Publications
2026 | 2025 | 2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2013 | 2012 | 2011 | 2010 | 2009 | 2007
2026
Journal Papers
- Guilherme O. Santos, Carlos H. G. Ferreira, Gladston J. P. Moreira: Hp-Mocd: Um Algoritmo Evolucionário Multiobjetivo De Alto Desempenho Para Detecção De Comunidades Em Redes Complexas. REVISTA ELETRÔNICA DE INICIAÇÃO CIENTÍFICA 24(1):418-424, 2026.
[DOI: 10.5753/reic.2026.8488]
- Gabriel L. Souza, Anderson R. Duarte, Frederico R. B. Cruz, Gladston J. P. Moreira: Optimal Resource Allocation In Networks Of General Single-Server Finite Queues. JOURNAL OF THE BRAZILIAN COMPUTER SOCIETY (ONLINE) 32(1):919-930, 2026.
[DOI: 10.5753/jbcs.2026.5178]
- Arthur Negrão F. M. Costa, Pedro H. L. Silva, Vander L. S. Freitas, Gladston J. P. Moreira, Eduardo J. S. Luz: Benford?S Law As A Distributional Prior For Post-Training Quantization Of Large Language Models. Transactions on Machine Learning Research online(1):1-25, 2026.
[DOI: 10.48550/arXiv.2602.00165]
- Ivair R. Silva, Roger C. N. Ngassi, Gladston J. P. Moreira: Exact Non-Parametric Sequential Convergence Test For Samplers. JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS 475(1):117051-, 2026.
[DOI: 10.1016/j.cam.2025.117051]
- Fernando H. O. Duarte, Gladston J. P. Moreira, Eduardo J. S. Luz, Leonardo B. L. Santos, Vander L. S. Freitas: Leveraging Graph Neural Networks And Mobility Data For Covid-19 Forecasting. APPLIED SOFT COMPUTING (1):115242-, 2026.
[DOI: 10.1016/j.asoc.2026.115242]
- Guilherme A. L. Silva, Pedro H. L. Silva, Gladston J. P. Moreira, Vander L. de S. Freitas, Jadson C. Gertrudes, Eduardo J. da S. Luz: A Systematic Review Of Ecg Arrhythmia Classification: Embedded Feasibility, Adherence To Standards, And Fair Evaluation. RESEARCH ON BIOMEDICAL ENGINEERING 42(1):42-, 2026.
[DOI: 10.1007/s42600-026-00485-z]
Conference Proceedings - International
- Matheus Guedes Vilas Boas, Elizabeth Wanner, Gladston Juliano Prates Moreira: Interpretable Algorithm Selection Via Multi-Objective Evolutionary Decision Trees. GECCO '26: Genetic and Evolutionary Computation Conference, pp. 215-, 2026.
[DOI: 10.1145/3795095.3805097]
- Guilherme A. L. Silva, Pedro H. L. Silva, Matheus Peixoto, Gladston J.P. Moreira, Eduardo J. S. Luz: Lost In Quantization: Activation Outliers Explain Language-Specific Fp8 Sensitivity In Llama-3. International Conference on Computational Processing of Portuguese, pp. 1044-1048, 2026.
- Guilherme A. L. Silva, Pedro H. L. Silva, Matheus Peixoto, Gladston J. P. Moreira, Eduardo J. S. Luz: A Multitask Transformer For Offensive Language Detection And Target Identification In Hatebr. International Conference on Computational Processing of Portuguese, pp. 1049-1054, 2026.
- Andressa Oliveira, Luisa C. B. Cizilio, Icaro L. L. Vasconcelos, Marcos Nicolau, Wellington Souza, Maurício Silva, Gladston J P Moreira, Vander L. S. Freitas, Eduardo J. S. Luz: Spectral Graph Neural Networks For Fraud Detection On Sparse Transaction Networks: An Industrial Case Study. International Conference on Advances in Social Networks Analysis and Mining, pp. 1-15, 2026.
- Guilherme A. L. Silva, Pedro H. L. Silva, Arthur Negrão F. M. Costa, Gladston J P Moreira, Vander L. S. Freitas, Eduardo J. S. Luz: Physio-Ppt: Physiology-Anchored Patch-Order Self-Supervised Learning For Ecg Classification Under Low-Label Regimes. 36th Brazilian Conference on Intelligent Systems (Bracis), pp. 1-, 2026.
Conference Proceedings - National/Regional
- Artur B. Torres, Gladston J. P. Moreira: C19Epidemiologygraphs: A Spatial Graph Database With Global Covid-19 Epidemiological Vertex Features. Dataset Showcase Workshop, pp. -9, 2026.
[DOI: 10.5753/dsw.2026.249568]
- Guilherme O. Santos, Lucas S. Vieira, Carlos H. G. Ferreira, Gladston J. P. Moreira: Hp-Mocd: Viabilizando A Detecção De Comunidades Multiobjetivo Em Redes De Larga Escala. Brazilian Workshop on Social Network Analysis and Mining (BRASNAM), pp. 263-269, 2026.
