Laboratorio de Optimización y Pronósticos

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Jefe de Laboratorio:


Investigaciones Recientes:

Nombre del proyectoInvestigadoresPublicación/ConferenciaAño
Deep Learning Approaches for Affective Computing in TextRamón Zatarain Cabada, María Lucía Barrón Estrada, Víctor Manuel Bátiz BeltránAdvanced Applications of Generative AI and Natural Language Processing Models2024
Optimization of the water quality monitoring network in a basin with intensive agriculture using artificial intelligence algorithmsKimberly Mendivil García,  José Luis Medina,  Héctor Rodríguez Rangel,  Adriana RoéSosa, Leonel Ernesto Amábilis SosaWater Supply2023
Machine learning methods modeling carbohydrate-enriched cyanobacteria biomass production in wastewater treatment systemsHéctor Rodríguez Rángel,  Dulce María Arias,  Luis Alberto Morales Rosales,  Victor Gonzalez Huitron,  Mario Valenzuela Partida,  Joan GarcíaEnergies2023
Analysis of statistical and artificial intelligence algorithms for real-time speed estimation based on vehicle detection with YOLOHéctor Rodríguez Rangel,  Luis Alberto Morales Rosales,  Rafael Imperial Rojo,  Mario Alberto Roman Garay,  Gloria Ekaterine Peralta Peñuñuri,  Mariana Lobato BáezApplied Sciences2023
Evaluation of eXtended reality (XR) technology on motivation for learning physics among students in mexican schoolsBrandon Antonio Cárdenas Sainz, María Lucía Barrón Estrada, Ramón Zatarain Cabada,  Maria Elena Chavez EcheagarayComputers & Education: X Reality2023
Methods for Data RepresentationRamón Zatarain Cabada,  Héctor Manuel Cárdenas López,  Hugo Jair EscalanteMultimodal Affective Computing: Technologies and Applications in Learning Environments2023
Semantic fusion of facial expressions and textual opinions from different datasets for learning-centered emotion recognitionHéctor Manuel Cárdenas López,  Ramón Zatarain Cabada,  María Lucía Barrón-Estrada,  Hugo Mitre HernándezSoft Computing2023
Building Resources for Emotion DetectionRamón Zatarain Cabada,  Héctor Manuel Cárdenas López,  Hugo Jair EscalanteMultimodal Affective Computing: Technologies and Applications in Learning Environments2023
Machine Learning and Pattern Recognition in Affective ComputingRamón Zatarain Cabada, Héctor Manuel Cárdenas López, Hugo Jair EscalanteMultimodal Affective Computing: Technologies and Applications in Learning Environments2023
Model Integration to a Learning SystemRamón Zatarain Cabada, Héctor Manuel Cárdenas López, Hugo Jair EscalanteMultimodal Affective Computing: Technologies and Applications in Learning Environments2023
Multimodal Emotion Recognition in Learning EnvironmentsRamón Zatarain Cabada, Héctor Manuel Cárdenas López, Hugo Jair EscalanteMultimodal Affective Computing: Technologies and Applications in Learning Environments2023
Intelligent Augmented Reality for Learning GeometryAldo Uriarte Portillo, Ramón Zatarain Cabada, María Lucía Barrón Estrada, María Blanca Ibáñez, Lucía Margarita González BarrónInformation2023
Comparison of using an augmented reality learning tool at home and in a classroom regarding motivation and learning outcomesAldo Uriarte Portillo, María Blanca Ibáñez, Ramón Zatarain Cabada, María Lucía Barrón EstradaMultimodal Technologies and Interaction2023
AFFECT AND IMMERSION IN FISICARTIVO FOR PHYSICS LEARNINGRamón Zatarain-Cabada, María Lucía Barrón-Estrada, Brandon Antonio Cardenas Sainz, Héctor Manuel Cárdenas LópezICERI2023 Proceedings2023
DA-VINCIS at IberLEF 2023: Detecting Aggressive and Violent Incidents from Social Media in Spanish using Text InformationRamón Zatarain Cabada, María Lucía Barrón Estrada, Víctor Manuel Bátiz Beltrán, Ramón Alberto Camacho Sapien, Néstor Leyva López, Gerardo Ángel Beltrán Ruiz, Brandon Antonio Cárdenas Sainz, Héctor Manuel Cárdenas LópezProceedings http://ceur-ws. org ISSN2023
An Online Course of Dynamics and Kinematics Physics Education Using eXtended Reality (XR) Technologies.María Lucía Barrón-Estrada, Brandon Antonio Cardenas Sainz, Ramón Zatarain-CabadaDynamic Curriculum Development and Design Strategies for Effective Online Learning in Higher Education2023
Experiences of web‐based extended reality technologies for physics educationRamón Zatarain Cabada, María Lucia Barrón Estrada, Brandon Antonio Cárdenas Sainz, María Elena Chavez EcheagarayComputer Applications in Engineering Education2023
Identificación de un individuo mediante la voz utilizando redes convolucionales y umbrales de aceptación.José Luis Medina Jiménez, Héctor Rodríguez Rangel, Gloria Ekaterine Peralta Peñuñuri, Mario Alberto Román Garay, Luis Alberto Morales-RosalesRes. Comput. Sci.2023
FisicARtivo: Design of a learning tool for physics education using web-based XR technologyBrandon Antonio Cárdenas Sainz, Ramón Zatarain Cabada, María Lucia Barrón-Estrada, María Elena Chavez Echeagaray, Rosalio Zatarain Cabada2022 IEEE Mexican International Conference on Computer Science (ENC)2022
EstelAR: an Augmented Reality Astronomy learning tool for STEM studentsAlec Guerrero Gallardo, María Lucía Barrón Estrada, Ramón Zatarain Cabada, Mese Z Giannina Dalle, Aldo Uriarte Portillo2022 IEEE Mexican International Conference on Computer Science (ENC)2022
