Papers Accepted for Publication

1. Vander Luis de Souza Freitas, Gladston Juliano Prates 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, 2020

Journal Papers

1. Pedro Silva, Eduardo Luz, Guilherme Silva, Gladston Juliano Prates 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), 2020.
   [DOI: 10.1016/j.imu.2020.100427]

Conference Proceedings - International

1. Gabriel L Souza, Anderson R Duarte, Gladston Juliano Prates 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), , 2020.
   [DOI: 10.1109/CEC48606.2020.9185827]

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Journal Papers

1. Ricardo Couto, Luiz Henrique Duczmal, Denise Burgarelli, Felipe Álvares, Gladston Juliano Prates Moreira: Nonparametric Dependence Modeling via Cluster Analysis: a Financial Contagion Application. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION 1(1):1-20, 2019.
   [DOI: 10.1080/03610918.2018.1563152]

2. Dênis Ricardo Xavier de Oliveira, Gladston Juliano Prates Moreira, Anderson Ribeiro Duarte, André Luiz Fernandes Cançado, Eduardo J S Luz: Spatial Cluster Analysis using Particle Swarm Optimization and Dispersion Function. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION (1):1-18, 2019.
   [DOI: 10.1080/03610918.2019.1602731]

3. Emerson Cotta Bodevan, Luiz Henrique Duczmal, Anderson Ribeiro Duarte, Pedro H. L. Silva, Gladston Juliano Prates Moreira: Multi-Objective Approach for Multiple Clusters Detection in Data Points Events. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION (1):1-20, 2019.
   [DOI: 10.1080/03610918.2019.1667392]

4. Pedro Lopes Silva, Eduardo Luz, Gladston Juliano Prates Moreira, Lauro Moraes, David Menotti: Chimericaldataset Creation Protocol Based on Doddington Zoo: a Biometric Application with Face, Eye, and Ecg. SENSORS 19(13), 2019.
   [DOI: 10.3390/s19132968]

Conference Proceedings - International

1. Diego Rafael Lucio, Rayson Laroca, Luiz A. Zanlorensi, Gladston Juliano Prates 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

1. Gladston Juliano Prates Moreira, Luis Paquete: Guiding under Uniformity Measure in the Decision Space. 2019 IEEE Latin American Conference on Computational Intelligence (LACCI), , 2019.
   [DOI: 10.1109/LA-CCI47412.2019.9037034]

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Journal Papers

1. Felipe de Oliveira Mota, Elizabeth Fialho Wanner, Eduardo J S Luz, Gladston Juliano Prates 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]

2. Eduardo Luz, Gladston Juliano Prates 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]

3. Eduardo Jose da Silva Luz, Gladston Juliano Prates 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(5):1258-1270, 2018.
   [DOI: 10.1109/TIFS.2017.2784362]

4. Fernando Luiz Pereira de Oliveira, Gustavo de Souza, André Luiz Fernandes Cançado, Gladston Juliano Prates Moreira, Martin Kulldorff: Border Analysis for Spatial Clusters. International Journal of Health Geographics 17(1), 2018.
   [DOI: 10.1186/s12942-018-0124-1]

Conference Proceedings - International

1. Felipe Mota, Vinicius Almeida, Elizabeth Fialho Wanner, Gladston Juliano Prates 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]

2. Evair Severo, Rayson Laroca, Cides S. Bezerra, Luiz A. Zanlorensi, Daniel Weingaertner, Gladston Juliano Prates 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]

3. Pedro H. Silva, Eduardo Luz, Luiz A. Zanlorensi, David Menotti, Gladston Juliano Prates 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]

4. Pedro H. L. Silva, Eduardo J S Luz, Elizabeth Fialho Wanner, David Menotti, Gladston Juliano Prates Moreira: Qrs Detection in Ecg Signal with Convolutional Network. 23rd Iberoamerican Congress on Pattern Recognition, pp. 802-809, 2018

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Journal Papers

1. Gabriel Carvalho Garcia, Gladston Juliano Prates Moreira, David Menotti, Eduardo J S Luz: Inter-Patient Ecg Heartbeat Classification with Temporal Vcg Optimized by Pso. Scientific Reports 7(1):1-11, 2017.
   [DOI: 10.1038/s41598-017-09837-3]

2. Conrado Galdino, StefÂnia Ventura, Gladston Juliano Prates Moreira: Unveiling a Spatial Tail Breakage Outbreak in a Lizard Population. The Journal Amphibia-Reptilia 38(2):238-242, 2017.
   [DOI: 10.1163/15685381-00003094]

3. Eduardo J S Luz, Luiz H C Merschmann, David Menotti, Gladston Juliano Prates Moreira: Evaluating a Hierarchical Approach for Heartbeat Classification from Ecg. International Journal of Bioinformatics Research and Applications (Print) 13(2):146-160, 2017.
   [DOI: 10.1504/ijbra.2017.10003488]

Conference Proceedings - International

1. Fernando Bernardo, Gladston Juliano Prates Moreira, Eduardo Luz, Paulo Henrique Calaes 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), , 2017.
   [DOI: 10.1109/cec.2017.7969525]

2. Paulo Henrique Calaes Oliveira, Gladston Juliano Prates 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), , 2017.
   [DOI: 10.1109/cec.2017.7969586]

3. Thiago Schons, Gladston Juliano Prates 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

Book Chapters

1. Gladston Juliano Prates Moreira, Luís Paquete, Luiz Henrique Duczmal, David Menotti, Ricardo Hiroshi Caldeira 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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Conference Proceedings - International

