The Past, Present, and Future of Artificial Life. - Wendy Aguilar; Guillermo Santamaría Bonfil; Tom Froese; Carlos Gershenson (Frontiers Robotics AI, 2014)

Measuring the Complexity of Continuous Distributions. - Guillermo Santamaría Bonfil; Nelson Fernández; Carlos Gershenson (Entropy, 2016)

Bag of Errors: Automatic Inference of a Student Model in an Electrical Training System. - Guillermo Santamaría Bonfil; Yasmín Hernández; Miguel Pérez-Ramírez; Gustavo Arroyo-Figueroa (MICAI (2), 2017)

A Package for Measuring Emergence, Self-organization, and Complexity Based on Shannon Entropy. - Guillermo Santamaría Bonfil; Carlos Gershenson; Nelson Fernández (Frontiers Robotics AI, 2017)

Text Mining for Domain Structure Analysis in a Training System for Electrical Procedures. - Yasmín Hernández; Guillermo Santamaría Bonfil; Víctor Pecero (Res. Comput. Sci., 2017)

Single Imputation Methods Applied to a Global Geothermal Database. - Román-Flores Mariana Alelhí; Guillermo Santamaría Bonfil; Lorena Díaz-González; Gustavo Arroyo-Figueroa (MICAI (1), 2018)

A machine-learning approach to speed-up simulation towards the design of optimum operating profiles of power plants. - Erik Rosado-Tamariz; Miguel A. Zuniga-Garcia; Guillermo Santamaría Bonfil; Rafael Batres (IEEA, 2019)

SPI: A Software Tool for Planning Under Uncertainty Based on Learning Factored MDPs. - Alberto Reyes; Pablo H. Ibargüengoytia; Guillermo Santamaría Bonfil (MICAI, 2019)

A Learning Ecosystem for Linemen Training based on Big Data Components and Learning Analytics. - Guillermo Santamaría Bonfil; G. Escobedo-Briones; Miguel Pérez-Ramírez; Gustavo Arroyo-Figueroa (J. Univers. Comput. Sci., 2019)

Towards a Learning Ecosystem for Linemen Training. - Guillermo Santamaría Bonfil (Res. Comput. Sci., 2019)

Knowledge Modelling for Ill-Defined Domains Using Learning Analytics: Lineworkers Case. - Guillermo Santamaría Bonfil; Hector Daniel Díaz-Rodríguez; Gustavo Arroyo-Figueroa; Rafael Batres (ICEUTE, 2020)

Learning analytics for student modeling in virtual reality training systems: Lineworkers case. - Guillermo Santamaría Bonfil; María-Blanca Ibáñez-Espiga; Miguel Pérez-Ramírez; Gustavo Arroyo-Figueroa; Francisco Martínez-Álvarez (Comput. Educ., 2020)

Time Series Complexities and Their Relationship to Forecasting Performance. - Mirna P. Ponce F.; Juan Frausto Solís; Guillermo Santamaría Bonfil; Joaquín Pérez Ortega; Juan Javier González Barbosa (Entropy, 2020)

Towards an Interactive Learning Ecosystem: Education in Power Systems. - Guillermo Santamaría Bonfil (Res. Comput. Sci., 2020)

CARLA: Conversational Agent in Virtual Reality with Analytics. - Pablo Isaac Macias-Huerta; Guillermo Santamaría Bonfil; María-Blanca Ibáñez-Espiga (Res. Comput. Sci., 2020)

CARLA 0.9: Now with more Analytics!. - Carlos Natanael Lecona-Valdespino; Pablo Isaac Macias-Huerta; Rafael Cabañas-Rocha; Guillermo Santamaría Bonfil (Res. Comput. Sci., 2022)

Can We Take Out CARLA from the Uncanny Valley? Analyzing Avatar Design of an Educational Conversational Agent. - Pablo Isaac Macias-Huerta; Carlos Natanael Lecona-Valdespino; Guillermo Santamaría Bonfil; Fernando Marmolejo-Ramos (WILE/HIS/CIAPP@MICAI, 2023)

Machine Learning for Intent Classification in an Educational Chatbot. - Carlos Natanael Lecona-Valdespino; José Moisés Aguilar-Ibarra; Guillermo Santamaría Bonfil (Res. Comput. Sci., 2023)