Creation of a Dataset for personality and professional interest recognitionAbel Robles Montoya, María Lucia Barrón Estrada, Ramón Zatarain Cabada, Héctor Manuel Cárdenas López, Arcelia Judith Bustillos Martínez2022 IEEE Mexican International Conference on Computer Science (ENC)2022
A multiplatform application for automatic recognition of personality traits for Learning EnvironmentsVíctor Manuel Bátiz Beltrán, Ramón Zatarain Cabada, María Lucía Barrón Estrada, Héctor Manuel Cárdenas López, Hugo Jair Escalante2022 International Conference on Advanced Learning Technologies (ICALT)2022
ZeusAR: a process and an architecture to automate the development of augmented reality serious gamesHumberto Marin-Vega, Giner Alor Hernandez, Luis Omar Colombo Mendoza, Maritza Bustos Lopez, Ramon Zatarain CabadaMultimedia Tools and Applications2022
Higher Immersive Profiles Improve Learning Outcomes in Augmented Reality Learning EnvironmentsAldo Uriarte Portillo, María-Blanca Ibáñez, Ramón Zataraín Cabada, María Lucía Barrón EstradaInformation2022
Integration and acceptance of Natural User Interfaces for interactive learning environmentsBrandon Antonio Cárdenas Sainz, María Lucia Barrón Estrada, Ramón Zatarain Cabada, José Mario Ríos-FélixInternational Journal of Child-Computer Interaction2022
AR Application for Learning Electrical CircuitsAldo Uriarte Portillo, Luis Marcos Plata Delgado, Ramón Zatarain Cabada, María Lucía Barrón Estrada, Rosalío Zatarain CabadaIntelligent Learning Environments2022
Convolutional Neural Networks-based plant disease detection implemented on low-power consumption deviceEduardo A. Huerta Mora, Víctor Alejandro González Huitrón, Abraham Efraim Rodríguez Mata, Hector Rodríguez Rangel2021 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC)2021
Neuronal Slidding Mode Output Control Application in a Attitude for QuadrotorAbraham Efraim Rodríguez Mata, R. Aurélien Cabarbaye, Rogelio Baray Arana, P. Acosta Cano De Los Ríos, Hector Rodríguez Rangel2021 18th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)2021
A review on cyanobacteria cultivation for carbohydrate-based biofuels: cultivation aspects, polysaccharides accumulation strategies, and biofuels production scenariosDulce María Arias, Edwin Ortíz-Sánchez, Patrick U. Okoye, Hector Rodríguez Rangel,A. Balbuena Ortega, Adriana Longoria, Ruth Domínguez Espíndola, PJ SebastianScience of The Total Environment2021
Load Prediction in Electrical Networks using LSTMFrancisco Félix, Néstor Leyva, Óscar Urías, Manuel Medrano, Héctor Rodríguez Rangel, Juan J. Flores2021 Mexican International Conference on Computer Science (ENC)2021
Emotion recognition: from speech and facial expressionsHumberto Pérez Espinosa, Ramón Zatarain Cabada, María Lucía Barrón EstradaBiosignal Processing and Classification Using Computational Learning and Intelligence2021
Patrony: A mobile application for pattern recognition learningMaría Lucia Barrón Estrada, Ramón Zatarain Cabada, Jorge Abraham Romero Polo, Julieta Noguez MonroyEducation and Information Technologies2021
Detección de enfermedades foliares con arquitecturas de redes neuronales convolucionalesEduardo Alfonso Huerta Mora, Víctor González Huitrón, Héctor Rodríguez Rangel, Leonel Ernesto Amabilis SosaRINDERESU2021
Disease detection in tomato leaves via CNN with lightweight architectures implemented in Raspberry Pi 4Víctor Alejandro González Huitrón, José A León Borges, Abraham Efraim Rodríguez Mata, Leonel Ernesto Amabilis Sosa, Eduardo Alfonso Huerta Mora, Blenda Ramírez Pereda, Héctor Rodríguez RangelComputers and Electronics in Agriculture2021
Analysis of stress and anxiety in university students to identify correlated factors.Mariana Lobato Báez, Luis Alberto Morales Rosales, Ignacio Algredo Badillo, Héctor Rodríguez RángelJournal Educational Theory/Revista de Teoría Educativa2021
Analysis of stress and anxiety in university students to identify correlated factors.Yesenia N González Meneses, Josefina Guerrero García, Carlos Alberto Reyes García, Ramón Zatarain-CabadaMexican Conference on Pattern Recognition2021
Automatic Recognition of Learning-Centered EmotionsCarlos Alberto Reyes García, Ramón Zatarain CabadaPattern Recognition: 13th Mexican Conference, MCPR 2021, Mexico City, Mexico, June 23–26, 2021, Proceedings2021
Desarrollo de una plataforma tecnológica para la generación de software educativo usando el aprendizaje basado en juegosHumberto Marin Vega, Giner Alor Hernández, Ramon Zatarain CabadaInstituto Tecnológico de Orizaba2020
A virtual environment for learning computer coding using gamification and emotion recognitionRamón Zatarain Cabada, María Lucía Barrón Estrada, José Mario Ríos Félix, Giner Alor HernándezInteractive learning environments2020
Teaching computational thinking in Mexico: A case study in a public elementary schoolJosé Mario Ríos Félix, Ramón Zatarain Cabada, María Lucía Barrón EstradaEducation and Information Technologies2020
CREACIÓN DE UN CORPUS DE FRASES PARA MINERÍA DE DATOS EDUCATIVA VALIDADO POR EXPERTOSMaría Lucia Barrón Estrada, Ramón Zatarain Cabada, Oscar Omar Sánchez AlvaradoMiscelánea Científica en México2020
An intelligent learning environment for computational thinkingJosé Mario Ríos Félix, Ramón Zatarain Cabada, María Lucía Barrón Estrada, Jesús Favela VaraComputación y Sistemas2020
