Geraldo Braz Júnior

109 papers B 5C 2Misc 1Journal 34Unranked 67

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	A PeBERT Model for Generating Keywords for Retinography Images. VISAPP (1) Pedro Victor de Abreu Fonseca, João Dallyson Sousa de Almeida, Geraldo Braz Júnior
2026	—	`conf`	Adversarial Domain Adaptation for Penile Cancer Diagnosis in Histopathological Images. VISAPP (3) Rick Eick Vieira dos Santos, Victor José Beltrão Almajano Martinez, Marcos Gabriel Mendes Lauande, Geraldo Braz Júnior
2025	J	`jnl`	A meta-learning based neural network and LSTM for univariate time series missing data imputation. Appl. Soft Comput. Mauricio Morais Almeida, João Dallyson Sousa de Almeida, Darlan Bruno Pontes Quintanilha, Geraldo Braz Júnior, Aristófanes Corrêa Silva
2025	J	`jnl`	Application of natural language modeling techniques in natural gas segmentation in seismic reflection images. Neural Comput. Appl. Henrique Ribeiro de Mello, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Darlan Bruno Pontes Quintanilha, Marcelo Gattass
2025	—	`conf`	Assessing the Attention Layers in Convolutional Neural Networks for Penile Cancer Detection in Histopathological Images. ICEIS (1) Joana Kuelvia de Araújo Silva, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, Italo Francyles Santos da Silva, Alexandre César Pinto Pessoa
2025	—	`conf`	Automatic Optic Nerve Segmentation in Retinal Photographs for Glaucoma Detection Using Convolutional Neural Network. CENTERIS/ProjMAN/HCist Carolina Machado, Pedro Pereira, Marcos Ferreira, Geraldo Braz Júnior, Nuno Correia, António Cunha
2025	—	`conf`	Classification of Bid Notice Sections using BERT, DistilBERT and ModernBERT. CENTERIS/ProjMAN/HCist Marcelo Vidigal Gonçalves dos Reis, Cláudio de Souza Baptista, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, Geraldo Braz Júnior, João Dallyson Sousa de Almeida
2025	—	`conf`	Comparative Study of Large Language Models Applied to the Classification of Accountability Documents. ICEIS (1) Pedro Vinnícius Bernhard, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Geraldo Braz Júnior, Renan Coelho de Oliveira, Luis Jorge Enrique Rivero Cabrejos, Darlan Bruno Pontes Quintanilha
2025	—	`conf`	Cost-Effective Strabismus Measurement with Deep Learning. ICEIS (1) Luis Felipe Araujo de Oliveira, João Dallyson Sousa de Almeida, Thales Levi Azevedo Valente, Jorge Antonio Meireles Teixeira, Geraldo Braz Júnior
2025	J	`jnl`	Evaluating EfficientNet Architectures for Pathology Detection in Endoscopic Gastrointestinal Tract Images. SN Comput. Sci. Alexandre C. P. Pessoa, Darlan B. P. Quintanilha, João Dallyson Sousa de Almeida, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, António Cunha
2025	—	`conf`	Lesion Segmentation Associated with Diabetic Retinopathy Using Deep Learning Methods. CENTERIS/ProjMAN/HCist Maria Videira, Marcos Ferreira, Geraldo Braz Júnior, Nuno Correia, António Cunha
2025	—	`conf`	Mathematical Modeling and Simulation for Optimizing Truck Dispatch in Bulk Unloading Operations: A Case Study at the Port of Itaqui. ICEIS (1) Victor José Beltrão Almajano Martinez, Carlos Eduardo V. Gomes, João Augusto F. N. de Carvalho, Francisco Glaubos Nunes Clímaco, João Dallyson Sousa de Almeida, Geraldo Braz Júnior, Tiago Bonini Borchatt
2025	—	`conf`	Optimizing Truck Flow in Ship Unloading: A Real-Time Simulation Approach for the Port of Itaqui. ICEIS (1) Carlos Eduardo V. Gomes, Victor José B. A. Martinez, João Augusto F. N. de Carvalho, Francisco Glaubos Nunes Clímaco, Geraldo Braz Júnior, Tiago Bonini Borchartt, João Dallyson Sousa de Almeida
2025	—	`conf`	Segmentation of Retinal Layers in OCT Images Using Deep Learning Methods. CENTERIS/ProjMAN/HCist Inês Vasconcelos, Marcos Ferreira, Geraldo Braz Júnior, Nuno Correia, António Cunha
