Automatic Subject-based Contextualisation of Programming Assignment Lists. - Samuel C. Fonseca; Filipe Dwan Pereira; Elaine H. T. Oliveira; David Fernandes; Leandro S. G. Carvalho; Alexandra I. Cristea (EDM, 2020)

Using learning analytics in the Amazonas: understanding students' behaviour in introductory programming. - Filipe D. Pereira; Elaine H. T. Oliveira; David B. F. Oliveira; Alexandra I. Cristea; Leandro S. G. Carvalho; Samuel C. Fonseca; Armando Maciel Toda; Seiji Isotani (Br. J. Educ. Technol., 2020)

Deep learning for early performance prediction of introductory programming students: a comparative and explanatory study. - Filipe Dwan Pereira; Samuel C. Fonseca; Elaine H. T. Oliveira; David B. F. Oliveira; Alexandra I. Cristea; Leandro S. G. Carvalho (Revista Brasileira de Informática na Educ., 2020)

A Recommender System Based on Effort: Towards Minimising Negative Affects and Maximising Achievement in CS1 Learning. - Filipe D. Pereira; Hermino B. F. Junior; Luiz Rodriguez; Armando M. Toda; Elaine H. T. Oliveira; Alexandra I. Cristea; David B. F. Oliveira; Leandro S. G. Carvalho; Samuel C. Fonseca; Ahmed Alamri; Seiji Isotani (ITS, 2021)

Automatically Deciding on the Integration of Commits Based on Their Descriptions. - Samuel C. Fonseca; Mateus C. Lucena; Tiago M. Reis; Pedro F. Cabral; Walmir A. Silva; Flávia de S. Santos; Felipe T. Giuntini; Juliano Sales (ASE, 2021)

Towards a Human-AI Hybrid System for Categorising Programming Problems. - Filipe Dwan Pereira; Francisco Pires; Samuel C. Fonseca; Elaine H. T. Oliveira; Leandro S. G. Carvalho; David B. F. Oliveira; Alexandra I. Cristea (SIGCSE, 2021)

Explaining Individual and Collective Programming Students' Behavior by Interpreting a Black-Box Predictive Model. - Filipe Dwan Pereira; Samuel C. Fonseca; Elaine H. T. Oliveira; Alexandra I. Cristea; Henrik Bellhäuser; Luiz A. L. Rodrigues; David B. F. Oliveira; Seiji Isotani; Leandro S. G. Carvalho (IEEE Access, 2021)

Toward Supporting CS1 Instructors and Learners With Fine-Grained Topic Detection in Online Judges. - Filipe Dwan Pereira; Samuel C. Fonseca; Sandra Wiktor; David B. F. Oliveira; Alexandra I. Cristea; Aileen Benedict; Mohammadali Fallahian; Mohsen Dorodchi; Leandro S. G. Carvalho; Rafael Ferreira Mello; Elaine H. T. Oliveira (IEEE Access, 2023)