Plant disease detection with convolutional neural networks implemented on raspberry pi 4Eduardo Alfonso Huerta Mora, Víctor Alejandro González Huitrón, Abraham Efraim Rodríguez Mata, Héctor Rodríguez Rangel2020 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC)2020
A brief comparison of different learning methods for wind speed forecastingHector Rodríguez Rangel, Jose Misael Burruel Zazueta, Rafael Imperial Rojo, Victor Alejandro Gonzalez Huitron, Gloria Ekaterine Peralta Peñuñuri2020 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC)2020
Multi-step forecasting strategies for wind speed time seriesHector Rodríguez Rangel, Manuel Medrano, Luis Morales Rosales, Gloria Ekaterine Peralta Peñuñuri, Juan J. Flores2020 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC)2020
Desarrollo de una plataforma tecnológica para la generación de software educativo usando el aprendizaje basado en juegosHumberto Marin Vega, Giner Alor Hernández, Ramon Zatarain CabadaInstituto Tecnológico de Orizaba2020
A Brief Review of Game Engines for Educational and Serious Games DevelopmentJorge Luis García-Alcaraz, Humberto Marin, Giner Alor Hernández, Ramón Zatarain Cabada María Lucia Barrón EstradaInstituto de Ingeniería y Tecnología2020
Opinion mining and emotion recognition applied to learning environmentsMaría Lucía Barrón Estrada, Ramón Zatarain Cabada, Raúl Oramas Bustillos, Mario GraffExpert Systems with Applications2020
A natural user interface implementation for an interactive learning environmentMaría Lucia Barrón Estrada, Ramón Zatarain Cabada, Brandon Antonio Cardenas Sainz2020 IEEE 20th International Conference on Advanced Learning Technologies (ICALT)2020
Personality-based emotion recognition for learning environmentsRamón Zatarain Cabada, María Lucia Barrón Estrada, Hector Manuel Cardenas Lopez2020 IEEE 20th International Conference on Advanced Learning Technologies (ICALT)2020
Prediction of the Solar Resource through DifferencesJuan J Flores, Baldwin Cortés, José R. Cedeño González, Antony Morales, Hector Rodríguez Rangel, Roberto Tapia, Félix Calderón2020 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC)2020
A metaheuristic optimization approach for parameter estimation in arrhythmia classification from unbalanced dataJuan Carlos Carrillo Alarcón, Luis Alberto Morales Rosales, Héctor Rodríguez Rángel, Mariana Lobato Báez, Antonio Muñoz, Ignacio Algredo BadilloSensors2020
Hyperparameter optimization in CNN for learning-centered emotion recognition for intelligent tutoring systemsRamón Zatarain Cabada, Héctor Rodríguez Rangel, María Lucia Barrón Estrada, Hector Manuel Cardenas LopezSoft Computing2020
Impact of augmented reality technology on academic achievement and motivation of students from public and private Mexican schools. A case study in a middle-school geometry courseMaría Blanca Ibáñez Espiga, Aldo Uriarte Portillo, Ramón Zatarain Cabada, María Lucia Barrón EstradaComputers & Education2020
A fuzzy petri net model for assessing analogical reasoning in children ranging from 5 to 8 years oldLuis Alberto Morales Rosales, Ignacio Algredo Badillo, Mariana Lobato Baez, Carlos Hernandez Gracidas, Hector Rodríguez RangelJournal of Intelligent & Fuzzy Systems2020
ESTUDIO CORRELACIONAL DE PEARSON PARA LA IDENTIFICACIÓN DE FACTORES DE ESTRÉS ACADÉMICO EN EL NIVEL SUPERIOR.(PEARSON CORRELATIONAL STUDY FOR THE IDENTIFICATION OF ACADEMIC …Mariana Lobato Báez, Luis Alberto Morales Rosales, Jesús Lobato Báez, Héctor Rodríguez Rangel, Ignacio Algredo BadilloPistas Educativas2019
Forecasting from incomplete and chaotic wind speed dataHector Rodriguez Rangel, Juan J. Flores, Luis Alberto Morales Rosales, Carlos Lara, Armando Guerra, Giovanni Manjarrez MontelongoSoft Computing2019
Assessing cognitive load using oculometrics to identify deceit during interviewsHugo Mitre Hernández, Jorge Sánchez Rodríguez, Ramón Zatarain Cabada, María Lucia Barrón EstradaApplied Cognitive Psychology2019
Reconocimiento multimodal de emociones orientadas al aprendizajeRamón Zatarain Cabada, María Lucia Barrón Estrada, Héctor Manuel Cárdenas LópezRes. Comput. Sci.2019
Emotion Recognition for Education using Sentiment Analysis.María Lucia Barrón Estrada, Ramón Zatarain Cabada, Raúl Oramas BustillosRes. Comput. Sci.2019
A Talent Management Model for Innovation and Competitiveness in Complex Domains: A Case Study in the Latin American Energy SectorYasmín Hernández Pérez, Ramón Zatarain Cabada, María Lucía Barrón EstradaManaging Innovation in Highly Restrictive Environments: Lessons from Latin America and Emerging Markets2019
Opinion mining and emotion recognition in an intelligent learning environmentRaúl Oramas-Bustillos, Ramón Zatarain Cabada, María Lucía Barrón Estrada, Yasmín Hernández PérezComputer Applications in Engineering Education2019
Soft computing methods with phase space reconstruction for wind speed forecasting—a performance comparisonJuan J. Flores, Jose R. Cedeno Gonzalez, Héctor Rodríguez Rangel, Mario Graff, Rodrigo Lopez Farias, Felix CalderonEnergies2019
Optimización Distribuida de Redes Convolucionales para la Clasificación de Imágenes.Emmanuel F. Ramírez Hernández, Héctor Rodríguez Rangel, Víctor González Huitrón, Juan J. Flores, Vicenç PuigRes. Comput. Sci2019