2025	—	`conf`	Using a Visual-LSTM Enhanced U-Net for Natural Gas Segmentation in Clustered Seismic Data. BRACIS (4) Gabriel de Jesus Santos Costa, Luis Fernando Marin Sepulveda, Alan de Carvalho Araújo, Victor Rogério Sousa Ferreira, Mauricio Morais Almeida, Geraldo Braz Júnior, Aristófanes Corrêa Silva, Marcelo Gattass, Carlos Rodriquez Suarez
2024	—	`conf`	A Cascade Method based on UNet3+ for Automated Vertebrae Segmentation in X-ray Images. CENTERIS/ProjMAN/HCist Estephane M. Nascimento, Aristófanes C. Silva, João Dallyson Sousa de Almeida, Alexandre C. P. Pessoa, Weslley K. R. Figueredo, Italo Francyles Santos da Silva, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, António Cunha
2024	—	`conf`	A Comparative Analysis of EfficientNet Architectures for Identifying Anomalies in Endoscopic Images. ICEIS (1) Alexandre C. P. Pessoa, Darlan B. P. Quintanilha, João Dallyson Sousa de Almeida, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, António Cunha
2024	—	`conf`	Automated pancreatic mass segmentation in computer tomography images using a voting ensemble method based on encoder-decoder architectures. CENTERIS/ProjMAN/HCist Alexandre de Carvalho Araújo, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Geraldo Braz Júnior
2024	—	`conf`	Automatic Glaucoma Detection Using Structural Features and Taxonomic Indices. ICPR (Workshops and Challenges, 2) Weverton Lucas Santos Trindade, João Dallyson Sousa de Almeida, Geraldo Braz Júnior, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva
2024	—	`conf`	Classification of endoscopic capsule pathologies using Multiple Instance Learning methods. CENTERIS/ProjMAN/HCist Vitor Moreira, Eduardo Machado, Dalila Barbosa, Marta Salgado, Geraldo Braz Júnior, António Cunha
2024	J	`jnl`	Deep learning for detecting dilated or contracted pupils. Biomed. Signal Process. Control. Fredson C. Rodrigues, Darlan B. P. Quintanilha, Anselmo Cardoso de Paiva, Aristófanes C. Silva, João Dallyson Sousa de Almeida, Geraldo Braz Júnior
2024	—	`conf`	Diffusion Model for Generating Synthetic Contrast Enhanced CT from Non-Enhanced Heart Axial CT Images. ICEIS (1) Victor Rogério Sousa Ferreira, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, João Dallyson Sousa de Almeida, Geraldo Braz Júnior, Francesco Renna
2024	—	`conf`	DualAttentionNet: A Convolutional Neural Network for Thoracic Disease Classification in Chest X-Rays. CENTERIS/ProjMAN/HCist Lucas Araújo Gonçalves, Geraldo Braz Júnior, Matheus L. L. Bessa, Caio E. F. Matos, Arthur G. S. Fernandes
2024	—	`conf`	Evaluation of the vision mamba model for detecting diabetic retinopathy. CENTERIS/ProjMAN/HCist Marcos Ferreira, Leonor Cardoso, José Camara, Saul Pires, Nuno Correia, Geraldo Braz Júnior, António Cunha
2024	—	`conf`	Experimental Study of an Active Learning-based Method for the Classification of Penile Cancer in Histopathological Images using Convolutional Neural Networks. CENTERIS/ProjMAN/HCist Italo Francyles Santos da Silva, Geraldo Braz Júnior, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Rui Miguel Gil da Costa Oliveira, António Cunha
2024	—	`conf`	HistAttentionNAS: A CNN built via NAS for Penile Cancer Diagnosis using Histopathological Images. CENTERIS/ProjMAN/HCist José Ribamar Durand Rodrigues Júnior, Geraldo Braz Júnior, Italo Francyles Santos da Silva, Rui Miguel Gil da Costa Oliveira
2024	—	`conf`	Identifying Sixth Cranial Nerve Palsy using Time Series Classifiers. CENTERIS/ProjMAN/HCist Saulo Enock Rodrigues Fernandes, Polyana Bezerra da Costa, João Dallyson Sousa de Almeida, Geraldo Braz Júnior, Anselmo Cardoso de Paiva
2024	J	`jnl`	Image Stitching of Low-Resolution Retinography Using Fundus Blur Filter and Homography Convolutional Neural Network. Inf. Levi Santos, Mauricio Morais Almeida, João Almeida, Geraldo Braz Júnior, Jose Carlos J. C. Raposo da Camara, António Cunha
2024	—	`conf`	Improving Colorectal Cancer Diagnosis Using MIRNet and InceptionV3 on Histopathological Images. BRACIS (3) Neilson P. Ribeiro, Felipe R. S. Teles, João Otávio Bandeira Diniz, Luana Batista da Cruz, Domingos Alves Dias Júnior, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva
