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Guillermo Santamaría-Bonfil
Guillermo Santamaría-Bonfil
BBVA México
Verified email at bbva.com - Homepage
Title
Cited by
Cited by
Year
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
3482016
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
1082014
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
442020
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
402015
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
212020
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
202017
Sociality predicts orangutan vocal phenotype
AR Lameira, G Santamaría-Bonfil, D Galeone, M Gamba, ME Hardus, ...
Nature Ecology & Evolution, 2022
152022
Measuring the complexity of continuous distributions
G Santamaría-Bonfil, N Fernández, C Gershenson
Entropy 18 (3), 72, 2016
142016
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
132019
Emoji as a Proxy of Emotional Communication
G Santamaría-Bonfil, OG Toledano López
Becoming Human with Humanoid - From Physical Interaction to Social Intelligence, 2019
112019
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
62022
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
62020
The past, present and future of artificial life Front
W Aguilar, G Santamaría-Bonfil, T Froese, C Gershenson
Robot. AI 1 (8), 2014
62014
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
52019
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
42023
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
32019
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
32017
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
22023
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
22018
Towards a learning ecosystem for linemen training
G Santamarıa-Bonfil
WILE 2018: 11th Workshop on Intelligent Learning Environments at MICAI 2018, 1-8, 2018
22018
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Articles 1–20