Pronóstico de la velocidad del viento mediante técnicas de Inteligencia Artificial.Juan Ramón V. Barraza, Héctor Rodríguez Rangel, Víctor González Huitrón, Carlos A Lara-Alvarez, Juan J FloresRes. Comput. Sci2019
A corpus for sentiment analysis and emotion recognition for a learning environmentMaría Lucía Barron Estrada, Ramon Zatarain Cabada, Sandra Lucia Ramírez-Ávila2018 IEEE 18th International Conference on Advanced Learning Technologies (ICALT)2018
Multimodal recognition of emotions with application to mobile learningMaría Lucía Barrón Estrada, Ramón Zatarain Cabada, Claudia G Aispuro Gallegos2018 IEEE 18th International Conference on Advanced Learning Technologies (ICALT)2018
A Talent Management Model for Innovation and Competitiveness in Complex Domains: A Case StudyYasmín Hernández Pérez, Ramón Zatarain Cabada, María Lucía Barrón EstradaManaging Innovation in Highly Restrictive Environments: Lessons from Latin America and Emerging Markets2018
An affective and Web 3.0-based learning environment for a programming languageRamón Zataraín Cabada, María Lucía Barrón Estrada, Francisco González Hernández, Raúl Oramas Bustillos, Carlos Alberto Reyes-GarcíaTelematics and Informatics2018
Multi-model prediction for demand forecast in water distribution networksRodrigo Lopez Farias, Vicenç Puig, Hector Rodriguez Rangel, Juan J. FloresEnergies2018
Identificación de los factores adversos que influyen en los jóvenes egresados para incorporase al campo laboralLuis Alberto Morales Rosales, Mariana Lobato Báez, Ignacio Algredo Badillo, Héctor Rodríguez RangelPistas Educativas2018
Diseño y desarrollo de una red social de aprendizaje colaborativo para dispositivos móvilesMaría Lucia Barrón Estrada, Ramón Zatarain Cabada, Rodrigo Beltrán LugoPistas Educativas2018
Implementación de kNN sobre un GPU para predicción de la velocidad del viento.Hector Rodríguez Rangel, Glenn Della Rocca, Juan J. Flores, Luis Alberto Morales Rosales, Nora E. Cancela GarcíaRes. Comput. Sci2018
On-road obstacle detection video system for traffic accident preventionLuis Alberto Morales Rosales, Ignacio Algredo Badillo, Carlos Arturo Hernández Gracidas, Hector Rodríguez Rangel, Mariana Lobato BáezJournal of Intelligent & Fuzzy Systems2018
Counting the number of words and lines read by fusing eye tracking and character recognition data: A bayes factor approachCarlos Lara-Álvarez, Tania Reyes, Hector Rodríguez RangelJournal of Intelligent & Fuzzy Systems2018
Cuerpos y planos geométricos usando realidad aumentada y computación afectiva.Ramón Zatarain Cabada, María Lucia Barrón Estrada, María Blanca Ibáñez Espiga, Aldo Uriarte PortilloRes. Comput. Sci2018
Uso de analizador de emociones en sistemas educativos inteligentes.María Lucia Barrón Estrada, Ramón Zatarain Cabada, Sandra Lucia Ramírez Ávila, Raúl GuerreroRes. Comput. Sci2018
Affective Recognition and Gamification Applied to Learning Algorithmic Logic and ProgrammingRamón Zatarain CabadaRevista electrónica de investigación educativa2018
Reconocimiento afectivo y gamificación aplicados al aprendizaje de Lógica algorítmica y programaciónRamón Zatarain CabadaRevista electrónica de investigación educativa2018
Ambiente inteligente de aprendizaje de depuración de errores en programas Java.María Lucia Barrón Estrada, Ramón Zatarain Cabada, Elvia Minerva Valencia Rodríguez, Gloria Ekaterine Peralta PeñuñuriRes. Comput. Sci2018
Mining of educational opinions with deep learningRamón Zatarain Cabada, María Lucía Barrón Estrada, Raúl Oramas BustillosJournal of Universal Computer Science2018
Emotion recognition using a convolutional neural networkRamón Zatarain Cabada, María Lucía Barrón Estrada, Francisco Gonzalez Hernandez, Héctor Rodríguez RangelAdvances in Computational Intelligence: 16th Mexican International Conference on Artificial Intelligence, MICAI 2017, Enseneda, Mexico, October 23-28, 2017, Proceedings, Part II 162018
Recognition of learning-centered emotions using a convolutional neural networkFrancisco Gonzalez Hernandez, Ramón Zatarain Cabada, María Lucía Barrón Estrada, Héctor Rodríguez RangelJournal of Intelligent & Fuzzy Systems2018
Building a face expression recognizer and a face expression database for an intelligent tutoring systemRamón Zatarain Cabada, María Lucía Barrón Estrada, Francisco Gonzalez Hernandez, Héctor Rodríguez Rangel2017 IEEE 17th International Conference on Advanced Learning Technologies (ICALT)2017
Sentiment analysis in an affective intelligent tutoring systemMaría Lucía Barrón Estrada, Ramón Zatarain Cabada, Raúl Oramas Bustillos, Francisco González Hernández2017 IEEE 17th international conference on advanced learning technologies (ICALT)2017
Building a Corpus of Phrases Related to Learning for Sentiment Analysis.María Lucía Barrón Estrada, Ramón Zatarain Cabada, Raúl Oramas Bustillos, Sandra Lucia Ramírez AvilaRes. Comput. Sci2017
Pronóstico a corto plazo de velocidad del viento a partir de datos incompletos.Hector Rodriguez Rangel, Noel A Garcia Carrillo, Juan J. Flores, Luis Alberto Morales Rosales, Giovanni Manjarrez MontelongoRes. Comput. Sci2017
Short-term demand forecast using a bank of neural network models trained using genetic algorithms for the optimal management of drinking water networksHector Rodriguez Rangel, Vicenç Puig, Rodrigo Lopez Farias, Juan J. FloresJournal of Hydroinformatics2017