[DOI: 10.5753/brasnam.2026.22901]
- Matheus G. Vilas Boas, Eduardo J. S. Luz, Gladston J P Moreira: Além Do Asp: Um Framework Multiobjetivo Evolucionário De Árvores De Decisão Para Tarefas De Classificação Binária. Simpósio Brasileiro de Pesquisa Operacional, pp. 1-, 2026.
- Roger C. N. Ngassi, Ivair R. Silva, Gladston J P Moreira: Accelerating Bart: A Sequential Non-Parametric Framework For Real-Time Mcmc Convergence. Simpósio Brasileiro de Pesquisa Operacional, pp. 1-, 2026.
- Luis G. O. Miranda, Pedro H. R. L. Oliveira, Pedro H. L. Silva, Vander L. S. Freitas, Eduardo J. S. Luz, Gladston J P Moreira, Conrado A. B. Galdino, Jadson C. Gertrudes: We Will Track You: A Multi-Criterion Evaluation Of Modern Object Detectors For Lizard Behavioral Analysis. 23º Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), pp. 1-, 2026.
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2025
Journal Papers
- Rayson Laroca, Valter Estevam, Gladston J P Moreira, Rodrigo Minetto, David Menotti: Advancing Multinational License Plate Recognition Through Synthetic And Real Data Fusion: A Comprehensive Evaluation. IET Intelligent Transport Systems 19(1):e70086-, 2025.
[DOI: 10.1049/itr2.70086]
- Guilherme O. Santos, Lucas S. Vieira, Giulio Rossetti, Carlos H. G. Ferreira, Gladston J P Moreira: A High-Performance Evolutionary Multiobjective Community Detection Algorithm. SOCIAL NETWORK ANALYSIS AND MINING 15(1):110-, 2025.
[DOI: 10.1007/s13278-025-01519-7]
- Dênis R. X. Oliveira, Gladston J. P. Moreira, Anderson R. Duarte: Arbitrarily Shaped Spatial Cluster Detection Via Reinforcement Learning Algorithms. ENVIRONMENTAL AND ECOLOGICAL STATISTICS 1(1):1-, 2025.
[DOI: 10.1007/s10651-025-00649-7]
Conference Proceedings - International
- Pedro H. L. Silva, Guilherme A. L. Silva, Pablo Coelho, Vander Freitas, Gladston Moreira, David Menotti, Eduardo Luz: Pd-Loss: Proxy-Decidability For Efficient Metric Learning. 2025 38th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-6, 2025.
[DOI: 10.1109/sibgrapi67909.2025.11223414]
- Pedro Castro, Pedro H. L. Silva, David Menotti, Gladston Moreira, Eduardo Luz: Simultaneous Learning Loss For Improved Cross-Domain Knowledge Transfer. 2025 38th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-6, 2025.
[DOI: 10.1109/sibgrapi67909.2025.11223408]
- Marcus D. Almeida, Ivair R. Silva, Vander L. S. Freitas, Eduardo J. S. Luz, Gladston J. P. Moreira: A Nas-Optimized Deep Learning Model For Customer Churn Prediction In Financial Services. 35th Brazilian Conference on Intelligent Systems (Bracis), pp. 1-, 2025.
[DOI: 10.1007/978-3-032-15987-8_5]
- Gladston J. P. Moreira, Ivan R. Meneghini, Elizabeth F. Wanner: Maximum Dispersion, Maximum Concentration: Enhancing The Quality Of Mop Solutions. 35th Brazilian Conference on Intelligent Systems (Bracis), pp. 1-, 2025.
[DOI: 10.1007/978-3-032-15984-7_11]
- Dênis R. X. Oliveira, Anderson R. Duarte, Andre L. C. Ottoni, Gladston J. P. Moreira: Multi-Objective Reinforcement Learning Algorithm For Irregular Spatial Clusters Detection. The 24th EPIA Conference on Artificial Intelligence, pp. 413-425, 2025.
[DOI: 10.1007/978-3-032-05176-9_32]
Conference Proceedings - National/Regional
- Sara Câmara, Eduardo Luz, Valéria Carvalho, Ivan Reinaldo Meneghini, Gladston Moreira: Moprompt: Multi-Objective Semantic Evolution For Prompt Optimization. Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana, pp. 78-89, 2025.
[DOI: 10.5753/stil.2025.37815]
- Icaro L. L. Vasconcelos, Augusto F. Guilarducci, Jadson C. Gertrudes, Gladston J.P. Moreira, Vander L. S. Freitas, Eduardo J. S. Luz: Uncovering Collaboration Patterns In Brazilian Computer Science Graduate Programs Through Network Embeddings. Brazilian Workshop on Social Network Analysis and Mining (BRASNAM), pp. 106-119, 2025.
[DOI: 10.5753/brasnam.2025.8840]
- Pablo G. Almeida, Guilherme A. L. Silva, Valéria C. Santos, Gladston J.P. Moreira, Pedro H. L. Silva, Eduardo J. S. Luz: Deep Learning For School Dropout Detection: A Comparison Of Tabular And Graph-Based Models For Predicting At-Risk Students. XVII Congresso Brasileiro de Inteligência Computacional, pp. 1-8, 2025.
