Gustavo Arroyo-Figueroa

60 papers A 1B 1C 1Journal 28Unranked 26
YearRankTypeTitle / Venue / Authors
2025 J jnl
AI-Big Data Analytics Platform for Energy Forecasting in Modern Power Systems.
Big Data Cogn. Comput.
Martin Santos-Dominguez, Nicasio Hernández Flores, Isaac Alberto Parra-Ramirez, Gustavo Arroyo-Figueroa
2025 J jnl
Fuzzy Model for Power Transformer Condition Monitoring and Fault Detection.
Int. J. Comb. Optim. Probl. Informatics
Gustavo Angel Huerta Pérez, Alberto Alfonso Aguilar-Lasserre, Marco Julio Del Moral-Argumedo, Gustavo Arroyo-Figueroa
2024 J jnl
An overview of Applied Artificial Intelligence in Power Grids.
Int. J. Comb. Optim. Probl. Informatics
Gustavo Arroyo-Figueroa
2024 J jnl
Desarrollo de un modelo inteligente para predecir el precio marginal local (PML) en un nodo de la red eléctrica nacional.
Res. Comput. Sci.
Marcos Fidel Guzmán Escobar, Alberto Alfonso Aguilar-Lasserre, Marco Julio Del Moral-Argumedo, Nicasio Hernández Flores, Gustavo Arroyo-Figueroa
2024 J jnl
Diagnóstico de fallas en generadores de potencia utilizando algoritmos de machine learning.
Res. Comput. Sci.
Quetzalli Amaya Sánchez, Alberto Alfonso Aguilar-Lasserre, Marco Julio Del Moral-Argumedo, Gustavo Arroyo-Figueroa
2024 J jnl
Fault Diagnosis in Power Generators: A Comparative Analysis of Machine Learning Models.
Big Data Cogn. Comput.
Quetzalli Amaya Sánchez, Marco Julio Del Moral-Argumedo, Alberto Alfonso Aguilar-Lasserre, Oscar Alfonso Reyes Martinez, Gustavo Arroyo-Figueroa
2024 J jnl
Optimization of Marginal Price Forecasting in Mexico through applying Machine Learning Models.
Int. J. Comb. Optim. Probl. Informatics
Marcos Fidel Guzmán Escobar, Alberto Alfonso Aguilar-Lasserre, Marco Julio Del Moral-Argumedo, Nicasio Hernández Flores, Gustavo Arroyo-Figueroa
2023 J jnl
Artificial Intelligence the Strategic Key of Cybersecurity: Cyber defense intelligence: the Strategic Key of Cybersecurity.
Int. J. Comb. Optim. Probl. Informatics
Gustavo Arroyo-Figueroa
2021 J jnl
The use of a virtual reality training system to improve technical skill in the maintenance of live-line power distribution networks.
Interact. Learn. Environ.
Miguel Pérez-Ramírez, Gustavo Arroyo-Figueroa, Andrés Ayala
2020 — conf
Knowledge Modelling for Ill-Defined Domains Using Learning Analytics: Lineworkers Case.
ICEUTE
Guillermo Santamaría Bonfil, Hector Daniel Díaz-Rodríguez, Gustavo Arroyo-Figueroa, Rafael Batres
2020 J jnl
Learning analytics for student modeling in virtual reality training systems: Lineworkers case.
Comput. Educ.
Guillermo Santamaría Bonfil, María-Blanca Ibáñez-Espiga, Miguel Pérez-Ramírez, Gustavo Arroyo-Figueroa, Francisco Martínez-Álvarez
2019 J jnl
A Learning Ecosystem for Linemen Training based on Big Data Components and Learning Analytics.
J. Univers. Comput. Sci.
Guillermo Santamaría Bonfil, G. Escobedo-Briones, Miguel Pérez-Ramírez, Gustavo Arroyo-Figueroa
2018 J jnl
Design and Implementation of a CVRP Simulator Using Genetic Algorithms.
Res. Comput. Sci.
Iván Ramírez, José Alberto Hernández Aguilar, Miguel A. Ruiz-Jaimes, Marco Antonio Cruz-Chavez, Gustavo Arroyo-Figueroa
2018 — conf
Single Imputation Methods Applied to a Global Geothermal Database.
MICAI (1)
Román-Flores Mariana Alelhí, Guillermo Santamaría Bonfil, Lorena Díaz-González, Gustavo Arroyo-Figueroa
2017 J jnl
Aplicación de modelos auto regresivos para la predicción de generación de energía eléctrica a partir de datos eólicos.
Res. Comput. Sci.
Sara Edith Pinzón Pineda, José Alberto Hernández Aguilar, Gustavo Arroyo-Figueroa
2017 — conf
Bag of Errors: Automatic Inference of a Student Model in an Electrical Training System.
MICAI (2)
Guillermo Santamaría Bonfil, Yasmín Hernández, Miguel Pérez-Ramírez, Gustavo Arroyo-Figueroa
2017 C conf
Big Data & Analytics to Support the Renewable Energy Integration of Smart Grids - Case Study: Power Solar Generation.