A brief review of game engines for educational and serious games developmentHumberto Marín Vega, Giner Alor Hernández, Ramón Zatarain Cabada, María Lucía Barrón Estrada, Jorge Luis García AlcarazLanguage Learning and Literacy: Breakthroughs in Research and Practice2017
Wind speed time series reconstruction using a hybrid neural genetic approachHector Rodriguez Rangel, Juan J. Flores, Vicenç Puig, Luis Morales, A. Guerra, F. CalderonIOP Conference series: earth and environmental science2017
Building a corpus and a local binary pattern recognizer for learning-centered emotionsRamón Zatarain Cabada, María Lucía Barrón Estrada, Francisco González Hernández, Raúl Oramas Bustillos, Giner Alor Hernández, Carlos Alberto Reyes GarcíaAdvances in Soft Computing: 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Cancún, Mexico, October 23–28, 2016, Proceedings, Part II 152017
CodeTraining: An authoring tool for a gamified programming learning environmentMaría Lucía Barrón Estrada, Ramón Zatarain Cabada, Mario Lindor-ValdezAdvances in Soft Computing: 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Cancún, Mexico, October 23–28, 2016, Proceedings, Part II 152017
Affective learning system for algorithmic logic applying gamificationRamón Zatarain Cabada, María Lucía Barrón Estrada, José Mario Ríos FélixAdvances in Soft Computing: 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Cancún, Mexico, October 23–28, 2016, Proceedings, Part II 152017
Knowledge-based system in an affective and intelligent tutoring systemRamón Zatarain Cabada, María Lucía Barrón Estrada, Yasmín Hernández PérezCurrent trends on knowledge-based systems2017
Sistema tutor afectivo para la enseñanza de lógica algorítmica y programación.Yasmín Hernández Pérez, Miguel Pérez Ramírez, Ramón Zatarain Cabada, María Lucía Barrón Estrada, Giner Alor HernándezRes. Comput. Sci.2016
How an Affective Learning Environment for Learning Java Impacts the Student’s Learning ResultsMaría Lucía Barrón Estrada, Ramón Zatarain Cabada, Raúl Oramas Bustillos, Giner Alor Hernández2016 IEEE 16th International Conference on Advanced Learning Technologies (ICALT)2016
Evaluating Affect in a Learning Environment for JavaRamón Zatarain-Cabada, María Lucía Barrón Estrada, Francisco González Hernández, Carlos Alberto Reyes GarcíaIntelligent Tutoring Systems2016
Designing empathetic animated agents for a B-learning training environment within the electrical domainYasmín Hernández Pérez, Miguel Pérez Ramírez, Ramón Zatarain Cabada, María Lucía Barrón Estrada, Giner Alor HernándezJournal of Educational Technology & Society2016
Combined holt-winters and GA trained ANN approach for sensor validation and reconstruction: Application to water demand flowmetersHector Rodriguez Rangel, Vicenç Puig, Juan J. Flores, Rodrigo Lopez2016 3rd Conference on Control and Fault-Tolerant Systems (SysTol)2016
Guest editorial: intelligent and affective learning environments: new trends and challengesRamón Zatarain Cabada, Giner Alor Hernández, María Lucía Barrón Estrada, Ricardo Colomo Palacios, Hao-Chiang Koong LinJournal of Educational Technology & Society2016
Performance comparison of evolutionary algorithms for university course timetabling problemNoel Rodríguez Maya, Juan J. Flores, Hector Rodríguez RangelComputación y Sistemas2016
EmoRemSys: Sistema de recomendación de recursos educativos basado en detección de emocionesMaritza Bustos Lopez, Agustín Job Hernández Montes, Raquel Vásquez Ramírez, Giner Alor Hernández, Ramón Zatarain Cabada, María Lucia Barrón EstradaRISTI: Revista Ibérica de Sistemas e Tecnologias de Informação2016
Agentes empáticos animados en un sistema inteligente de capacitación para la industria eléctricaYasmín Hernández Pérez, Miguel Pérez Ramírez, Ramón Zatarain Cabada, María Lucía Barrón EstradaParticipación Política en Twitter en México2016
Analyzing Proprietary Games Engines for Developing Educational and Serious Games.Humberto Marín Vega, Giner Alor Hernández, Ramón Zatarain Cabada, María Lucía Barrón EstradaRes. Comput. Sci.2016
Building a Corpus of Facial Expressions for Learning-Centered Emotions.María Lucía Barrón Estrada, Ramón Zatarain Cabada, Bianca Giovanna Aispuro Medina, Elvia Minerva Valencia Rodríguez, Ana Cecilia Lara BarreraRes. Comput. Sci.2016
Sistema tutor afectivo para el aprendizaje de las matemáticas usando técnicas de gamificación.Ramón Zatarain Cabada, María Lucia Barrón Estrada, Jorge García LizárragaRes. Comput. Sci.2016
Evaluando afecto en un entorno de aprendizaje para Java.Ramón Zatarain Cabada, María Lucía Barrón Estrada, Francisco González Hernández, Giner Alor HernandezRes. Comput. Sci.2016
PREMOC: Plataforma de reconocimiento multimodal de emociones.Ramón Zatarain Cabada, María Lucia Barrón Estrada, Gilberto Muñoz SandovalRes. Comput. Sci.2016
Sistema de reconocimiento multimodal de emociones relacionadas al aprendizaje en dispositivos móviles.María Lucía Barrón Estrada, Ramón Zatarain Cabada, Claudia Guadalupe Aispuro GallegosRes. Comput. Sci.2016
Analyzing HTML5-based frameworks for developing educational and serious gamesHumberto Marín Vega, Giner Alor Hernández, Ramón Zatarain Cabada, María Lucía EstradaTechnologies and Innovation: Second International Conference, CITI 2016, Guayaquil, Ecuador, November 23-25, 2016, Proceedings 22016
