Pereira, Mario A. Pazoti, Luís A. M. Pereira, Douglas Rodrigues, Caio C. O. Ramos, André N. de Souza, João P. Papa:
Social-Spider Optimization-based Support Vector Machines applied for energy theft detection. Comput. Electr. Eng. 49: 25-38 (2016) - [j2]Douglas Rodrigues, Gabriel F. A. Silva, João P. Papa, Aparecido Nilceu Marana, Xin-She Yang:
EEG-based person identification through Binary Flower Pollination Algorithm. Expert Syst. Appl. 62: 81-90 (2016) - 2015
- [c11]Douglas Rodrigues, Caio Cesar Oba Ramos, André Nunes de Souza, João Paulo Papa:
Black Hole Algorithm for non-technical losses characterization. LASCAS 2015: 1-4 - [p1]Douglas Rodrigues, Xin-She Yang, André Nunes de Souza, João Paulo Papa:
Binary Flower Pollination Algorithm and Its Application to Feature Selection. Recent Advances in Swarm Intelligence and Evolutionary Computation 2015: 85-100 - 2014
- [j1]Douglas Rodrigues, Luís A. M. Pereira, Rodrigo Y. M. Nakamura, Kelton A. P. Costa, Xin-She Yang, André N. de Souza, João Paulo Papa:
A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest. Expert Syst. Appl. 41(5): 2250-2258 (2014) - [c10]Luís A. M. Pereira, Douglas Rodrigues, Patricia B. Ribeiro, João Paulo Papa, Silke A. T. Weber:
Social-Spider Optimization-Based Artificial Neural Networks Training and Its Applications for Parkinson's Disease Identification. CBMS 2014: 14-17 - [c9]Douglas Rodrigues, Luís A. M. Pereira, João Paulo Papa, Silke A. T. Weber:
A Binary Krill Herd Approach for Feature Selection. ICPR 2014: 1407-1412 - [c8]Douglas Rodrigues, Arthur A. Chaves, Kalinka R. L. J. Castelo Branco, Rajiv Ramdhany, Geoff Coulson:
Knowledge Based Framework: A Case Study on Fast, Reliable, and Secure Web Services in UAVs. ITNG 2014: 103-108 - 2013
- [c7]Douglas Rodrigues, Luís A. M. Pereira, João P. Papa, Caio C. O. Ramos, André N. de Souza, Luciene P. Papa:
Optimizing Feature Selection through Binary Charged System Search. CAIP (1) 2013: 377-384 - [c6]Douglas Rodrigues, Luís A. M. Pereira, T. N. S. Almeida, João Paulo Papa, André N. de Souza, Caio C. O. Ramos, Xin-She Yang:
BCS: A Binary Cuckoo Search algorithm for feature selection. ISCAS 2013: 465-468 - 2012
- [c5]Rodrigo Y. M. Nakamura, Luís A. M. Pereira, Kelton A. P. Costa, Douglas Rodrigues, João P. Papa, Xin-She Yang:
BBA: A Binary Bat Algorithm for Feature Selection. SIBGRAPI 2012: 291-297 - 2011
- [c4]Douglas Rodrigues, Daniel F. Pigatto, Júlio Cezar Estrella, Kalinka Regina Lucas Jaquie Castelo Branco:
Comparison and Analysis of Cryptographic Algorithms Aiming Performance Improvement in Secure Web Services. HASE 2011: 191-192 - [c3]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:
Application of SOA in Safety-Critical Embedded Systems. ICHIT (2) 2011: 345-354 - [c2]Douglas Rodrigues, Daniel F. Pigatto, Júlio Cezar Estrella, Kalinka Regina Lucas Jaquie Castelo Branco:
Performance evaluation of security techniques in web services. iiWAS 2011: 270-277 - [c1]Douglas Rodrigues, Rayner de Melo Pires, Júlio Cezar Estrella, Emerson Alberto Marconato, Onofre Trindade Júnior, Kalinka Regina Lucas Jaquie Castelo Branco:
Using SOA in Critical-Embedded Systems. iThings/CPSCom 2011: 733-738
Coauthor Index
aka: Kalinka R. L. J. Castelo Branco
aka: Kelton Augusto Pontara da Costa
aka: João P. Papa
aka: André Nunes de Souza
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