[DOI: 10.21528/CBIC2025-1191400]
- Michele S. Andrade, Guilherme A. L. Silva, Valéria C. Santos, Gladston J.P. Moreira, Eduardo J. S. Luz: Investigating The Impact Of Large-Scale Pre-Training On Nutritional Content Estimation From 2D Images. XVII Congresso Brasileiro de Inteligência Computacional, pp. 1-7, 2025.
[DOI: 10.21528/CBIC2025-1176001]
- Lucas F. Pereira, Pedro H. L. Silva, Valéria C. Santos, Andre L. C. Ottoni, Gladston J.P. Moreira, Eduardo J. S. Luz: Robust Landmark Recognition With Out-Of-Distribution Detection Using Deep Features And K-Nearest Neighbors. XVII Congresso Brasileiro de Inteligência Computacional, pp. 1-8, 2025.
[DOI: 10.21528/CBIC2025-1175623]
- Gustavo V. Nascimento, Ivan R. Meneghini, Valéria C. Santos, Eduardo J. S. Luz, Gladston J.P. Moreira: Enhancing Decision Space Diversity In Multi-Objective Evolutionary Optimization For The Diet Problem. XVII Congresso Brasileiro de Inteligência Computacional, pp. 1-7, 2025.
[DOI: 10.21528/CBIC2025-1168382]
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2024
Conference Proceedings - International
- Dênis Oliveira, Anderson R. Duarte, Eduardo Luz, Gladston Moreira: Reinforcement Learning For The Detection Of Arbitrary Shaped Spatial Clusters. 2024 IEEE Latin American Conference on Computational Intelligence (LACCI), pp. 1-6, 2024.
[DOI: 10.1109/la-cci62337.2024.10814900]
- Pablo Coelho, Guilherme A. L. Silva, Dênis R. X. Oliveira, Gladston J.P. Moreira, Eduardo J. S. Luz, Pedro H. L. Silva: Periocular Efficientnet: A Deep Model For Periocular Recognition. IEEE Latin American Conference on Computational Intelligence (LACCI), pp. 1-6, 2024.
[DOI: 10.1109/LA-CCI62337.2024.10814790]
- Adriano Andrade, Guilherme A. L. Silva, Pedro H. L. Silva, Dênis R. X. Oliveira, Gladston J.P. Moreira, Eduardo J. S. Luz: Exploring Remote Cardiac Signals For Biometric Verification: A Study Using Eulerian Video Magnification. IEEE Latin American Conference on Computational Intelligence (LACCI), pp. 1-6, 2024.
[DOI: 10.1109/LA-CCI62337.2024.10814755]
- Guilherme A. L. Silva, Pedro H. L. Silva, Gladston J.P. Moreira, Eduardo J. S. Luz: Bridging The Gap In Ecg Classification: Integrating Self-Supervised Learning With Human-In-The-Loop Amid Medical Equipment Hardware Constraints. International Symposium on Applied Reconfigurable Computing, pp. 63-74, 2024.
[DOI: 10.1007/978-3-031-55673-9_5]
Conference Proceedings - National/Regional
- Amanda S. Oliveira, Pedro H. L. Silva, Valéria C. Santos, Gladston J. P. Moreira, Vander L. S. Freitas, Eduardo J. S. Luz: Toxic Text Classification In Portuguese: Is Llama 3.1 8B All You Need?. Brazilian Symposium on Information and Human Language Technology (STIL 2024), pp. 57-66, 2024.
[DOI: 10.5753/stil.2024.245416]
- Guilherme Silva, Arthur Negrão, Gladston Moreira, Eduardo Luz, Pedro Silva: An Embedding Multitask Neural Network For Efficient Arrhythmia Detection. Simpósio Brasileiro de Computação Aplicada à Saúde, pp. 412-423, 2024.
[DOI: 10.5753/sbcas.2024.2378]
- Jean Christopher Pinheiro, Vitória Chrissie de O. Pinheiro, Rodrigo Silva, Gladston Moreira, Pedro H. L. Silva, Eduardo J. S. Luz: Zero-Shot Skull Stripping For Alzheimer?S Disease Classification With The Segment Anything Model. Encontro Nacional de Inteligência Artificial e Computacional, pp. 156-167, 2024.
[DOI: 10.5753/eniac.2024.245169]
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2023
Journal Papers
- Gabriel L. Souza, Anderson R. Duarte, Gladston J. P. Moreira, Frederico R. B. Cruz: Post-Processing Improvements In Multi-Objective Optimization Of General Single-Server Finite Queueing Networks. IEEE Latin America Transactions 21(1):381-388, 2023.
[DOI: 10.1109/TLA.2023.10068841]
Conference Proceedings - International
- Fernando H. O. Duarte, Gladston J P Moreira, Eduardo J. S. Luz, Leonardo B.L. Santos, Vander L. S. Freitas: Time Series Forecasting Of Covid-19 Cases In Brazil With Gnn And Mobility Networks. Brazilian Conference on Intelligent Systems, pp. 361-375, 2023.