Impact of Social Networks in Mexican UniversitiesRamón Zatarain Cabada, María Lucía Barrón Estrada, Rosalío Zatarain CabadaSocial Networking and Education: Global Perspectives2016
An analysis of tools for automatic software development and automatic code generationViviana Yarel Rosales Morales, Giner Alor Hernández, Jorge Luis García Alcaráz, Ramón Zatarain Cabada, María Lucía Barrón EstradaRevista Facultad de Ingeniería Universidad de Antioquia2015
An affective learning environment for JavaRamón Zatarain Cabada, María Lucía Barrón Estrada, Francisco González Hernández, Raúl Oramas Bustillos2015 IEEE 15th International Conference on Advanced Learning Technologies2015
Reconocimiento Bimodal de Emociones en un Ambiente Inteligente de ProgramaciónMaría Lucía Barrón Estrada, Margarita Aranda Ortega10. Aprendizaje de Modelos Difusos para Predicción de Series de Tiempo2015
Java Tutoring System with Facial and Text Emotion Recognition.Ramón Zatarain Cabada, María Lucia Barrón Estrada, Jorge García Lizárraga, Gilberto Muñoz Sandoval, José Mario Ríos-FélixRes. Comput. Sci.2015
Affective Environment for Java Programming Using Facial and EEG Recognition.María Lucía Barrón Estrada, Ramón Zatarain Cabada, Claudia Guadalupe Aispuro Gallegos, Catalina de la Luz Sosa Ochoa, Mario Lindor ValdezRes. Comput. Sci.2015
Flow meter Data Validation and Reconstruction using Neural Networks: Application to the Barcelona Water NetworkHector Rodriguez Rangel, Vicenç Puig, Juan J. Flores, Rodrigo Lopez, Luis MoralesEntropy2015
An implementation of a multi-model predictor based on the qualitative and quantitative decomposition of the time-seriesRodrigo López Frías, Vicenç Puig Cayuela, Héctor Rodríguez RangelITISE 2015-1st International work-conference on Time Series, Granada (Spain), 1-3 July 20152015
An affective and cognitive tutoring system for learning programmingMaría Lucía Barrón Estrada, Ramón Zatarain Cabada, Francisco González Hernández, Raúl Oramas Bustillos, Carlos A Reyes-GarcíaAdvances 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 142015
Ambiente inteligente y afectivo de aprendizaje para compiladores.María Lucia Barrón Estrada, Ramón Zatarain, Hugo Enrique Gómez PérezRes. Comput. Sci.2015
Ambiente inteligente de aprendizaje con manejo afectivo para JavaRamón Zataraín Cabada, María Lucía Barrón Estrada, Francisco González Hernández, Raúl Oramas BustillosRes. Comput. Sci.2015
AthenaTV: an authoring tool of educational applications for TV using android-based interface design patternsRaquel Vásquez Ramírez, Giner Alor Hernández, Cuauhtémoc Sánchez Ramírez, Jaime Guzmán Luna, Ramón Zatarain Cabada, María Lucía Barrón EstradaNew Review of Hypermedia and Multimedia2014
Intelligent Tutor with Emotion Recognition and Student Emotion Management for Math PerformanceMaría Lucía Barrón Estrada, Ramón Zatarain Cabada, Yasmín Hernández PérezRevista electrónica de investigación educativa2014
Un tutor inteligente, afectivo y configurable para el aprendizaje de números naturales de 3er grado.María Lucía Barrón Estrada, Ramón Zatarain Cabada, Margarita Aranda Ortega, Hugo Enrique Gómez Pérez, José Mejía ArredondoRes. Comput. Sci.2014
Tutor Inteligente con reconocimiento y manejo de emociones para MatemáticasMaría Lucía Barrón Estrada, Ramón Zatarain Cabada, Yasmín Hernández PérezRevista electrónica de investigación educativa2014
An Intelligent, Affective and Configurable Tutor for 3rd Grade Natural Numbers Teaching.María Lucía Barrón Estrada, Ramón Zatarain Cabada, Margarita Aranda Ortega, Hugo Enrique Gómez Pérez, José Mejía ArredondoRes. Comput. Sci.2014
Emotion recognition in intelligent tutoring systems for android-based mobile devicesRamón Zatarain Cabada, María Lucía Barrón Estrada, Giner Alor Hernández, Carlos Alberto Reyes GarcíaHuman-Inspired Computing and Its Applications: 13th Mexican International Conference on Artificial Intelligence, MICAI 2014, Tuxtla Gutiérrez, Mexico, November 16-22, 2014. Proceedings, Part I 132014
Affective tutoring system for Android mobilesRamón Zatarain Cabada, María Lucía Barrón Estrada, José Luis Olivares Camacho, Carlos Alberto Reyes GarcíaIntelligent Computing Methodologies: 10th International Conference, ICIC 2014, Taiyuan, China, August 3-6, 2014. Proceedings 102014
Intelligent tutoring system with affective learning for mathematicsRamón Zataraín Cabada, María Lucía Barrón Estrada, Francisco González Hernández, Raúl Oramas BustillosHuman-Inspired Computing and Its Applications: 13th Mexican International Conference on Artificial Intelligence, MICAI 2014, Tuxtla Gutiérrez, Mexico, November 16-22, 2014. Proceedings, Part I 132014
Reconocimiento automático y aspectos éticos de emociones para aplicaciones educativasRamón Zatarain Cabada, María Lucía Barrón Estrada, JM OlivaresInteligencia artificial: una reflexión obligada2014
Diseño e implementación de un sistema de aprendizaje inteligente y afectivo para la enseñanza de las matemáticas del segundo año de primariaRamón Zatarain Cabada, María Lucia Barrón Estrada, Francisco González Hernández, Raúl Oramas Bustillos2013 12th Mexican International Conference on Artificial Intelligence 2014
Integrating learning styles and affect with an intelligent tutoring systemRamón Zatarain Cabada, María Lucía Barrón Estrada, José Luis Olivares Camacho, Carlos Alberto Reyes García2013 12th Mexican International Conference on Artificial Intelligence2013