2024	J	`jnl`	Multiple Instance Learning in Medical Images: A Systematic Review. IEEE Access Dalila Barbosa, Marcos Ferreira, Geraldo Braz Júnior, Marta Salgado, António Cunha
2024	—	`conf`	Neural Network Ensemble for Detecting Parasite Eggs in Microscopic Images. CENTERIS/ProjMAN/HCist Matheus L. L. Bessa, Geraldo Braz Júnior, João Dallyson Sousa de Almeida
2024	—	`conf`	Promise+: expandindo a base de dados de requisitos de software Promise_exp. SBES Bruno Silva, Rodrigo Nascimento, Luis Rivero, Geraldo Braz Júnior, Rodrigo Pereira dos Santos, Luiz Eduardo Galvão Martins, Davi Viana
2024	J	`jnl`	Proposing Usability-UX technologies for the design and evaluation of text-based chatbots. J. Interact. Syst. Malu Mafra, Kennedy Nunes, Simara Rocha, Geraldo Braz Júnior, Aristófanes Corrêa Silva, Davi Viana, Williamson Silva, Luis Rivero
2024	—	`conf`	Selection of Backbone for Feature Extraction with U-Net in Pancreas Segmentation. VISIGRAPP (3): VISAPP Alexandre de Carvalho Araújo, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Geraldo Braz Júnior
2023	J	`jnl`	A Machine Learning Approach for Classifying Road Accident Hotspots. ISPRS Int. J. Geo Inf. Brunna de Sousa Pereira Amorim, Anderson Almeida Firmino, Cláudio de Souza Baptista, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, Francisco Edeverton de Almeida Júnior
2023	J	`jnl`	A PPM-based UNet for Tumour and Kidney Segmentation in CTScans. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Marcus Vinicius S. L. Oliveira, Caio Eduardo Falcão Matos, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida, Gabriel de Jesus Santos Costa, Matheus L. L. Bessa, Mario Pinto Freitas Filho
2023	J	`jnl`	A Two-Stage Method for Polyp Detection in Colonoscopy Images Based on Saliency Object Extraction and Transformers. IEEE Access Alan Carlos de Moura Lima, Lisle Faray de Paiva, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Miguel Tavares Coimbra, Anselmo Cardoso de Paiva
2023	—	`conf`	Deep Learning Applications in Histopathological Images. MobiHealth Luís Felipe Rocha Pereira, Anselmo Cardoso de Paiva, Alexandre de Carvalho Araújo, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva
2023	—	`conf`	Eff-Unet for Trachea Segmentation on CT Scans. MobiHealth Arthur Guilherme Santos Fernandes, Geraldo Braz Júnior, João Otávio Bandeira Diniz, Marcos Melo Ferreira, José Ribamar Durand Rodrigues Júnior, Mackele Lourrane Jurema Da Silva, Lucas Araújo Gonçalves
2023	—	`conf`	EfficientDeepLab for Automated Trachea Segmentation on Medical Images. BRACIS (2) Arthur Guilherme Santos Fernandes, Geraldo Braz Júnior, João Otávio Bandeira Diniz, Aristófanes Corrêa Silva, Caio Eduardo Falcão Matos
2023	—	`conf`	Evaluation of Transfer Learning with a U-Net Architectures for Kidney Segmentation. MobiHealth Caio Eduardo Falcão Matos, João Guilherme Araújo do Vale, Marcos Melo Ferreira, Geraldo Braz Júnior, João Dallyson Sousa de Almeida
2023	—	`conf`	Glaucoma Grading Using Fundus Images. MobiHealth Mackele Lourrane Jurema Da Silva, Marcos Melo Ferreira, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Arthur Guilherme Santos Fernandes
2023	—	`conf`	SpinalTracking: An Application to Help Track Spinal Deformities. MobiHealth Estephane Mendes Nascimento, João Dallyson Sousa de Almeida, Geraldo Braz Júnior, Aristófanes Corrêa Silva
2023	—	`conf`	Tooth Detection and Numbering in Panoramic Radiographs Using YOLOv8-Based Approach. MobiHealth Felipe Rogério Silva Teles, Alison Corrêa Mendes, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida, Geraldo Braz Júnior, Aristófanes Corrêa Silva, Pedro de Alcântara dos Santos Neto
2023	—	`conf`	Training U-Net with Proportional Image Division for Retinal Structure Segmentation. MobiHealth Pedro Victor de Abreu Fonseca, Alexandre de Carvalho Araújo, João Dallyson Sousa de Almeida, Geraldo Braz Júnior, Aristófanes Corrêa Silva, Rodrigo de Melo Souza Veras