[DOI: 10.1007/978-3-031-45392-2_24]
- Lauro A. G. Moraes, Eduardo J. S. Luz, Gladston J P Moreira: Physicochemical Properties For Promoter Classification. Brazilian Conference on Intelligent Systems, pp. 368-382, 2023.
[DOI: 10.1007/978-3-031-45389-2_25]
- Pedro Castro, Gabriel C. Fortuna, Pedro H. L. Silva, Andrea G. C. Bianchi, Gladston J P Moreira, Eduardo J. S. Luz: Merging Traditional Feature Extraction And Deep Learning For Enhanced Hop Variety Classification: A Comparative Study Using The Ufop-Hvd Dataset. Brazilian Conference on Intelligent Systems, pp. 307-322, 2023.
[DOI: 10.1007/978-3-031-45389-2_21]
Conference Proceedings - National/Regional
- João G. F. Zénobio, Pedro H. L. Silva, Eduardo J. S. Luz, Gladston J. P. Moreira, Conrado A. B. Galdino, Jadson C. Gertrudes: Reptilerecon: Um Arcabouço Para Extração E Análise De Sinais De Lagartos. SIMPÓSIO BRASILEIRO DE BANCOS DE DADOS (SBBD 2023), pp. 154-166, 2023.
[DOI: 10.5753/sbbd.2023.231703]
- Fernando H. O. Duarte, Gladston J. P. Moreira, Eduardo J. S. Luz, Leonardo B. L. Santos, Vander L. S. Freitas: Correlations Between Epidemiological Time Series Forecasting And Influence Regions Of Brazilian Cities. Brazilian Symposium on Geoinformatics (GEOINFO), pp. 340-345, 2023.
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2022
Journal Papers
- Pedro Castro, Gladston J. P. Moreira, Eduardo Luz: An End-To-End Deep Learning System For Hop Classification. IEEE Latin America Transactions 20(1):430-442, 2022.
[DOI: 10.1109/tla.2022.9667141]
- Emerson C. Bodevan, Luiz H. Duczmal, Anderson R. Duarte, Pedro H. L. Silva, Gladston J. P. Moreira: Multi-Objective Approach For Multiple Clusters Detection In Data Points Events. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION 51(1):1313-1332, 2022.
[DOI: 10.1080/03610918.2019.1667392]
- Lauro Moraes, Pedro Silva, Eduardo Luz, Gladston Moreira: Capsprom: A Capsule Network For Promoter Prediction. COMPUTERS IN BIOLOGY AND MEDICINE 147(1):105627-, 2022.
[DOI: 10.1016/j.compbiomed.2022.105627]
- Eduardo Luz, Pedro Silva, Rodrigo Silva, Ludmila Silva, João Guimarães, Gustavo Miozzo, Gladston Moreira, David Menotti: Towards An Effective And Efficient Deep Learning Model For Covid-19 Patterns Detection In X-Ray Images. RESEARCH ON BIOMEDICAL ENGINEERING 38(1):149-162, 2022.
[DOI: 10.1007/s42600-021-00151-6]
Conference Proceedings - International
- Guilherme Silva, Pedro Silva, Mariana Mota, Eduardo Luz, Gladston Moreira: An Efficient Contact Lens Spoofing Classification. 24th International Conference on Enterprise Information Systems, pp. 441-, 2022.
[DOI: 10.5220/0010868500003179]
- Pedro H. Silva, Gladston Moreira, Vander Freitas, Rodrigo Silva, David Menotti, Eduardo Luz: A Decidability-Based Loss Function. 2022 International Joint Conference on Neural Networks (IJCNN), pp. 1-8, 2022.
[DOI: 10.1109/ijcnn55064.2022.9891934]
Conference Proceedings - National/Regional
- Carlos G. Freitas, Pedro H. L. Silva, Gladston J. P. Moreira, Eduardo J. S. Luz: Rede Neural Convolucional E Lstm Para Biometria Baseada Em Eeg No Modo De Identificação. XXII Simpósio Brasileiro de Computação Aplicada à Saúde, 2022.
[DOI: 10.5753/sbcas.2022.222647]
- Rafael F. Oliveira, Vander L. S. Freitas, Gladston J. P. Moreira, Eduardo J. S. Luz: Explorando Redes Neurais De Grafos Para Classificação De Arritmias. XXII Simpósio Brasileiro de Computação Aplicada à Saúde, 2022.
[DOI: 10.5753/sbcas.2022.222510]
- Guilherme A. L. Silva, Pedro H. L. Silva, Vander L.S. Freitas, Gladston J. P. Moreira, Eduardo J. S. Luz: Cardiac Arrhythmia Detection In Ecg Signals Using Graph Convolutional Network. XXII Simpósio Brasileiro de Computação Aplicada à Saúde, 2022.
[DOI: 10.5753/sbcas.2022.222434]
- Rafael F. Oliveira, Anderson A. Ferreira, Gladston J. P. Moreira, Eduardo J. S. Luz: Um Método Ensemble Para Classificação De Arritmias: Uma Avaliação Em Mais De 10 Mil Registros De Sinais De Ecg. XXII Simpósio Brasileiro de Computação Aplicada à Saúde, 2022.
