A Robust Automatic License Plate Recognition System for Embedded Devices. - Lucas S. Fernandes; Francisco H. S. Silva; Elene F. Ohata; Aldísio Gonçalves Medeiros; Aloisio Vieira Lira Neto; Yuri Lenon Barbosa Nogueira; Paulo A. L. Rego; Pedro Pedrosa Rebouças Filho (BRACIS, 2020)

An Approach to BI-RADS Uncertainty Levels Classification Via Deep Learning with Transfer Learning Technique. - Aldísio Gonçalves Medeiros; Elene F. Ohata; Francisco H. S. Silva; Paulo A. L. Rego; Pedro Pedrosa Rebouças Filho (CBMS, 2020)

Classification of Electroencephalogram Signals for Detecting Predisposition to Alcoholism using Computer Vision and Transfer Learning. - Francisco H. S. Silva; Aldísio Gonçalves Medeiros; Elene F. Ohata; Pedro Pedrosa Rebouças Filho (CBMS, 2020)

An Innovative Approach of Textile Fabrics Identification from Mobile Images using Computer Vision based on Deep Transfer Learning. - Antônio Carlos da Silva Barros; Elene F. Ohata; Suane Pires P. da Silva; Jefferson Silva Almeida; Pedro Pedrosa Rebouças Filho (IJCNN, 2020)

Intelligent Industrial IoT system for detection of short-circuit failure in windings of wind turbines. - Marcos A. Araujo Ferreira; Luís Fabrício de F. Souza; Francisco Hércules dos S. Silva; Elene Firmeza Ohata; Jefferson Silva Almeida; Pedro Pedrosa Rebouças Filho (IJCNN, 2020)

Gender-based approach to estimate the human body fat percentage using Machine Learning. - Shara S. A. Alves; Elene F. Ohata; Navar Medeiros M. e Nascimento; João W. M. de Souza; Gabriel Bandeira Holanda; Luiz Lannes Loureiro; Pedro Pedrosa Rebouças Filho (IJCNN, 2021)

Automatic detection of COVID-19 infection using chest X-ray images through transfer learning. - Elene Firmeza Ohata; Gabriel Maia Bezerra; João Victor Souza das Chagas; Aloisio Vieira Lira Neto; Adriano Bessa Albuquerque; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (IEEE CAA J. Autom. Sinica, 2021)

A novel transfer learning approach for the classification of histological images of colorectal cancer. - Elene Firmeza Ohata; João Victor Souza das Chagas; Gabriel Maia Bezerra; Mohammad Mehedi Hassan; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (J. Supercomput., 2021)

Estimating Bone Mineral Density Based on Age, Sex, and Anthropometric Measurements. - Gabriel Maia Bezerra; Elene Firmeza Ohata; Pedro Yuri Rodrigues Nunes; Levy dos Santos Silveira; Luiz Lannes Loureiro; Victor Zaban Bittencourt; Valden Luis Matos Capistrano; Pedro Pedrosa Rebouças Filho (BRACIS (1), 2022)

A Text Classification Methodology to Assist a Large Technical Support System. - Elene Firmeza Ohata; César Lincoln Cavalcante Mattos; Samuel Luz Gomes; Elizângela de S. Rebouças; Paulo Antonio Leal Rego (IEEE Access, 2022)

Intelligent 3D Objects Classification for Vehicular Ad Hoc Network Based on Lidar and Deep Learning Approaches. - Pedro Henrique Feijo de Sousa; Jefferson Silva Almeida; Elene Firmeza Ohata; Fabricio Gonzalez Nogueira; Bismark Claure Torrico; Victor Hugo C. de Albuquerque; Mohammad Mehedi Hassan; Neeraj Kumar 001; Md. Rafiul Hassan; Pedro Pedrosa Rebouças Filho (IEEE Trans. Intell. Transp. Syst., 2022)

Predicting Energy Consumption Data Using Deep Learning: An LSTM Approach. - Julio Macedo Chaves; Elene Firmeza Ohata; Matheus Araujo dos Santos; José Daniel de Alencar Santos; Matheus Jardim Bernardes; Daniel Seleme Dora; Pedro Pedrosa Rebouças Filho (BRACIS (2), 2024)

Estimation of Bone Mineral Density using Machine Learning and SHapley Additive exPlanations. - Gabriel Maia Bezerra; Elene F. Ohata; Luiz Lannes Loureiro; Victor Zaban Bittencourt; Valden Luis Matos Capistrano; Atslands Rego da Rocha; Pedro Pedrosa Rebouças Filho (CBMS, 2024)

A New Approach for Eye Diagram Analysis Using Deep Transfer Learning for Identification and Intensity Classification of Rainfall Effect on Signals Transmitted via Free-Space Optical Communication. - Raiane Rocha Reis; Suane Pires P. da Silva; Elene Firmeza Ohata; Thiago F. Portela; Glendo de Freitas Guimarães; Aderaldo Irineu Levartoski de Araujo; Pedro Pedrosa Rebouças Filho; Paulo A. L. Rego (IJCNN, 2024)

Estimating anthropometric measurements through 2D images using machine learning with gender-based analysis. - João Wellington M. Souza; Elene F. Ohata; Navar Medeiros M. Nascimento; Shara S. A. Alves; Luiz Lannes Loureiro; Victor Zaban Bittencourt; Valden Luis Matos Capistrano; Atslands Rego da Rocha; Pedro Pedrosa Rebouças Filho (IJCNN, 2024)