Designing and implementing affective and intelligent tutoring systems in a learning social networkMaría Lucía Barrón Estrada, Ramón Zatarain Cabada, María Yasmín Hernández Pérez, Carlos Alberto Reyes GarcíaAdvances in Computational Intelligence: 11th Mexican International Conference on Artificial Intelligence, MICAI 2012, San Luis Potosí, Mexico, October 27–November 4, 2012. Revised Selected Papers, Part II 112013
Learning Styles and Emotion Recognition in a Fuzzy Expert System.María Lucía Barrón Estrada, Ramón Zatarain Cabada, Rosalío Zatarain CabadaRes. Comput. Sci.2013
Affective tutoring systems in a learning social networkRamón Zatarain Cabada, María Lucía Barrón EstradaInternational Journal of Continuing Engineering Education and Life Long Learning2013
Reconocimiento y procesamiento de emociones en ambientes inteligentes de aprendizajeMaría Lucía Barrón Estrada, Ramón Zatarain Cabada, María Yasmín Hernández PérezKOMPUTER SAPIENS2013
Design and Implementation of an Affective ITS.María Lucía Barrón Estrada, Ramón Zatarain Cabada, Rosalío Zatarain Cabada, Arminda Barrón EstradaRes. Comput. Sci.2012
Evolutive design of ARMA and ANN models for time series forecastingJuan J. Flores, Mario Graff, Hector Rodriguez RangelRenewable Energy2012
Fermat: merging affective tutoring systems with learning social networksRamón Zatarain Cabada, María Lucía Barrón Estrada, Carlos Alberto Reyes García, Yasmín Hernández Pérez2012 IEEE 12th International Conference on Advanced Learning Technologies2012
Fermat: An Intelligent Social Network for Mathematics.María Lucía Barrón Estrada, Ramón Zatarain Cabada, Rosalío Zatarain Cabada, Jesús Armando Beltrán Verdugo, Franceli Linney Cibrian Robles, Marsia Irais Quiroz LópezRes. Comput. Sci.2012
An intelligent and affective tutoring system within a social network for learning mathematicsRamón Zatarain Cabada, María Lucía Barrón Estrada, J. A. Beltrán V. , F. L. Cibrian R., Yasmín Hernández PérezAdvances in Artificial Intelligence–IBERAMIA 2012: 13th Ibero-American Conference on AI, Cartagena de Indias, Colombia, November 13-16, 2012. Proceedings 132012
Pattern Recognition for the Identification of Learning Styles on Educational Mobile and Social Networks ToolsRamón Zatarain Cabada, María Lucía Barrón Estrada, Carlos A Reyes GarcíaComputación y Sistemas2011
A learning social network with multi-modal affectRamón Zatarain Cabada, María Lucía Barrón Estrada, Paul Tamayo, Silvestre Tamayo, Humberto Pérez Espinoza2011 10th Mexican International Conference on Artificial Intelligence2011
EDUCA: A web 2.0 authoring tool for developing adaptive and intelligent tutoring systems using a Kohonen networkRamón Zatarain Cabada, María Lucía Barrón Estrada, Carlos Alberto Reyes GarcíaExpert Systems with Applications2011
Interpreter for the deployment of intelligent tutoring systems in mobile devicesRamón Zatarain Cabada, María Lucía Barrón Estrada, Edgar Parra L., Carlos Alberto Reyes García2011 IEEE 11th International Conference on Advanced Learning Technologies2011
Authoring tool for identifying learning styles, using self-organizing maps on mobile devicesRamón Zatarain Cabada, María Lucía Barrón EstradaRevista electrónica de investigación educativa2011
Applying intelligent systems for modeling students’ learning styles used for mobile and web-based systemsRamón Zatarain Cabada, María Lucía Barrón Estrada, Carlos Alberto Reyes García, Orion Fausto Reyes GalavizSoft Computing for Intelligent Control and Mobile Robotics2011
Building and assessing intelligent tutoring systems with an e-learning 2.0 authoring systemMaría Lucía Barrón Estrada, Ramón Zatarain Cabada, Rosalío Zatarain Cabada, Hector Barbosa León, Carlos A Reyes-GarcíaAdvances in Artificial Intelligence–IBERAMIA 2010: 12th Ibero-American Conference on AI, Bahía Blanca, Argentina, November 1-5, 2010. Proceedings 122010
A hybrid learning compiler courseMaría Lucía Barrón Estrada, Ramón Zatarain Cabada, Rosalío Zatarain-Cabada, Carlos A Reyes GarcíaHybrid Learning: Third International Conference, ICHL 2010, Beijing, China, August 16-18, 2010. Proceedings 32010
A learning social network with recognition of learning styles using neural networksRamón Zatarain Cabada, María Lucía Barrón Estrada, Viridiana Ponce Angulo, Adán José García, Carlos Alberto Reyes GarcíaAdvances in Pattern Recognition: Second Mexican Conference on Pattern Recognition, MCPR 2010, Puebla, Mexico, September 27-29, 2010. Proceedings 22010
A framework for creating, training, and testing self-organizing maps for recognizing learning stylesRamón Zatarain Cabada, María Lucía Barrón Estrada, Viridiana Ponce Angulo, Adán José García, Carlos Alberto Reyes GarcíaEntertainment for Education. Digital Techniques and Systems: 5th International Conference on E-learning and Games, Edutainment 2010, Changchun, China, August 16-18, 2010. Proceedings 52010
Identification of felder-silverman learning styles with a supervised neural networkRamón Zatarain Cabada, María Lucía Barrón Estrada, Viridiana Ponce Angulo, Adán José García, Carlos Alberto Reyes GarcíaAdvanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence: 6th International Conference on Intelligent Computing, ICIC 2010, Changsha, China, August 18-21, 2010. Proceedings2010