[DOI: 10.5753/sbcas.2022.222429]
- Marcus Almeida, Mariana Mota, Wellington Souza, Marcos Nicolau, Eduardo Luz, Gladston Moreira: A Temporal Approach To Customer Churn Prediction: A Case Study For Financial Services. Encontro Nacional de Inteligência Artificial e Computacional, pp. 83-94, 2022.
[DOI: 10.5753/eniac.2022.227571]
- Andressa O. Souza, Mariana Mota, Helen C. S. C. Lima, Wellington Souza, Marcos Nicolau, Gladston Moreira, Eduardo J. S. Luz: Fraudulent Account Detection Using Hierarchical Classification. Encontro Nacional de Inteligência Artificial e Computacional, pp. 306-317, 2022.
[DOI: 10.5753/eniac.2022.227330]
- Pedro H. L. Silva, Eduardo J. S. Luz, Larissa Silva, Caio Gonçalves, Dênis R. X. Oliveira, Rodrigo C. P. Silva, Gladston J. P. Moreira: Deep Learning-Based Covid-19 Screening Using Photographs Of Chest X-Rays Displayed In Computer Monitors. Brazilian Conference on Intelligent Systems, pp. 510-522, 2022.
[DOI: 10.1007/978-3-031-21689-3_36]
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2021
Journal Papers
- Mariana R. F. Mota, Pedro H. L. Silva, Eduardo J. S. Luz, Gladston J. P. Moreira, Thiago Schons, Lauro A. G. Moraes, David Menotti: A Deep Descriptor For Cross-Tasking Eeg-Based Recognition. PEERJ COMPUTER SCIENCE 7(1):e549-, 2021.
[DOI: 10.7717/peerj-cs.549]
- Débora N. Diniz, Mariana T. Rezende, Andrea G. C. Bianchi, Claudia M. Carneiro, Eduardo J. S. Luz, Gladston J. P. Moreira, Daniela M. Ushizima, Fátima N. S. de Medeiros, Marcone J. F. Souza: A Deep Learning Ensemble Method To Assist Cytopathologists In Pap Test Image Classification. JOURNAL OF IMAGING 7(1):111-, 2021.
[DOI: 10.3390/jimaging7070111]
- Guilherme A. L. Silva, Pedro H. L. Silva, Valéria C. Santos, Alan Kardek, Eduardo J. S. Luz, Gladston J.P. Moreira: A Vns Algorithm For Pid Controller: Hardware-In-The-Loop Approach. IEEE Latin America Transactions 19(1):1502-1510, 2021.
[DOI: 10.1109/TLA.2021.9468443]
- Dênis Ricardo Xavier de Oliveira, Gladston Moreira, Anderson Ribeiro Duarte, André Cançado, Eduardo Luz: Spatial Cluster Analysis Using Particle Swarm Optimization And Dispersion Function. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION 50(1):2368-2385, 2021.
[DOI: 10.1080/03610918.2019.1602731]
- Ricardo Couto, Luiz H. Duczmal, Denise Burgarelli, Felipe Álvares, Gladston J. P. Moreira: Nonparametric Dependence Modeling Via Cluster Analysis: A Financial Contagion Application. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION 50(1):537-556, 2021.
[DOI: 10.1080/03610918.2018.1563152]
- Pedro Castro, Eduardo Luz, Gladston Moreira: Dataset For Hop Varieties Classification. DATA IN BRIEF 38(1):107312-, 2021.
[DOI: 10.1016/j.dib.2021.107312]
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2020
Journal Papers
- Vander L.S. Freitas, Gladston J.P. Moreira, Leonardo B.L. Santos: Robustness Analysis In An Inter-Cities Mobility Network: Modeling Municipal, State And Federal Initiatives As Failures And Attacks Toward Sars-Cov-2 Containment. PeerJ 8(1):e10287-, 2020.
[DOI: 10.7717/peerj.10287]
- Pedro Silva, Eduardo Luz, Guilherme Silva, Gladston Moreira, Elizabeth Wanner, Flavio Vidal, David Menotti: Towards Better Heartbeat Segmentation With Deep Learning Classification. Scientific Reports 10(1):20701-, 2020.
[DOI: 10.1038/s41598-020-77745-0]
- Pedro Silva, Eduardo Luz, Guilherme Silva, Gladston Moreira, Rodrigo Silva, Diego Lucio, David Menotti: Covid-19 Detection In Ct Images With Deep Learning: A Voting-Based Scheme And Cross-Datasets Analysis. Informatics in Medicine Unlocked 20(1):100427-, 2020.
[DOI: 10.1016/j.imu.2020.100427]
Conference Proceedings - International
- Gabriel L Souza, Anderson R Duarte, Gladston J P Moreira, Frederico R B Cruz: A Novel Formulation For Multi-Objective Optimization Of General Finite Single-Server Queueing Networks. 2020 IEEE Congress on Evolutionary Computation (CEC), pp. 1-, 2020.