2022	—	`conf`	A Two-Stage U-Net to Estimate the Cultivated Area of Plantations. ICIAP (1) Walysson Carlos dos Santos Oliveira, Geraldo Braz Júnior, Daniel Lima Gomes Júnior, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida
2022	J	`jnl`	An automated CNN architecture search for glaucoma diagnosis based on NEAT. Multim. Tools Appl. Alan Carlos de Moura Lima, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Rodrigo M. S. Veras
2022	J	`jnl`	Assessing the impact of data augmentation and a combination of CNNs on leukemia classification. Inf. Sci. Maíla de Lima Claro, Rodrigo M. S. Veras, André M. Santana, Luis Henrique Silva Vogado, Geraldo Braz Júnior, Fátima N. S. de Medeiros, João Manuel R. S. Tavares
2022	—	`conf`	Classification of Histopathological Images of Penile Cancer using DenseNet and Transfer Learning. VISIGRAPP (4: VISAPP) Marcos Gabriel Mendes Lauande, Amanda Mara Teles, Leandro Lima da Silva, Caio Eduardo Falcão Matos, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida, Rui Miguel Gil da Costa Oliveira, Haissa Oliveira Brito, Ana Gisélia Nascimento, Ana Clea Feitosa Pestana, Ana Paula Silva Azevedo dos Santos, Fernanda Ferreira Lopes
2022	—	`conf`	Classification of Video Capsule Endoscopy Images Using Visual Transformers. BHI Daniel Lopes Soares Lima, Alexandre César Pinto Pessoa, Anselmo Cardoso de Paiva, António Manuel Trigueiros da Silva Cunha, Geraldo Braz Júnior, João Dallyson Sousa de Almeida
2022	J	`jnl`	Computational method for aid in the diagnosis of sixth optic nerve palsy through digital videos. Comput. Biol. Medicine Polyana Bezerra da Costa, João Dallyson Sousa de Almeida, Jorge Antonio Meireles Teixeira, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva
2022	—	`conf`	Defining Requirements for the Development of Useful and Usable Chatbots: An Analysis of Quality Attributes from Academy and Industry. HCI (3) Malu Mafra, Kennedy Nunes, Adailton Castro, Adriana Lopes, Ana Carolina Oran, Geraldo Braz Júnior, João Almeida, Anselmo Cardoso de Paiva, Aristófanes C. Silva, Simara Rocha, Davi Viana, Aurea Melo, Raimundo S. Barreto, Luis Rivero
2022	—	`conf`	Defining an A/B Testing Process for Usability and User Experience Evaluation Through the Analysis of the Results of a Literature Review. HCI (41) Italo Fernandes S. Silva, Simara Rocha, Carlos Portela, Geraldo Braz Júnior, João Almeida, Aristófanes Corrêa Silva, Davi Viana, Jacilane Rabelo, Anselmo Cardoso de Paiva, Luis Rivero
2022	—	`conf`	Practical Findings from Applying Quality Assurance Activities in the Development of Three Information Systems for Power Companies. ICEIS (2) Geraldo Braz Júnior, Luis Rivero, João Almeida, Simara V. Rocha, Aristófanes C. Silva, Anselmo Cardoso de Paiva, Carlos E. P. Castro, Darlan Bruno Pontes Quintanilha, Italo Francyles Santos da Silva, Erika W. B. A. L. Alves, Samira Barbosa
2022	J	`jnl`	Semi-automatic segmentation of skin lesions based on superpixels and hybrid texture information. Medical Image Anal. Elineide Silva Dos Santos, Rodrigo de Melo Souza Veras, Kelson Rômulo Teixeira Aires, Helano Miguel B. F. Portela, Geraldo Braz Júnior, Justino Santos, João Manuel R. S. Tavares
2021	—	`conf`	Applying Exploratory Testing and Ad-Hoc Usability Inspection to Improve the Ease of Use of a Mobile Power Consumption Registration App: An Experience Report. HCI (40) José Eduardo, Anderson M. P. Paiva, Victor Ferreira, Simara V. Rocha, Italo Francyles Santos da Silva, Luis Rivero, João Almeida, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, Aristofenes Silva, Hugo Nogueira, Eliana Marcia Garros Monteiro, Eduardo C. Fernandes
2021	J	`jnl`	Automatic method for classifying COVID-19 patients based on chest X-ray images, using deep features and PSO-optimized XGBoost. Expert Syst. Appl. Domingos Alves Dias Júnior, Luana Batista da Cruz, João Otávio Bandeira Diniz, Giovanni Lucca França da Silva, Geraldo Braz Júnior, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Rodolfo Acatauassu Nunes, Marcelo Gattass