1. Dênis Ricardo Xavier de Oliveira, Gladston Juliano Prates Moreira, Eduardo J S Luz, Marcone Jamilson Freitas 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]

2. Gladston Juliano Prates 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]

3. Gabriel Carvalho Garcia, Gladston Juliano Prates 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]

4. Dênis Ricardo Xavier de Oliveira, Gladston Juliano Prates Moreira, Eduardo J S Luz, Marcone Jamilson Freitas Souza: Geographical Irregular Shaped Cluster Through Particle Swarms Optimization. Workshop on Applied Combinatorial Optimization Methods (WACOM), , 2016

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Journal Papers

1. Gladston Juliano Prates Moreira, Luís Paquete, Luiz Henrique Duczmal, David Menotti, Ricardo Hiroshi Caldeira Takahashi: Multi-Objective Dynamic Programming for Spatial Cluster Detection. ENVIRONMENTAL AND ECOLOGICAL STATISTICS 22(2):369-391, 2015.
   [DOI: 10.1007/s10651-014-0302-7]

Conference Proceedings - International

1. Vinícius Queiroz, Eduardo J S Luz, Gladston Juliano Prates 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]

2. Sandro L J L Tinôco, David Menotti, Jefersson Alex Dos Santos, Gladston Juliano Prates 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

3. Luiz Henrique Duczmal, Gladston Juliano Prates Moreira, Luís Paquete, David Menotti, Ricardo Hiroshi Caldeira Takahashi, Denise 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

4. Diego de Araújo Santana, Geraldo L. de Faria, Gladston Juliano Prates 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

1. Gladston Juliano Prates Moreira, Anderson Ribeiro 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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Conference Proceedings - National/Regional

1. Henrique Jose de Paula Alves, Fernando Luiz Pereira de Oliveira, Gladston Juliano Prates Moreira, Camila Pereira Texeira: Uma Aplicação Experimental Da Estatística Espacial Scan Circular. XXI SEIC Encontro de Saberes, , 2013

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Conference Proceedings - International

1. Thiago Santos, Ricardo Hiroshi Caldeira Takahashi, Gladston Juliano Prates 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]

2. Gladston Juliano Prates Moreira, Luiz Henrique Duczmal, Luís Paquete, Ricardo Hiroshi Caldeira 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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Journal Papers

1. Luiz Henrique Duczmal, Gladston Juliano Prates Moreira, Denise Burgarelli, Ricardo Hiroshi Caldeira Takahashi, Flavia C O Magalhaes, Emerson Cotta 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), 2011.
   [DOI: 10.1186/1476-072X-10-29]

Conference Proceedings - International

1. Luiz Henrique Duczmal, Gladston Juliano Prates Moreira, Denise Burgarelli, Ricardo Hiroshi Caldeira Takahashi, Flávia C O Magalhães, Emerson Cotta 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

2. Renata da Encarnação Onety, Gladston Juliano Prates Moreira, Oriane Magela Neto, Ricardo Hiroshi Caldeira 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

3. Emerson Cotta Bodevan, Luiz Henrique Duczmal, Gladston Juliano Prates Moreira, Anderson Ribeiro Duarte, Flávia 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

4. Gladston Juliano Prates Moreira, Luiz Henrique Duczmal, Luís Paquete, Ricardo Hiroshi Caldeira Takahashi: Spatial Cluster Detection Through Constrained Dynamic Programming. International Society for Disease Surveillance 10th Annual Conference (ISDS 2011), , 2011

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Conference Proceedings - International

1. Gladston Juliano Prates Moreira, Elizabeth Fialho Wanner, Frederico Gadelha Guimarães, Luiz Henrique Duczmal, Ricardo Hiroshi Caldeira 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]

2. Renata da Encarnação Onety, Gladston Juliano Prates Moreira, Luciano de Errico: Abordagem Multiobjetivo Baseada Em Ag e Vns Para Otimização De Rotas Em Redes Ip. 2ª Escola Luso-Brasileira de Computação Evolutiva (ELBCE), , 2010

3. Luiz Henrique Duczmal, Gladston Juliano Prates Moreira, Denise Burgarelli, Ricardo Hiroshi Caldeira Takahashi, Flávia C O Magalhães, Emerson Cotta 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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Conference Proceedings - International

1. Flávia C O Magalhães, Luiz Henrique Duczmal, Sabino José Ferreira Neto, André Luiz Fernandes Cançado, Anderson Ribeiro Duarte, Gladston Juliano Prates Moreira, Denise Burgarelli: Vigilância Sindrômica Da Dengue. IV Congresso Brasileiro de Telemedicina e Telessaúde, , 2009

2. Luiz Henrique Duczmal, Flávia C O Magalhães, Sabino José Ferreira Neto, Gladston Juliano Prates Moreira, Anderson Ribeiro Duarte, André Luiz Fernandes Cançado, Denise 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

1. Elizabeth Fialho Wanner, Gladston Juliano Prates Moreira, Eduardo Gontijo Carrano, Ricardo Hiroshi Caldeira Takahashi, Luiz Henrique 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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Conference Proceedings - International

1. Gladston Juliano Prates Moreira, Ricardo Hiroshi Caldeira Takahashi, Luiz Henrique Duczmal: Delineating Spatial Clusters with Artificial Neural Networks. Sixth Annual International Society for Disease Surveillance Conference, pp. 104-104, 2007

2. Luiz Henrique Duczmal, Gladston Juliano Prates Moreira, Sabino José Ferreira Neto, Ricardo Hiroshi Caldeira 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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