[DOI: 10.1109/CEC48606.2020.9185827]
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2019
Journal Papers
- Pedro Lopes Silva, Eduardo Luz, Gladston Moreira, Lauro Moraes, David Menotti: Chimericaldataset Creation Protocol Based On Doddington Zoo: A Biometric Application With Face, Eye, And Ecg. SENSORS 19(1):2968-, 2019.
[DOI: 10.3390/s19132968]
Conference Proceedings - International
- Diego R. Lucio, Rayson Laroca, Luiz A. Zanlorensi, Gladston Moreira, David Menotti: Simultaneous Iris And Periocular Region Detection Using Coarse Annotations. 2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 178-7, 2019.
[DOI: 10.1109/sibgrapi.2019.00032]
Conference Proceedings - National/Regional
- Gladston Moreira, Luis Paquete: Guiding Under Uniformity Measure In The Decision Space. 2019 IEEE Latin American Conference on Computational Intelligence (LACCI), pp. 1-, 2019.
[DOI: 10.1109/LA-CCI47412.2019.9037034]
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2018
Journal Papers
- Fernando L. P. Oliveira, André L. F. Cançado, Gustavo de Souza, Gladston J. P. Moreira, Martin Kulldorff: Border Analysis For Spatial Clusters. International Journal of Health Geographics 17(1):5-, 2018.
[DOI: 10.1186/s12942-018-0124-1]
- Eduardo Jose da Silva Luz, Gladston J. P. Moreira, Luiz S. Oliveira, William Robson Schwartz, David Menotti: Learning Deep Off-The-Person Heart Biometrics Representations. IEEE Transactions on Information Forensics and Security 13(1):1258-1270, 2018.
[DOI: 10.1109/tifs.2017.2784362]
- Eduardo Luz, Gladston Moreira, Luiz Antonio Zanlorensi Junior, David Menotti: Deep Periocular Representation Aiming Video Surveillance. PATTERN RECOGNITION LETTERS 114(1):2-12, 2018.
[DOI: 10.1016/j.patrec.2017.12.009]
- Felipe O. Mota, Elizabeth F. Wanner, Eduardo J. S. Luz, Gladston J P Moreira: Vnd-Based Local Search Operator For Equality Constraint Problems In Pso Algorithm. ELECTRONIC NOTES IN DISCRETE MATHEMATICS 66(1):111-118, 2018.
[DOI: 10.1016/j.endm.2018.03.015]
Conference Proceedings - International
- Pedro H. Silva, Eduardo Luz, Luiz A. Zanlorensi, David Menotti, Gladston Moreira: Multimodal Feature Level Fusion Based On Particle Swarm Optimization With Deep Transfer Learning. 2018 IEEE Congress on Evolutionary Computation (CEC), pp. 1-8, 2018.
[DOI: 10.1109/cec.2018.8477817]
- Evair Severo, Rayson Laroca, Cides S. Bezerra, Luiz A. Zanlorensi, Daniel Weingaertner, Gladston Moreira, David Menotti: A Benchmark For Iris Location And A Deep Learning Detector Evaluation. 2018 International Joint Conference on Neural Networks (IJCNN), pp. 1-7, 2018.
[DOI: 10.1109/IJCNN.2018.8489638]
- Felipe Mota, Vinicius Almeida, Elizabeth F. Wanner, Gladston Moreira: Hybrid Pso Algorithm With Iterated Local Search Operator For Equality Constraints Problems. 2018 IEEE Congress on Evolutionary Computation (CEC), pp. 1-6, 2018.
[DOI: 10.1109/CEC.2018.8477884]
- Pedro H. L. Silva, Eduardo J. S. Luz, Elizabeth F. Wanner, David Menotti, Gladston J. P. Moreira: Qrs Detection In Ecg Signal With Convolutional Network. 23rd Iberoamerican Congress on Pattern Recognition, pp. 802-809, 2018.
[DOI: 10.1007/978-3-030-13469-3_93]
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2017
Journal Papers
- Eduardo J. da S. Luz, Luiz H.C. Merschmann, David Menotti, Gladston J.P. Moreira: Evaluating A Hierarchical Approach For Heartbeat Classification From Ecg. INTERNATIONAL JOURNAL OF BIOINFORMATICS RESEARCH AND APPLICATIONS (PRINT) 13(1):146-160, 2017.
[DOI: 10.1504/ijbra.2017.10003488]
- Conrado Galdino, Stefânia Ventura, Gladston Moreira: Unveiling A Spatial Tail Breakage Outbreak In A Lizard Population. The Journal Amphibia-Reptilia 38(1):238-242, 2017.
[DOI: 10.1163/15685381-00003094]
- Gabriel Garcia, Gladston Moreira, David Menotti, Eduardo Luz: Inter-Patient Ecg Heartbeat Classification With Temporal Vcg Optimized By Pso. Scientific Reports 7(1):10543-, 2017.
[DOI: 10.1038/s41598-017-09837-3]
Conference Proceedings - International
- Paulo H. C. Oliveira, Gladston Moreira, Daniela M. Ushizima, Claudia M. Carneiro, Fatima N. S. Medeiros, Flavio H. D. de Araujo, Romuere R. V. E Silva, Andrea G. C. Bianchi: A Multi-Objective Approach For Calibration And Detection Of Cervical Cells Nuclei. 2017 IEEE Congress on Evolutionary Computation (CEC), pp. 2321-, 2017.