2021	J	`jnl`	Automatic ocular version evaluation in images using random forest. Expert Syst. Appl. Jullyana Fialho Pinheiro, João Dallyson Sousa de Almeida, Jorge Antonio Meireles Teixeira, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, Rodrigo de Melo Souza Veras
2021	J	`jnl`	Bayesian convolutional neural network estimation for pediatric pneumonia detection and diagnosis. Comput. Methods Programs Biomed. Vandécia Rejane Monteiro Fernandes, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, Marcelo Gattass
2021	B	`conf`	Evaluation of Encoder-Decoder Architectures for Automatic Skin Lesion Segmentation. AIME José G. P. Lima, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Caio Eduardo Falcão Matos
2021	J	`jnl`	Forecasting of individual electricity consumption using Optimized Gradient Boosting Regression with Modified Particle Swarm Optimization. Eng. Appl. Artif. Intell. Luis Fernando Marin Sepulveda, Petterson Sousa Diniz, João Otávio Bandeira Diniz, Stelmo Magalhães Barros Netto, Carolina L. S. Cipriano, Alexandre Cristian Araújo, Victor H. B. Lemos, Alexandre C. P. Pessoa, Darlan Bruno Pontes Quintanilha, João Dallyson Sousa de Almeida, Aristófanes C. Silva, Anselmo Cardoso de Paiva, Geraldo Braz Júnior, Márcia I. A. Silva, Eliana Marcia Garros Monteiro, Italo Francyles Santos da Silva, Eduardo C. Fernandes
2021	—	`conf`	Lessons Learned from Applying Requirements and Design Techniques in the Development of a Machine Learning System for Predicting Lawsuits Against Power Companies. HCI (4) Luis Rivero, Carlos Portela, José M. C. Boaro, Pedro Thiago Cutrim dos Santos, Venicius Rego, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, Erika W. B. A. L. Alves, Milton S. L. Oliveira, Renato U. Moreira e Moraes, Marina Mendes
2021	J	`jnl`	Segmentation and quantification of COVID-19 infections in CT using pulmonary vessels extraction and deep learning. Multim. Tools Appl. João Otávio Bandeira Diniz, Darlan Bruno Pontes Quintanilha, Antonino C. dos Santos Neto, Giovanni L. F. da Silva, Jonnison Lima Ferreira, Stelmo Magalhães Barros Netto, José Denes Lima Araújo, Luana Batista da Cruz, Thamila Fontenele, Caio M. da S. Martins, Marcos Melo Ferreira, Venicius Garcia, José M. C. Boaro, Carolina L. S. Cipriano, Aristófanes C. Silva, Anselmo Cardoso de Paiva, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Rodolfo Acatauassu Nunes, Roberto Mogami, Marcelo Gattass
2021	J	`jnl`	Surgical planning of horizontal strabismus using multiple output regression tree. Comput. Biol. Medicine Fernando Henrique Fernandes Leite, João Dallyson Sousa de Almeida, Luana Batista da Cruz, Jorge Antonio Meireles Teixeira, Geraldo Braz Júnior, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva
2021	—	`conf`	Using Machine Learning for Risk Classification in Brazilian Federal Voluntary Transfers. EGOVIS Daniel M. Guilhon, Aillkeen Bezerra de Oliveira, Daniel L. Gomes Jr., Anselmo Cardoso de Paiva, Cláudio de Souza Baptista, Geraldo Braz Júnior, João Dallyson Sousa de Almeida
2020	—	`conf`	A Skin Lesion Semi-supervised Segmentation Method. IWSSIP Elineide Silva Dos Santos, Rodrigo Veras, Helano Miguel, Kelson Rômulo Teixeira Aires, Maíla de Lima Claro, Geraldo Braz Júnior
2020	—	`conf`	Deployment of a Machine Learning System for Predicting Lawsuits Against Power Companies: Lessons Learned from an Agile Testing Experience for Improving Software Quality. SBQS Luis Rivero, João Otávio Bandeira Diniz, Giovanni L. F. da Silva, Gabriel Borralho, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, Erika W. B. A. L. Alves, Milton S. L. de Oliveira
2020	—	`conf`	Hybrid Capsule Network Architecture Estimation for Melanoma Detection. IWSSIP José M. C. Boaro, Pedro T. Cutrim dos Santos, Carlos V. M. Rocha, Thamila Fontenele, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Simara Vieira da Rocha