IoTBDS
Guillermo Escobedo, Norma Jacome-Grajales, Gustavo Arroyo-Figueroa
2017 — conf
The Use of Artificial Intelligence for the Intrusion Detection System in Computer Networks.
MICAI (1)
Santiago Yip Ortuño, José Alberto Hernández Aguilar, Blanca Taboada, Carlos Alberto Ochoa Ortíz Zezzatti, Miguel Pérez-Ramírez, Gustavo Arroyo-Figueroa
2016 J jnl
Application of Business Intelligence to the Power System Process Security.
Res. Comput. Sci.
Norma Jacome-Grajales, G. Escobedo-Briones, Gustavo Arroyo-Figueroa
2016 — conf
Business Intelligence and Data Analytics (BI&DA) to Support the Operation of Smart Grid - Business Intelligence and Data Analytics (BI&DA) for Smart Grid.
IoTBD
G. Escobedo-Briones, Norma Jacome-Grajales, Gustavo Arroyo-Figueroa
2016 J jnl
Design of a Technology Management Infrastructure for Large Volumes of Data in an Intelligent Power Network.
Res. Comput. Sci.
G. Escobedo-Briones, Norma Jacome-Grajales, Gustavo Arroyo-Figueroa
2016 J jnl
Virtual reality training system for maintenance and operation of high-voltage overhead power lines.
Virtual Real.
Andrés Ayala García, Israel Galván Bobadilla, Gustavo Arroyo-Figueroa, Miguel Pérez-Ramírez, Javier Muñoz Román
2015 J jnl
A Model of Affect and Learning for Intelligent Tutors.
J. Univers. Comput. Sci.
Yasmín Hernández, Gustavo Arroyo-Figueroa, Luis Enrique Sucar
2015 — ed.
Advances in Artificial Intelligence and Its Applications - 14th Mexican International Conference on Artificial Intelligence, MICAI 2015, Cuernavaca, Morelos, Mexico, October 25-31, 2015. Proceedings, Part II
MICAI (2)
Obdulia Pichardo-Lagunas, Oscar Herrera-Alcántara, Gustavo Arroyo-Figueroa
2015 — ed.
Fourteenth Mexican International Conference on Artificial Intelligence, MICAI 2015, Cuernavaca, Mexico, October 25-31, 2015
MICAI (Special Sessions)
Grigori Sidorov, Sofía N. Galicia-Haro, Obdulia Pichardo-Lagunas, Oscar Herrera-Alcántara, Gustavo Arroyo-Figueroa
2015 — conf
Towards a Framework to Detect and Prevent Non-technical Losses in Power Distribution Based on Data-Mining Techniques and Bayesian Networks.
MICAI (Special Sessions)
Yasmín Hernández, Gustavo Arroyo-Figueroa, Guillermo Rodríguez, Martin Santos, Hilda Escobedo
2014 — conf
Communities of Practice Supporting Research and Technological Development - A Practical Case at Electrical Sector in Mexico.
WEBIST (1)
Yasmín Hernández, Salvador González-Castro, Gustavo Arroyo-Figueroa
2014 — conf
Electric Utility Enterprise Architecture to Support the Smart Grid - Enterprise Architecture for the Smart Grid.
ICINCO (2)
I. Parra, A. Rodríguez, Gustavo Arroyo-Figueroa
2013 J jnl
A Temporal Bayesian Network for Diagnosis and Prediction
CoRR
Gustavo Arroyo-Figueroa, Luis Enrique Sucar
2013 J jnl
SCORM Sequencing and Navigation Model.
Res. Comput. Sci.
Liliana Argotte, Gustavo Arroyo-Figueroa, Julieta Noguez
2012 J jnl
Survey on Understanding the Tutorial Actions based on Students' Affect.
Res. Comput. Sci.
Yasmín Hernández, Gustavo Arroyo-Figueroa, Luis Enrique Sucar
2012 — conf
Towards Personalized Training of Electric Power Generation Operators.
CSEDU (1)
Ricardo Molina, Guillermo Rodríguez, Yasmín Hernández, Israel Paredes, Gustavo Arroyo-Figueroa, Liliana Argotte
2011 — conf
Intelligent E-Learning System for Training Power Systems Operators.
KES (2)
Liliana Argotte, Yasmín Hernández, Gustavo Arroyo-Figueroa
2011 — conf
Intelligent Learning System Based on SCORM Learning Objects.
MICAI (1)
Liliana Argotte, Julieta Noguez, Gustavo Arroyo-Figueroa
2010 J jnl
Applying Diverse Data Mining Methods in the Electric Power Industry.
Res. Comput. Sci.
Eduardo F. Morales, Guillermo Rodríguez-Ortiz, Gustavo Arroyo-Figueroa, Manuel Mejía-Lavalle
2010 — conf
Evaluating an Affective Student Model for Intelligent Learning Environments.
IBERAMIA
Yasmín Hernández, Luis Enrique Sucar, Gustavo Arroyo-Figueroa
2010 J jnl
Integrating learning styles and affective bahavior into an intelligent environment for learning.
Res. Comput. Sci.