[DOI: 10.1109/cec.2017.7969586]
- Fernando Bernardo, Gladston Moreira, Eduardo Luz, Paulo H. C. Oliveira, Alvaro Gaurda: Exploring The Scalability Of Multiple Signatures In Iris Recognition Using Ga On The Acceptance Frontier Search. 2017 IEEE Congress on Evolutionary Computation (CEC), pp. 1843-, 2017.
[DOI: 10.1109/cec.2017.7969525]
- Thiago Schons, Gladston J P Moreira, Pedro H. L. Silva, Vitor N. Coelho, Eduardo J. S. Luz: Convolutional Network For Eeg-Based Biometric. 22nd Iberoamerican Congress on Pattern Recognition, pp. 601-608, 2017.
[DOI: 10.1007/978-3-319-75193-1_72]
Book Chapters
- Gladston J. P. Moreira, Luís Paquete, Luiz H. Duczmal, David Menotti, Ricardo H. C. Takahashi: Spatial Cluster Detection Through A Dynamic Programming Approach. In: Handbook Of Scan Statistics, vol. 1. pp. 1-13, 2017.
[DOI: 10.1007/978-1-4614-8414-1_40-1]
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2016
Conference Proceedings - International
- Gabriel C. Garcia, Gladston J P Moreira, Eduardo J. S. Luz, David Menotti: Improving Automatic Cardiac Arrhythmia Classification: Joining Temporal-Vcg, Complex Networks And Svm Classifier. International Joint Conference on Neural Networks (IJCNN 2016), pp. 3896-3900, 2016.
[DOI: 10.1109/IJCNN.2016.7727704]
- Gladston J P Moreira, Eduardo J. S. Luz, David Menotti: Optimizing Acceptance Frontier Using Pso And Ga For Multiple Signature Iris Recognition. IEEE Congress on Evolutionary Computation (CEC 2016), pp. 4592-4598, 2016.
[DOI: 10.1109/CEC.2016.7744375]
- Dênis R. X. Oliveira, Gladston J P Moreira, Eduardo J. S. Luz, Marcone J. F. Souza: A New Irregular Spatial Cluster Detection Through Multi-Objective Particle Swarm Optimization. IEEE Congress on Evolutionary Computation (CEC 2016), pp. 403-407, 2016.
[DOI: 10.1109/CEC.2016.7743822]
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2015
Journal Papers
- Gladston J. P. Moreira, Luís Paquete, Luiz H. Duczmal, David Menotti, Ricardo H. C. Takahashi: Multi-Objective Dynamic Programming For Spatial Cluster Detection. ENVIRONMENTAL AND ECOLOGICAL STATISTICS 22(1):369-391, 2015.
[DOI: 10.1007/s10651-014-0302-7]
Conference Proceedings - International
- V. Queiroz, Eduardo J. S. Luz, Gladston J P Moreira, Alvaro Guarda, David Menotti: Automatic Cardiac Arrhythmia Detection And Classification Using Vectorcardiograms And Complex Networks. International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 5203-5206, 2015.
[DOI: 10.1109/embc.2015.7319564]
- Sandro L. J. L. Tinôco, David Menotti, Jefersson A. dos Santos, Gladston J P Moreira: A Multi-Objective Approach For Building Hyperspectral Remote Sensed Image Classifier Combiners. 8th International Conference on Evolutionary Multi-Criterion Optimization (EMO'2015), pp. 544-556, 2015.
[DOI: 10.1007/978-3-319-15892-1_37]
- Luiz H Duczmal, Gladston J P Moreira, Luís Paquete, David Menotti, Ricardo H C Takahashi, Denise D.. Burgarelli: Dry Climate As A Predictor Of Chagas? Disease Irregular Clusters: A Covariate Study. Conference of the International Society for Disease Surveillance (ISDS 2014), 2015.
- Diego A. Santana, Geraldo L. Faria, Gladston J P Moreira, David Menotti: Average Grain Size Estimation On Metallic Materials Using Image Analysis. XI Workshop de Visão Computacional, pp. 434-439, 2015.
Conference Proceedings - National/Regional
- Gladston J P Moreira, Anderson R. Duarte, David Menotti: Um Algoritmo Enxame De Partículas Binário Para Detecção De Clusters Irregulares. 12o Congresso Brasileiro de Inteligência Computacional, pp. 1-5, 2015.
[DOI: 10.21528/CBIC2015-027]
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2013
Conference Proceedings - National/Regional
- Henrique. J. P. Alves, Fernando L. P. Oliveira, Gladston J P Moreira, Camila P. Texeira: Uma Aplicação Experimental Da Estatística Espacial Scan Circular. XXI SEIC Encontro de Saberes, 2013.
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2012
Conference Proceedings - International
- Thiago Santos, Ricardo H C Takahashi, Gladston J P Moreira: A Cma Stochastic Differential Equation Approach For Many-Objective Optimization. IEEE Congress on Evolutionary Computation (CEC'2012), pp. 1-6, 2012.