2020	—	`conf`	Identifying Improvement Opportunities in Software Engineering Education at the Maranhão State: Listening to Voices from Academy and Industry. SBES Yandson Costa, Dayanne Gomes, Sebastião Santos, Nathasha Pinto, Davi Viana, Geraldo Braz Júnior, Luis Rivero
2020	J	`jnl`	Interferometer eye image classification for dry eye categorization using phylogenetic diversity indexes for texture analysis. Comput. Methods Programs Biomed. Luana Batista da Cruz, Johnatan Carvalho Souza, Jefferson Alves de Sousa, Alex Martins Santos, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Geraldo Braz Júnior, Marcelo Gattass
2020	B	`conf`	Legal Judgment Prediction in the Context of Energy Market using Gradient Boosting. SMC João Vitor Ferreira França, José M. C. Boaro, Pedro Thiago Cutrim dos Santos, Fernando Henríquez, Venicius Garcia, Caio Manfredini, Domingos Alves Dias Júnior, Francisco Y. C. de Oliveira, Carlos E. P. Castro, Geraldo Braz Júnior, Aristófanes C. Silva, Anselmo Cardoso de Paiva, Milton S. L. de Oliveira, Renato U. Moreira e Moraes, Erika W. B. A. L. Alves, José S. Sobral Neto
2020	—	`conf`	Mask Overlaying: a Deep Learning Approach for Individual Optic Cup Segmentation from Fundus Image. IWSSIP Arthur Azevedo Lima, Alana C. de Carvalho Araújo, Alan Carlos de Moura Lima, Jefferson Alves de Sousa, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Geraldo Braz Júnior
2020	B	`conf`	Multiclass Legal Judgment Outcome Prediction for Consumer Lawsuits using XGBoost and TPE. SMC Pedro T. Cutrim dos Santos, Fernando Henríquez, Venicius Garcia, Victor Rogério Sousa Ferreira, Antonino C. dos Santos Neto, Johnatan Carvalho Souza, Caio Manfredini, João Vitor Ferreira França, José M. C. Boaro, Geraldo Braz Júnior, Aristófanes C. Silva, Anselmo Cardoso de Paiva, Milton S. L. de Oliveira, Erika W. B. A. L. Alves, Renato U. Moreira e Moraes, José S. Sobral Neto
2020	—	`conf`	Multilevel CNN for Angle Closure Glaucoma Detection using AS-OCT Images. IWSSIP Marcos Melo Ferreira, Giovanna Pavani Esteve, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Rodrigo Veras
2020	—	`conf`	Optimizing CNN's using Cumulative Learning with Auxiliary Networks for Traffic Light Recognition. IWSSIP Joaquim Martins Scavone, Jonnison Lima Ferreira, Emerson Rogério Alves Barea, Geraldo Braz Júnior, Areolino de Almeida Neto
2020	—	`conf`	Self-Reading by Speech: An End-to-end Speech Recognition Method Applied to the Energy Consumption Measurement on Mobile Devices. IWSSIP Carlos V. M. Rocha, José E. S. Oliveira, Robherson W. S. Costa, Anderson M. P. Paiva, Jefferson A. Sousa, Arthur Costa Serra, Arthur Guilherme Santos Fernandes, Ricardo C. S. Marques, Weslley K. R. Figueredo, Italo Francyles Santos da Silva, Simara V. Rocha, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Aristófanes C. Silva, Eliana Marcia Garros Monteiro, Márcia I. A. Silva, Italo Fernandes S. Silva
2020	—	`conf`	Taxonomic Indexes for Automatic Prostate Segmentation on 3D MRI Scans Using Superpixels and Probabilistic Atlas. IWSSIP João Vitor Ferreira França, Giovanni Lucca França da Silva, Pedro Thiago Cutrim dos Santos, Geraldo Braz Júnior, Aristófanes Corrêa Silva, Elton Anderson Araújo de Cavalcanti
2020	J	`jnl`	Tear Film Classification in Interferometry Eye Images Using Phylogenetic Diversity Indexes and Ripley's K Function. IEEE J. Biomed. Health Informatics Luana Batista da Cruz, Johnatan Carvalho Souza, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida, Geraldo Braz Júnior, Kelson Rômulo Teixeira Aires, Aristófanes Corrêa Silva, Marcelo Gattass
2020	B	`conf`	Temporal Convolutional Network applied for Forecasting Individual Monthly Electric Energy Consumption. SMC Victor H. B. Lemos, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Geraldo Braz Júnior, Aristófanes C. Silva, Stelmo M. B. Neto, Alan Carlos de Moura Lima, Carolina L. S. Cipriano, Eduardo C. Fernandes, Márcia I. A. Silva
