m-OCKRA: An Efficient One-Class Classifier for Personal Risk Detection, Based on Weighted Selection of Attributes. - Miryam Elizabeth Villa-Pérez; Luis A. Trejo (IEEE Access, 2020)

Semi-supervised anomaly detection algorithms: A comparative summary and future research directions. - Miryam Elizabeth Villa-Pérez; Miguel Ángel Álvarez-Carmona; Octavio Loyola-González; Miguel Angel Medina-Pérez; Juan Carlos Velazco-Rossell; Kim-Kwang Raymond Choo (Knowl. Based Syst., 2021)

Extracting Mental Health Indicators From English and Spanish Social Media: A Machine Learning Approach. - Miryam Elizabeth Villa-Pérez; Luis A. Trejo; Maisha Binte Moin; Eleni Stroulia (IEEE Access, 2023)

Twitter Dataset for Mental Disorders Detection. - Miryam Elizabeth Villa-Pérez (IEEE DataPort, 2023)

Twitter Tubbs Fire dataset. - Yury E. García; Miryam Elizabeth Villa-Pérez; Kuang Li; Xiao Hui Tai; Luis A. Trejo; Maria L. Daza-Torres; J. Cricelio Montesinos-Lopez; Miriam Nuño (IEEE DataPort, 2024)