[DOI: 10.1109/CEC.2012.6253014]
- Gladston J P Moreira, Luiz H. Duczmal, Luís Paquete, Ricardo H C Takahashi: Constrained Dynamic Programming Approach To Spatial Cluster Detection. Sixth International Workshop on Applied Probability (IWAP 2012), pp. 26-26, 2012.
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2011
Journal Papers
- Luiz H Duczmal, Gladston J P Moreira, Denise Burgarelli, Ricardo H C Takahashi, Flavia C O Magalhaes, E. C. Bodevan: Voronoi Distance Based Prospective Space-Time Scans For Point Data Sets: A Dengue Fever Cluster Analysis In A Southeast Brazilian Town. International Journal of Health Geographics 10(1):29-, 2011.
[DOI: 10.1186/1476-072X-10-29]
Conference Proceedings - International
- Emerson C. Bodevan, Luiz H. Duczmal, Gladston J P Moreira, Anderson R. Duarte, Flavia C.O. Magalhães: Significant Multiple High-And Low-Risk Regions In Event Data Maps. International Society for Disease Surveillance 10th Annual Conference (ISDS 2011), 2011.
- Gladston J P Moreira, Luiz H. Duczmal, Luís Paquete, Ricardo H C Takahashi: Spatial Cluster Detection Through Constrained Dynamic Programming. International Society for Disease Surveillance 10th Annual Conference (ISDS 2011), 2011.
- Luiz H. Duczmal, Gladston J P Moreira, Denise D.. Burgarelli, Ricardo H C Takahashi, Flavia C.O. Magalhães, Emerson C. Bodevan: A Voronoi Based Prospective Scan For Spacetime Clusters Of Geo-Referenced Individuals: A Pilot Study Of Dengue Fever Surveillance. 10th international Conference on Urban Health (ICUH 2011), pp. 42-42, 2011.
- Renata E. Onety, Gladston J P Moreira, Oriane M. Neto, Ricardo H C Takahashi: Variable Neighborhood Multiobjective Genetic Algorithm For The Optimization Of Routes On Ip Networks. 6th International Conference on Evolutionary Multi-Criterion Optimization (EMO'2011), pp. 433-447, 2011.
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2010
Conference Proceedings - International
- Gladston J P Moreira, Elizabeth F. Wanner, Frederico G. Guimarães, Luiz H. Duczmal, Ricardo H. C. Takahashi: Lmi Formulation For Multiobjective Learning In Radial Basis Function Neural Networks. The 2010 International Joint Conference on Neural Networks (IJCNN), pp. 1-7, 2010.
[DOI: 10.1109/IJCNN.2010.5596964]
- Renata E. Onety, Gladston J P Moreira, L. Errico: Abordagem Multiobjetivo Baseada Em Ag E Vns Para Otimização De Rotas Em Redes Ip. 2ª Escola Luso-Brasileira de Computação Evolutiva (ELBCE), 2010.
- Luiz H. Duczmal, Gladston J P Moreira, Denise D.. Burgarelli, Ricardo H. C. Takahashi, Flavia C.O. Magalhães, Emerson C. Bodevan: A Voronoi Based Scan For Space-Time Cluster Detection In Point Event Data. 9th Annual Conference of the International Society for Disease Surveillance (ISDS 2010), pp. 18-19, 2010.
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2009
Conference Proceedings - International
- Flavia C.O. Magalhães, Luiz H. Duczmal, S. J. Ferreira Neto, Andre L. F. Cancado, Anderson R. Duarte, Gladston J P Moreira, Denise D.. Burgarelli: Vigilância Sindrômica Da Dengue. IV Congresso Brasileiro de Telemedicina e Telessaúde, 2009.
- Luiz H. Duczmal, Flavia C.O. Magalhães, S. J. Ferreira Neto, Gladston J P Moreira, Anderson R. Duarte, Andre L. F. Cancado, Denise D.. Burgarelli: Syndromic Surveillance Of Dengue Fever In Brazil At The Individual Level. Eighth Annual International Society for Disease Surveillance (ISDS) Conference, 2009.
Conference Proceedings - National/Regional
- Elizabeth F. Wanner, Gladston J P Moreira, Eduardo G. Carrano, Ricardo H. C. Takahashi, Luiz H. Duczmal: Multi-Objective Training Of Rbf Networks For Large Data Sets With Lmi'S. IX Congresso Brasileiro de Redes Neurais (CBRN), 2009.
[DOI: 10.21528/CBRN2009-001]
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2007
Conference Proceedings - International
- Gladston J P Moreira, Ricardo H. C. Takahashi, Luiz H. Duczmal: Delineating Spatial Clusters With Artificial Neural Networks. Sixth Annual International Society for Disease Surveillance Conference, pp. 104-104, 2007.
- Luiz H. Duczmal, Gladston J P Moreira, S. J. Ferreira Neto, Ricardo H. C. Takahashi: Dual Graph Spatial Cluster Detection For Syndromic Surveillance In Networks. Sixth Annual International Society for Disease Surveillance Conference, pp. 88-88, 2007.
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