Ensemble Regression Models Applied to Dropout in Higher Education. - Paulo M. da Silva; Marília Nayara Clemente de Almeida Lima; Wedson Lino Soares; Iago R. R. Silva; Roberta A. de A. Fagundes; Fernado F. de Souza (BRACIS, 2019)

Model Based on Deep Feature Extraction for Diagnosis of Alzheimer's Disease. - Iago R. R. Silva; Gabriela S. L. Silva; Rodrigo G. de Souza; Wellington P. dos Santos; Roberta A. de A. Fagundes (IJCNN, 2019)

A Model for Diagnosis of Alzheimer's Disease Using Haralick Texture Features and Meta Feature Selection. - Iago Richard Rodrigues Silva; Marília Nayara Clemente de Almeida Lima; Wellington Pinheiro dos Santos; Roberta Andrade de Araújo Fagundes (MLDM (1), 2019)

Assessing Deep Learning Models for Human-Robot Collaboration Collision Detection in Industrial Environments. - Iago R. R. Silva; Gibson B. N. Barbosa; Carolina C. D. Ledebour; Assis T. Oliveira Filho; Judith Kelner; Djamel Sadok; Silvia Lins; Ricardo S. Souza (BRACIS, 2020)

Short-Term Firm-Level Energy-Consumption Forecasting for Energy-Intensive Manufacturing: A Comparison of Machine Learning and Deep Learning Models. - Andrea Maria Nogueira Cavalcanti Ribeiro; Pedro Rafael X. do Carmo; Iago Richard Rodrigues Silva; Djamel Sadok; Theo Lynn; Patricia Takako Endo (Algorithms, 2020)

Convolutional Extreme Learning Machines: A Systematic Review. - Iago Richard Rodrigues Silva; Sebastião Rogério da Silva Neto; Judith Kelner; Djamel Sadok; Patricia Takako Endo (Informatics, 2021)

A machine learning-based optimization for end-to-end latency in TSN networks. - Daniel Bezerra; Assis Tiago Oliveira Filho; Iago Richard Rodrigues Silva; Marrone Dantas; Gibson B. N. Barbosa; Ricardo S. Souza; Judith Kelner; Djamel Sadok (Comput. Commun., 2022)

FCN-Pose: A Pruned and Quantized CNN for Robot Pose Estimation for Constrained Devices. - Marrone Silvério Melo Dantas; Iago Richard Rodrigues Silva; Assis Tiago Oliveira Filho; Gibson B. N. Barbosa; Daniel Bezerra; Djamel Fawzi Hadj Sadok; Judith Kelner; Maria V. Marquezini; Ricardo Martins de Abreu Silva (CoRR, 2022)

HOSA: An End-to-End Safety System for Human-Robot Interaction. - Gibson B. N. Barbosa; Carolina C. D. Ledebour; Assis T. Oliveira Filho; Iago Richard Rodrigues Silva; Djamel Sadok; Judith Kelner; Ricardo S. Souza (J. Intell. Robotic Syst., 2022)

Modeling and assessing an intelligent system for safety in human-robot collaboration using deep and machine learning techniques. - Iago Richard Rodrigues Silva; Gibson B. N. Barbosa; Assis T. Oliveira Filho; Carolina Cani D. L.; Marrone Dantas; Djamel H. Sadok; Judith Kelner; Ricardo S. Souza; Maria Valéria Marquezini; Silvia Lins (Multim. Tools Appl., 2022)

A fuzzy scheduler for MAS applied to object tracking. - Gibson B. N. Barbosa; Marrone Dantas; Assis T. de Oliveira Filho; Iago Richard Rodrigues Silva; Daniel Bezerra; Djamel Sadok; Judith Kelner; Ricardo S. Souza (Eng. Appl. Artif. Intell., 2023)

A framework for robotic arm pose estimation and movement prediction based on deep and extreme learning models. - Iago Richard Rodrigues Silva; Marrone Dantas; Assis T. de Oliveira Filho; Gibson B. N. Barbosa; Daniel Bezerra; Ricardo S. Souza; Maria Valéria Marquezini; Patricia Takako Endo; Judith Kelner; Djamel Sadok (J. Supercomput., 2023)