Soft computing approaches to the problem of infant cry classification with diagnostic purposesCarlos Alberto Reyes García, Orion Fausto Reyes Galaviz, Sergio Daniel Cano-Ortiz, Daniel I Escobedo-Becerro, Ramón Zatarain Cabada, María Lucía Barrón EstradaSoft Computing for Recognition Based on Biometrics2010
Reducing the search space in evolutive design of arima and ann models for time series predictionJuan J. Flores, Héctor Rodríguez Rangel, Mario GraffAdvances in Soft Computing: 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Pachuca, Mexico, November 8-13, 2010, Proceedings, Part II 92010
A fuzzy-neural network for classifying learning styles in a web 2.0 and mobile learning environmentRamón Zatarain Cabada, María Lucía Barrón Estrada, Rosalío Zatarain Cabada, Carlos Alberto Reyes García2009 Latin American Web Congress2009
Qualitativization of 3D Functions from a Discrete Numerical RepresentationJuan J. Flores, Héctor Rodríguez Rangel2009 Eighth Mexican International Conference on Artificial Intelligence2009
A fuzzy-neural network for classifying learning styles in a web 2.0 and mobile learning environmentRamón Zatarain Cabada, María Lucía Barrón Estrada, Rosalío Zatarain Cabada, Carlos Alberto Reyes García2009 Latin American Web Congress2009
EDUCA: A Web 2.0 collaborative, mobile and e-learning authoring systemRamón Zatarain Cabada, María Lucía Barrón Estrada, Guillermo Sandoval, Jesus Moisés Osorio Velásquez, J. E. Urias Barrientos, Carlos Alberto Reyes García2009 Ninth IEEE International Conference on Advanced Learning Technologies2009
Financial time series forecasting using a hybrid neural-evolutive approachJuan J. Flores, Roberto Loaeza, Héctor Rodríguez Rangel, Federico Gonzalez, Beatriz Flores, Antonio Terceno GomezProceedings of the XV SIGEF International Conference2009
Wind speed forecasting using a hybrid neural-evolutive approachJuan J. Flores, Roberto Loaeza, Héctor Rodríguez Rangel, Erasmo CadenasMICAI 2009: Advances in Artificial Intelligence: 8th Mexican International Conference on Artificial Intelligence, Guanajuato, México, November 9-13, 2009. Proceedings 82009
World Journal on Educational TechnologyRamón Zatarain Cabada, María Lucía Barrón Estrada, Leopoldo Zepeda-Sánchez, Guillermo Sandoval, Jesus Moisés Osorio Velásquez, J. E. Urias BarrientosTechnology2009
A Hybrid System for Automatic Infant Cry Recognition ICarlos Alberto Reyes García, Ramón Zatarain Cabada, María Lucía Barrón Estrada, Orion Fausto Reyes GalavizEncyclopedia of artificial intelligence2009
A Kohonen network for modeling students’ learning styles in web 2.0 collaborative learning systemsRamón Zatarain Cabada, María Lucía Barrón Estrada, Leopoldo Zepeda-Sánchez, Guillermo Sandoval, Jesus Moisés Osorio Velásquez, J. E. Urias BarrientosMICAI 2009: Advances in Artificial Intelligence: 8th Mexican International Conference on Artificial Intelligence, Guanajuato, México, November 9-13, 2009. Proceedings 82009
Modeling student’s learning styles in web 2.0 learning systemsRamón Zatarain Cabada, María Lucía Barrón Estrada, Leopoldo Zepeda-Sánchez, Guillermo Sandoval, Jesus Moisés Osorio Velásquez, J. E. Urias BarrientosWorld Journal on Educational Technology2008
Multiple intelligence tutoring systems for mobile learnersRamón Zatarain Cabada, María Lucía Barrón Estrada, Eduardo Urías Barrientos, Moisés Osorio Velásquez, Carlos Alberto Reyes García2008 Eighth IEEE International Conference on Advanced Learning Technologies2008
Authoring mobile intelligent tutoring systemsRamón Zatarain Cabada, María Lucía Barrón Estrada, Guillermo Sandoval, Carlos A. Reyes-GarcíaInternational Conference on Intelligent Tutoring Systems2008
L2Code: an author environment for hybrid and personalized programming learningRamón Zatarain Cabada, María Lucía Barrón Estrada, Jesus Moisés Osorio Velásquez, Leopoldo Zepeda-Sánchez, Carlos A. Reyes-GarcíaHybrid Learning and Education: First International Conference, ICHL 2008 Hong Kong, China, August 13-15, 2008 Proceedings 12008
Authoring learning objects for web-based intelligent tutoring systemsRamón Zatarain Cabada, María Lucía Barrón Estrada, Leopoldo Zepeda-Sánchez, Fernando Vega-JuárezInternational Conference on Intelligent Tutoring Systems2008
Authoring neuro-fuzzy tutoring systems for M and E-learningRamón Zatarain Cabada, María Lucía Barrón Estrada, Guillermo Sandoval, Moisés Osorio, Eduardo Urías, Carlos A. Reyes-GarcíaMICAI 2008: Advances in Artificial Intelligence: 7th Mexican International Conference on Artificial Intelligence, Atizapán de Zaragoza, Mexico, October 27-31, 2008 Proceedings 72008
A model of CPS translation and interpretationRamón Zatarain Cabada, Ryan StansiferProceedings of the 42nd annual Southeast regional conference2008
MOOL: an Object-Oriented Programming Language with Generics and Modules.María Lucía Barrón EstradaFlorida Institute of Technology2008
Design and implementation of exception handling with zero overhead in functional languagesRamón Zatarain CabadaFlorida Institute of Technology2008
Inheritance, Generics and Binary Methods in JavaMaría Lucía Barrón Estrada, Ryan StansiferComputación y Sistemas2008
A Comparison of Generics in Java and C#María Lucía Barrón Estrada, Ryan Stansifer41st ACM Southeast Regional Conference2008