2020	—	`conf`	Transfer Learning Method Evaluation for Automatic Pediatric Chest X-Ray Image Segmentation. IWSSIP Gabriel Bras, Vandécia Rejane Monteiro Fernandes, Anselmo Cardoso de Paiva, Geraldo Braz Júnior, Luis Rivero
2019	J	`jnl`	Breast cancer detection in mammography using spatial diversity, geostatistics, and concave geometry. Multim. Tools Appl. Geraldo Braz Júnior, Simara Vieira da Rocha, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Aristófanes C. Silva, Marcelo Gattass
2019	J	`jnl`	Diagnosis of breast tissue in mammography images based local feature descriptors. Multim. Tools Appl. Caio Eduardo Falcão Matos, Johnatan Carvalho Souza, João Otávio Bandeira Diniz, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida, Simara Vieira da Rocha, Aristófanes Corrêa Silva
2019	J	`jnl`	Glaucoma diagnosis in fundus eye images using diversity indexes. Multim. Tools Appl. José Denes Lima Araújo, Johnatan Carvalho Souza, Otilio Paulo Silva Neto, Jefferson Alves de Sousa, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, Geraldo Braz Júnior, Marcelo Gattass
2019	—	`conf`	Image-Based Electric Consumption Recognition via Multi-Task Learning. BRACIS Ricardo Costa da Silva Marques, Arthur Costa Serra, João Vitor Ferreira França, João Otávio Bandeira Diniz, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Marcia Izabel Alves da Silva, Eliana Marcia Garros Monteiro
2019	B	`conf`	Prediction of unregistered power consumption lawsuits and its correlated factors based on customer data using extreme gradient boosting model. SMC Francisco Y. C. de Oliveira, Aristófanes C. Silva, Erika W. B. A. L. Alves, Milton S. L. de Oliveira, Lucas P. A. Pinheiro, Pedro T. Cutrim, João Otávio Bandeira Diniz, Giovanni L. F. da Silva, Darlan Bruno Pontes Quintanilha, Otilio Paulo da Silva Neto, Vandecia R. M. Fernandes, Geraldo Braz Júnior, André B. Cavalcante
2019	—	`conf`	Using Machine Learning Technique for Effort Estimation in Software Development. SBQS Weldson Amaral, Luis Rivero, Geraldo Braz Júnior, Davi Viana
2018	J	`jnl`	Augmented visualization using homomorphic filtering and Haar-based natural markers for power systems substations. Comput. Ind. Daniel Lima Gomes Júnior, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Antônio Sérgio de Araújo, Marcelo Gattass
2018	—	`conf`	Evaluation of Melanoma Diagnosis using Deep Features. IWSSIP Lucas Bezerra Maia, Alan Carlos de Moura Lima, Roberto Matheus Pinheiro Pereira, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva
2018	—	`conf`	Glaucoma Diagnosis over Eye Fundus Image through Deep Features. IWSSIP Alan Carlos de Moura Lima, Lucas Bezerra Maia, Roberto Matheus Pinheiro Pereira, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva
2018	—	`conf`	Segmentation of the Retinal Reflex in Brückner Test Images Using U-Net Convolutional Network. ICIAR Italo Francyles Santos da Silva, João Dallyson Sousa de Almeida, Jorge Antonio Meireles Teixeira, Geraldo Braz Júnior, Anselmo Cardoso de Paiva
2018	—	`conf`	Sign Language Recognition Based on 3D Convolutional Neural Networks. ICIAR Geovane M. Ramos Neto, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva
2018	C	`conf`	Tear Film Classification Using Phylogenetic Diversity Indexes as Texture Descriptor. ISCC Luana Batista da Cruz, José Denes Lima Araújo, Johnatan Carvalho Souza, Jefferson Alves de Sousa, João Dallyson Sousa de Almeida, Geraldo Braz Júnior, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva
2017	J	`jnl`	An Approach for Construction of Augmented Reality Systems using Natural Markers and Mobile Sensors in Industrial Fields. Int. J. Comput. Commun. Control Daniel Lima Gomes Júnior, Paulo Roberto Jansen dos Reis, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, Geraldo Braz Júnior, Marcelo Gattass, Antônio Sérgio de Araújo
2017	C	`conf`	Sclera Segmentation in Face Images Using Image Foresting Transform. CIARP Jullyana Fialho Pinheiro, João Dallyson Sousa de Almeida, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva
