Wind speed forecasting for wind farms: A method based on support vector regression G Santamaría-Bonfil, A Reyes-Ballesteros, C Gershenson Renewable Energy 85, 790-809, 2016 | 353 | 2016 |
The past, present, and future of artificial life W Aguilar, G Santamaría-Bonfil, T Froese, C Gershenson Frontiers in Robotics and AI 1, 8, 2014 | 118 | 2014 |
Learning analytics for student modeling in virtual reality training systems: Lineworkers case G Santamaría-Bonfil, MB Ibáñez, M Pérez-Ramírez, G Arroyo-Figueroa, ... Computers & Education 151, 103871, 2020 | 50 | 2020 |
Volatility forecasting using support vector regression and a hybrid genetic algorithm G Santamaría-Bonfil, J Frausto-Solís, I Vázquez-Rodarte Computational Economics 45, 111-133, 2015 | 40 | 2015 |
Time Series Complexities and Their Relationship to Forecasting Performance M Ponce-Flores, J Frausto-Solís, G Santamaría-Bonfil, J Pérez-Ortega, ... Entropy 22 (1), 1-18, 2020 | 21 | 2020 |
A Package for Measuring emergence, Self-organization, and Complexity Based on Shannon entropy G Santamaría-Bonfil, C Gershenson, N Fernández Frontiers in Robotics and AI 4, 10, 2017 | 21 | 2017 |
Sociality predicts orangutan vocal phenotype AR Lameira, G Santamaría-Bonfil, D Galeone, M Gamba, ME Hardus, ... Nature Ecology & Evolution, 2022 | 16 | 2022 |
Measuring the complexity of continuous distributions G Santamaría-Bonfil, N Fernández, C Gershenson Entropy 18 (3), 72, 2016 | 15 | 2016 |
Prediction Interval Adjustment for Load-Forecasting using Machine Learning MÁ Zúñiga-García, G Santamaria-Bonfil, G Arroyo-Figueroa, R Batres Applied Sciences 9 (24), 1-20, 2019 | 13 | 2019 |
Emoji as a Proxy of Emotional Communication G Santamaría-Bonfil, OG Toledano López Becoming Human with Humanoid - From Physical Interaction to Social Intelligence, 2019 | 13 | 2019 |
CARLA: Conversational Agent in viRtual reaLity with Analytics PI Macias-Huerta, G Santamarıa-Bonfil, M Blanca 13th Workshop of Intelligent Learning Environments, 1-8, 2020 | 7 | 2020 |
Equivalent Imputation Methodology for Handling Missing Data in Compositional Geochemical Databases of Geothermal Fluids G Santamaría-Bonfil, E Santoyo, L Díaz-González, G Arroyo-Figueroa Geothermics 104, 102440, 2022 | 6 | 2022 |
Power Transformer Fault Detection: A Comparison of Standard Machine Learning and autoML Approaches G Santamaria-Bonfil, G Arroyo-Figueroa, MA Zuniga-Garcia, ... Energies 17 (1), 77, 2023 | 5 | 2023 |
Techno-economic analysis of an indirect solar dryer with thermal energy storage: An approach with machine learning algorithms for decision making AJ Cetina-Quiñones, G Santamaria-Bonfil, RA Medina-Esquivel, ... Thermal Science and Engineering Progress 45, 102131, 2023 | 5 | 2023 |
A Learning Ecosystem for Linemen Training based on Big Data Components and Learning Analytics G. Santamaría-Bonfil, G. Escobedo-Briones, M.Pérez, G. Arroyo-Figueroa Journal of Universal Computer Science 25 (5), 1-28, 2019 | 5 | 2019 |
A machine-learning approach to speed-up simulation towards the design of optimum operating profiles of power plants E Rosado-Tamariz, MA Zuniga-Garcia, G Santamaria-Bonfil, R Batres Proceedings of the 8th International Conference on Informatics, Environment …, 2019 | 3 | 2019 |
Bag of Errors: Automatic inference of a student model in an Electrical Training System G Santamarıa-Bonfil, Y Hernández, M Pérez-Ramırez, G Arroyo-Figueroa MICAI 2017: Mexican International Conference on Artificial Intelligence, 2017 | 3 | 2017 |
An Association-Rule Method for Short-Term Electricity Demand Forecasting and Consumption Pattern Recognition MA Zúñiga-García, G Santamaría-Bonfil, G Arroyo-Figueroa, R Batres 2018 Seventeenth Mexican International Conference on Artificial Intelligence …, 2018 | 2 | 2018 |
Towards a learning ecosystem for linemen training G Santamarıa-Bonfil WILE 2018: 11th Workshop on Intelligent Learning Environments at MICAI 2018, 1-8, 2018 | 2 | 2018 |
Single imputation methods applied to a global geothermal database A Román-Flores, G Santamaría-Bonfil, L Díaz-González, ... MICAI 2018: Advances in Soft Computing, 183-194, 2018 | 2* | 2018 |