Guillermo Rodríguez, Gustavo Arroyo-Figueroa, Yasmín Hernández Pérez
2010 J jnl
Intelligent systems and their application to power systems.
Res. Comput. Sci.
Gustavo Arroyo-Figueroa
2009 J jnl
Desarrollo e Integración de un Modelo de Comportamiento Afectivo a un Sistema Tutor Inteligente.
Rev. Iberoam. de Tecnol. del Aprendiz.
Yasmín Hernández Pérez, Luis Enrique Sucar, Gustavo Arroyo-Figueroa
2008 — conf
Building an Affective Model for Intelligent Tutoring Systems with Base on Teachers' Expertise.
MICAI
Yasmín Hernández, Luis Enrique Sucar, Gustavo Arroyo-Figueroa
2008 B conf
Evaluating a Probabilistic Model for Affective Behavior in an Intelligent Tutoring System.
ICALT
Yasmín Hernández, Gustavo Arroyo-Figueroa, Luis Enrique Sucar
2007 J jnl
Comparison of Two Types of Event Bayesian Networks: A Case Study.
Appl. Artif. Intell.
Severino F. Galán, Gustavo Arroyo-Figueroa, Francisco Javier Díez, Luis Enrique Sucar
2007 — conf
Learning Objects Repository for Training of Power Systems Operators.
KES (2)
Gustavo Arroyo-Figueroa, Liliana Argotte-Ramos, Guillermo Rodríguez-Ortiz
2007 — conf
Non-Myopic Feature Selection Method for Continuous Attributes and Discrete Class.
ENC
Manuel Mejía-Lavalle, Guillermo Rodríguez, Gustavo Arroyo-Figueroa
2007 — conf
Two Simple and Effective Feature Selection Methods for Continuous Attributes with Discrete Multi-class.
MICAI
Manuel Mejía-Lavalle, Eduardo F. Morales, Gustavo Arroyo-Figueroa
2006 — conf
Intelligent Environment for Training of Power Systems Operators.
KES (1)
Gustavo Arroyo-Figueroa, Yasmín Hernández, Luis Enrique Sucar
2006 — conf
Power System Database Feature Selection Using a Relaxed Perceptron Paradigm.
MICAI
Manuel Mejía-Lavalle, Gustavo Arroyo-Figueroa
2005 — conf
A Probabilistic Model of Affective Behavior for Intelligent Tutoring Systems.
MICAI
Yasmín Hernández, Julieta Noguez, Luis Enrique Sucar, Gustavo Arroyo-Figueroa
2005 — conf
An Optimization Approach for Feature Selection in an Electric Billing Database.
KES (4)
Manuel Mejía-Lavalle, Guillermo Rodríguez-Ortiz, Gustavo Arroyo-Figueroa
2005 J jnl
Temporal Bayesian Network of Events for Diagnosis and Prediction in Dynamic Domains.
Appl. Intell.
Gustavo Arroyo-Figueroa, Luis Enrique Sucar
2004 — conf
Comparative Evaluation of Temporal Nodes Bayesian Networks and Networks of Probabilistic Events in Discrete Time.
MICAI
Severino F. Galán, Gustavo Arroyo-Figueroa, Francisco Javier Díez, Luis Enrique Sucar
2004 — conf
Feature Selection-Ranking Methods in a Very Large Electric Database.
MICAI
Manuel Mejía-Lavalle, Guillermo Rodríguez-Ortiz, Gustavo Arroyo-Figueroa, Eduardo F. Morales
2004 — conf
Intelligent Control Algorithm for Steam Temperature Regulation of Thermal Power Plants.
MICAI
Alfredo Sanchez-Lopez, Gustavo Arroyo-Figueroa, Alejandro Villavicencio Ramírez
2004 — ed.
MICAI 2004: Advances in Artificial Intelligence, Third Mexican International Conference on Artificial Intelligence, Mexico City, Mexico, April 26-30, 2004, Proceedings
MICAI
Raúl Monroy, Gustavo Arroyo-Figueroa, Luis Enrique Sucar, Juan Humberto Sossa Azuela
2004 — conf
Qualitative and Quantitative Probabilistic Temporal Reasoning - for Industrial Applications.
ICINCO (1)
Gustavo Arroyo-Figueroa
2003 J jnl
Preprocessing Data to Mining a Power Generation Database.
Res. Comput. Sci.
Gustavo Arroyo-Figueroa, Guillermo Rodríguez, Manuel Mejía-Lavalle
2002 — conf
Modeling Dynamical Causal Interactions with Fuzzy Temporal Networks for Process Operation Support Systems.
MICAI
Gustavo Arroyo-Figueroa, Raúl Herrera-Avelar
2001 J jnl
Medical Diagnosis Using Temporal Probabilistic Networks.
Computación y Sistemas
Gustavo Arroyo-Figueroa, Luis Enrique Sucar
2000 — conf
EDAS - Event-Disturbance Analysis System for Fossil Power Plants Operation.
MICAI
Gustavo Arroyo-Figueroa, Luis Enrique Sucar
1999 A conf
A Temporal Bayesian Network for Diagnosis and Prediction.
UAI
Gustavo Arroyo-Figueroa, Luis Enrique Sucar