Autoencoders for Educational Assessment. - Geoffrey A. Converse; Mariana Curi; Suely Oliveira (AIED (2), 2019)

Variational Autoencoders for Baseball Player Evaluation. - Geoffrey A. Converse; Brooke Arnold; Mariana Curi; Suely Oliveira (FSDM, 2019)

Interpretable Variational Autoencoders for Cognitive Models. - Mariana Curi; Geoffrey A. Converse; Jeffrey Hajewski; Suely Oliveira (IJCNN, 2019)

Writing Proficiency Assessment: Regression Analysis of Item Response Theory supported by Machine Learning Techniques. - W. P. Silva; Elias de Oliveira; Mariana Curi; Jean-Rémi Bourguet (CLEI, 2021)

Estimation of multidimensional item response theory models with correlated latent variables using variational autoencoders. - Geoffrey A. Converse; Mariana Curi; Suely Oliveira; Jonathan Templin (Mach. Learn., 2021)

DIF-SR: A Differential Item Functioning-Based Sample Reweighting Method. - Diego Minatel; Antonio Rafael Sabino Parmezan; Mariana Curi; Alneu de Andrade Lopes (CIARP, 2023)

Fairness-Aware Model Selection Using Differential Item Functioning. - Diego Minatel; Antonio Rafael Sabino Parmezan; Mariana Curi; Alneu de Andrade Lopes (ICMLA, 2023)

Unfairness in Machine Learning for Web Systems Applications. - Diego Minatel; Nícolas Roque dos Santos; Angelo Cesar Mendes da Silva; Mariana Curi; Ricardo Marcondes Marcacini; Alneu de Andrade Lopes (WebMedia, 2023)

Teste Adaptativo Multiestágio para o ENEM. - Gabriel Couto Tabak; Jean Piton-Gonçalves; Thales Akira Matsumoto Ricarte; Mariana Curi (Revista Brasileira de Informática na Educ., 2023)

Masked Autoencoder Transformer for Missing Data Imputation of PISA. - Guilherme Mendonça Freire; Mariana Curi (AIED Companion (1), 2024)

What rating they will probably give: A cognitive diagnosis approach for recommending items based on polytomous responses and latent attributes. - Fernanda Tostes Marana; Renato da Silva Fernandes; Jorge Luis Bazán Guzmán; André Carlos Ponce de Leon Ferreira de Carvalho; Mariana Curi (Expert Syst. Appl., 2024)

A DIF-Driven Threshold Tuning Method for Improving Group Fairness. - Diego Minatel; Antonio Rafael Sabino Parmezan; Nícolas Roque dos Santos; Mariana Curi; Alneu de Andrade Lopes (SAC, 2025)

Age- and sex-specific normative curves for intracranial and ventricular volumes from head CT scans. - Pedro Vinicius Alves Silva; Bruna Garbes Goncalves Pinto; Gabriel Ferracioli; Klaus Schumacher; Artur Jose Marques Paulo; Luis Alvaro Correia; Mariana Curi; Mateus Trinconi Cunha; Joselisa Peres Queiroz de Paiva; Tatiana Larissa Medeiros Arcanjo Marques; Rafael Maffei Loureiro (NeuroImage, 2025)