2017	J	`jnl`	Semi-automatic methodology for augmented panorama development in industrial outdoor environments. Adv. Eng. Softw. Daniel Lima Gomes Júnior, Paulo Roberto Jansen dos Reis, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, Geraldo Braz Júnior, Antônio Sérgio de Araújo, Marcelo Gattass
2017	J	`jnl`	Texture based on geostatistic for glaucoma diagnosis from fundus eye image. Multim. Tools Appl. Jefferson Alves de Sousa, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Geraldo Braz Júnior, Marcelo Gattass
2016	—	`conf`	A Deep Approach for Handwritten Musical Symbols Recognition. WebMedia Roberto M. Pinheiro Pereira, Caio Eduardo Falcão Matos, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva
2016	Misc	`conf`	Lung nodule classification based on shape distributions. SAC Valéria P. M. Fernandes, Rodrigo F. A. Kanehisa, Geraldo Braz Júnior, Aristófanes C. Silva, Anselmo Cardoso de Paiva
2016	J	`jnl`	Texture analysis of masses malignant in mammograms images using a combined approach of diversity index and local binary patterns distribution. Expert Syst. Appl. Simara Vieira da Rocha, Geraldo Braz Júnior, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Marcelo Gattass
2016	—	`conf`	Towards Metadata Analysis on Opinionated Content in Tweets. ICEIS (2) Anderson Almeida Firmino, Cláudio de Souza Baptista, André Luiz Firmino Alves, Davi Oliveira Serrano de Andrade, Hugo Feitosa de Figueirêdo, Geraldo Braz Júnior, Anselmo Cardoso de Paiva
2015	—	`conf`	An Immersive Virtual Reality Application for Collaborative Training of Power Systems Operators. SVR Paulo Roberto Jansen dos Reis, Caio Eduardo Falcão Matos, Petterson Sousa Diniz, Daniel Mota Silva, Whesley Dantas, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, Antônio Sérgio de Araújo
2014	—	`conf`	AGITO: Virtual Reality Environment for Power Systems Substations Operators Training. AVR Tiago Ramos Ribeiro, Paulo Roberto Jansen dos Reis, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, Ivana Marcia Oliveira Maia, Antônio Sérgio de Araújo
2014	—	`conf`	Visualization of Power Systems Based on Panoramic Augmented Environments. AVR Paulo Roberto Jansen dos Reis, Daniel Lima Gomes Júnior, Antônio Sérgio de Araújo, Geraldo Braz Júnior, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva
2013	J	`jnl`	A mass classification using spatial diversity approaches in mammography images for false positive reduction. Expert Syst. Appl. Geraldo Braz Júnior, Simara Vieira da Rocha, Marcelo Gattass, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva
2010	J	`jnl`	Comparison of Support Vector Machines and Bayesian Neural Networks Performance for Breast Tissues Using geostatistical Functions in Mammographic Images. Int. J. Comput. Intell. Appl. Geraldo Braz Júnior, Leonardo de Oliveira Martins, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva
2009	J	`jnl`	Classification of breast tissues using Getis-Ord statistics and support vector machine. Intell. Decis. Technol. Geraldo Braz Júnior, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, Alexandre César Muniz de Oliveira
2009	J	`jnl`	Classification of breast tissues using Moran's index and Geary's coefficient as texture signatures and SVM. Comput. Biol. Medicine Geraldo Braz Júnior, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, Alexandre César Muniz de Oliveira
2009	—	`conf`	Lung Nodules Classification in CT Images Using Simpson's Index, Geometrical Measures and One-Class SVM. MLDM Cleriston Araujo da Silva, Aristófanes Corrêa Silva, Stelmo Magalhães Barros Netto, Anselmo Cardoso de Paiva, Geraldo Braz Júnior, Rodolfo Acatauassu Nunes
2007	—	`conf`	Classification of Breast Tissues in Mammogram Images Using Ripley's ICIAR Leonardo de Oliveira Martins, Geraldo Braz Júnior, Erick Corrêa da Silva, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva