Hiram Ponce

91 papers A 1B 8C 9Journal 28Unranked 44
YearRankTypeTitle / Venue / Authors
2025 J jnl
Causal Artificial Intelligence in Legal Language Processing: A Systematic Review.
Entropy
Philippe Prince-Tritto, Hiram Ponce
2025 — conf
Pre-trained Models for Grammatical Error Correction in Healthcare-Specific Text.
MICAI (1)
Guillermo Gonzalez-Mora, Hiram Ponce
2025 — conf
Predicting Substance Addiction in University Students: A DSM-5-Guided Machine Learning Model.
MICAI (1)
Pablo González Bustamante, Hiram Ponce
2025 — conf
Towards a Distributed-Based Learning Robot from Scratch via Neuro-Evolutionary Computation.
MICAI (2)"
Hiram Ponce, Lourdes Martínez-Villaseñor
2024 — ed.
Advances in Computational Intelligence. MICAI 2023 International Workshops - WILE 2023, HIS 2023, and CIAPP 2023, Yucatán, Mexico, November 13-18, 2023, Proceedings
WILE/HIS/CIAPP@MICAI
Hiram Calvo, Lourdes Martínez-Villaseñor, Hiram Ponce, Ramón Zataraín-Cabada, Martín Montes Rivera, Efrén Mezura-Montes
2024 — conf
Algotrading R2ED: A Machine Learning Approach.
MICAI (1)
Ruben Martinez, Diego Tinoco, Rodrigo Huerta, Emilio Flores, Hiram Ponce
2024 J jnl
Explainable artificial hydrocarbon networks classifier applied to preeclampsia.
Inf. Sci.
Hiram Ponce, Lourdes Martínez-Villaseñor, Antonieta Martínez-Velasco
2024 — conf
Optimal Dataset Size for Fine-Tuning sEMG-Based Hand Gesture Recognition in Rehabilitation Prosthesis.
SIPAIM
Andrés Escobedo-Gordillo, Jorge Brieva, Ernesto Moya-Albor, Hiram Ponce, Erick Franco-Gaona, Iván Cruz-Aceves
2024 — conf
Price Estimation for Pre-owned Vehicles Using Machine Learning.
MICAI (1)
Mariel Rivera, Bruno Campos, Adrián Galicia, Enrique Noguera, Hiram Ponce
2024 — conf
QUÉ MAX-TE-LATTE Personalized Product Recommendations in the Coffee Shop Industry: Enhancing Customer Experience and Loyalty.
MICAI (1)
Jorge de Jesús Luis Ortiz, Maximino Navarro, Claude Prud'Homme, Fernando Vázquez, Hiram Ponce
2023 C conf
A Computer Vision Approach to Terminus Movement Analysis of Viedma Glacier.
ISADS
Ernesto Moya-Albor, Armin Schwartzman, Jorge Brieva, Mauricio Pardo, Hiram Ponce, Rodrigo Chávez-Domínguez
2023 — conf
A non-contact oxygen saturation estimation using Video Magnification and a Deep Learning method.
SIPAIM
Andrés Escobedo-Gordillo, Jorge Brieva, Ernesto Moya-Albor, Hiram Ponce
2023 C conf
Design of a Soft Gripper Hand for a Quadruped Robot.
ISADS
Javier González, José Poza, Jacobo Robles, Hiram Ponce, Jorge Brieva, Ernesto Moya-Albor
2023 C conf
Development of an Electric Powered Assisted Cycle with a Heart Rate Sensor Control System.
ISADS
Roberto García Cedillo, Diego Martínez-López, Eduardo Martínez Quintana, Andrea Pérez Guerra, Juan Pablo Sánchez Henkel Moreno, José Manuel Vega Hernández, Ernesto Moya-Albor, Hiram Ponce, Jorge Brieva
2023 J jnl
Explaining Factors of Student Attrition at Higher Education.
Computación y Sistemas (CyS)
Iara Alcauter, Lourdes Martínez-Villaseñor, Hiram Ponce
2023 — conf
Exploring the Challenges and Limitations of Unsupervised Machine Learning Approaches in Legal Concepts Discovery.
MICAI (2)
Philippe Prince-Tritto, Hiram Ponce
2023 — conf
Eye Control and Motion with Deep Reinforcement Learning: In Virtual and Physical Environments.
MICAI (1)
Sergio Alejandro Arizmendi Flores, Asdrubal Paz, Javier González, Hiram Ponce
2023 — conf
Insole Design and Optimization Processes for Gait Analysis.
SSCI
Kevin Alejandro Orozco Villanueva, Miguel Richter, Carlos Villa, Lourdes Martínez-Villaseñor, Hiram Ponce, Ari Yair Barrera-Animas
2023 J jnl
Mechatronic Design of a Low-Cost Smart Wheelchair Controlled by Joystick and Voice Commands.
Computación y Sistemas (CyS)
David Bobadilla-Rendón, Irvine J. Monroy-Rueda de León, Gabriel Salazar-Salinas, Antonio Stefan-Lepe De Soto, Hiram Ponce, Ernesto Moya-Albor, Jorge Brieva
2023 — conf
Multimodal Gait Analysis Acquisition System: Challenges and Lessons Learned.
SSCI
Karla Michelle Márquez Ruiz, Pilar Pineda Cervantes, Carlos Villa, Lourdes Martínez-Villaseñor, Hiram Ponce, Ari Yair Barrera-Animas
2023 C conf
Portable Device for Monitoring the Respiratory Rate in Home Conditions.
ISADS
Sergio Alejandro Arizmendi Flores, Carlos Contreras Fernandez Del Castillo, Diego Santiago Solana Carreón, Sebastián Zenteno Barreiro, Jorge Brieva, Hiram Ponce, Ernesto Moya-Albor
2023 — conf
Predict Email Success Based on Text Content.
MICAI (1)
Edmundo Bernardo, Kaiulani Lorenzo, Guillermo Reyes, Hiram Ponce
2023 J jnl
Predicting the Demand for Services at a Government Institute of Health in Mexico.
Res. Comput. Sci.
Abraham Barroso, Noé Méndez, Hiram Ponce
2023 J jnl
Self-Supervised Learning with Legal-Related Corpus: Customizing a Language Model with Synthetic Data.
Res. Comput. Sci.
Philippe Prince-Tritto, Hiram Ponce
2023 C conf
Towards the Distributed Wound Treatment Optimization Method for Training CNN Models: Analysis on the MNIST Dataset.
ISADS
Hiram Ponce, Ernesto Moya-Albor, Jorge Brieva
2023 — conf
sEMG based hand gesture recognition for rehabilitation prosthetics based on machine learning methods.
SIPAIM
Andrés Escobedo-Gordillo, Miguel Sepúlveda, Jesús Villa, Ximena Villanueva, Sebastián García-Casas, Fernando Díaz, Jorge Brieva, Ernesto Moya-Albor, Hiram Ponce
2022 B conf
An Explainable Tool to Support Age-related Macular Degeneration Diagnosis.
IJCNN
Lourdes Martínez-Villaseñor, Hiram Ponce, Antonieta Martínez-Velasco, Luis Miralles-Pechuán
2022 J jnl
Cardiovascular Disease Detection Using Machine Learning.
Computación y Sistemas
Rodrigo Ibarra, Jaime León, Iván Ávila, Hiram Ponce
2022 — conf
Credit Risk Models in the Mexican Context Using Machine Learning.
MICAI (2)
Ana Lilia López, Estefanía López, Hiram Ponce
2022 J jnl
Determination of Hazardous Asteroids Using Machine Learning.
Res. Comput. Sci.
Luis Vicarte, Juan Salas, Alfredo Murillo, Hiram Ponce
2022 — conf
Heart Failure Disease Prediction Using Machine Learning Models.
MICAI (1)
Paola Tiburcio, Victor Guerrero, Hiram Ponce
2022 — conf
Machine Learning Model of Digital Transformation Index for Mexican Households.
MICAI (2)
Alfredo García, Vladimir Salazar, Hiram Ponce
2022 — conf
Machine Learning Techniques in Credit Default Prediction.
MICAI (1)
Emmanuel Malagon, Daniel Troncoso, Andres Rubio, Hiram Ponce
2022 J jnl
Modeling and simulation for designing a line walking chameleon-like legged robot.
Simul. Model. Pract. Theory
Hiram Ponce, Mario Acevedo, Javier González-Juárez, Lourdes Martínez-Villaseñor, Gabriel Díaz-Ramos, Carlos Mayorga-Acosta
2022 — conf
Ventilator Pressure Prediction Using a Regularized Regression Model.
MICAI (2)
Amaury Arellano, Erick Bustamante, Carlos Garza, Hiram Ponce
2021 — conf
A Machine Learning Approach for Modeling Safety Stock Optimization Equation in the Cosmetics and Beauty Industry.
MICAI (1)
David Díaz, Regina Marta, Germán Ortega, Hiram Ponce
2021 J jnl
Click-event sound detection in automotive industry using machine/deep learning.
Appl. Soft Comput.
Ricardo Espinosa, Hiram Ponce, Sebastián Gutiérrez
2021 J jnl
Design of a Soft Gripper Using Genetic Algorithms.
Computación y Sistemas
Hiram Ponce, Lourdes Martínez-Villaseñor, Carlos Mayorga-Acosta
2021 J jnl
Editorial.
Int. J. Distributed Sens. Networks
Hiram Ponce, Lourdes Martínez-Villaseñor, Gregory M. P. O'Hare, José Roberto Ayala Solares
2021 — conf
Mexican Automotive Industry Sales Behavior During the COVID-19 Pandemic.
MICAI (2)
Jorge Ramírez, Joaquín Alarcón, Gustavo Calzada, Hiram Ponce
2021 — conf
Sentiment Analysis on Twitter About COVID-19 Vaccination in Mexico.
MICAI (2)
Claudia Bernal, Miguel Bernal, Andrei Noguera, Hiram Ponce, Edgar Avalos-Gauna
2020 J jnl
A 2020 perspective on "A novel methodology for optimizing display advertising campaigns using genetic algorithms".
Electron. Commer. Res. Appl.
Luis Miralles-Pechuán, Hiram Ponce, Lourdes Martínez-Villaseñor
2020 — conf
A Comparative Analysis of Evolutionary Learning in Artificial Hydrocarbon Networks.
MICAI (1)
Hiram Ponce, Paulo Vitor de Campos Souza
2020 J jnl
A Deep Q-learning/genetic Algorithms Based Novel Methodology For Optimizing Covid-19 Pandemic Government Actions.
CoRR
Luis Miralles-Pechuán, Fernando Jiménez, Hiram Ponce, Lourdes Martínez-Villaseñor
2020 A conf
A Methodology Based on Deep Q-Learning/Genetic Algorithms for Optimizing COVID-19 Pandemic Government Actions.
CIKM
Luis Miralles-Pechuán, Fernando Jiménez, Hiram Ponce, Lourdes Martínez-Villaseñor
2020 — conf
A Survey on Freezing of Gait Detection and Prediction in Parkinson's Disease.
MICAI (1)
Lourdes Martínez-Villaseñor, Hiram Ponce, Luis Miralles-Pechuán
2020 J jnl
A non-contact heart rate estimation method using video magnification and neural networks.
IEEE Instrum. Meas. Mag.
Ernesto Moya-Albor, Jorge Brieva, Hiram Ponce, Lourdes Martínez-Villaseñor
2020 — conf
Click Event Sound Detection Using Machine Learning in Automotive Industry.
MICAI (1)
Ricardo Abel Espinosa-Loera, Hiram Ponce, Sebastián Gutiérrez, Eluney Hernández
2020 B conf
Comparative Analysis of Artificial Hydrocarbon Networks versus Convolutional Neural Networks in Human Activity Recognition.
IJCNN
Hiram Ponce, Lourdes Martínez-Villaseñor
2020 J jnl
Distributed evolutionary learning control for mobile robot navigation based on virtual and physical agents.
Simul. Model. Pract. Theory
Hiram Ponce, Ernesto Moya-Albor, Lourdes Martínez-Villaseñor, Jorge Brieva
2020 J jnl
Evolving fuzzy neural hydrocarbon networks: A model based on organic compounds.
Knowl. Based Syst.
Paulo Vitor de Campos Souza, Hiram Ponce, Edwin Lughofer
2020 — conf
Implementation of a SVM on an Embedded System: A Case Study on Fall Detection.
MICAI (1)
Luis Márquez-Ordaz, Hiram Ponce
2020 B conf
Online Testing in Machine Learning Approach for Fall Detection.
IJCNN
Lourdes Martínez-Villaseñor, Hiram Ponce, José Núñez-Martínez, Sofía Pacheco
2020 J jnl
Sensor Location Analysis and Minimal Deployment for Fall Detection System.
IEEE Access
Hiram Ponce, Lourdes Martínez-Villaseñor, José Núñez-Martínez
2020 J jnl
Stochastic parallel extreme artificial hydrocarbon networks: An implementation for fast and robust supervised machine learning in high-dimensional data.
Eng. Appl. Artif. Intell.
Hiram Ponce, Paulo Vitor de Campos Souza, Augusto Junio Guimarães, Guillermo Gonzalez-Mora
2020 J jnl
Supervised learning with artificial hydrocarbon networks: an open source implementation and its applications.
CoRR
José Roberto Ayala Solares, Hiram Ponce
2020 B conf
Vision-Based Analysis on Leaves of Tomato Crops for Classifying Nutrient Deficiency using Convolutional Neural Networks.
IJCNN
Claudio Cevallos, Hiram Ponce, Ernesto Moya-Albor, Jorge Brieva
2020 — conf
Vision-Based Autonomous Navigation with Evolutionary Learning.
MICAI (2)
Ernesto Moya-Albor, Hiram Ponce, Jorge Brieva, Sandra L. Gomez Coronel, Rodrigo Chávez-Domínguez
2019 B conf
A Method to Improve Speed of Training Algorithm in Artificial Hydrocarbon Networks.
SMC
Paulo Vitor de Campos Souza, Hiram Ponce, Lourdes Martínez-Villaseñor
2019 J jnl
A concise review on sensor signal acquisition and transformation applied to human activity recognition and human-robot interaction.
Int. J. Distributed Sens. Networks
María de Lourdes Martínez-Villaseñor, Hiram Ponce
2019 J jnl
A hybrid fuzzy-molecular controller enhanced with evolutionary algorithms: A case study in a one-leg mechanism.
J. Frankl. Inst.
Hiram Ponce, Mario Acevedo, Noel Esparza-Duran
2019 J jnl
A vision-based approach for fall detection using multiple cameras and convolutional neural networks: A case study using the UP-Fall detection dataset.
Comput. Biol. Medicine
Ricardo Abel Espinosa-Loera, Hiram Ponce, Sebastián Gutiérrez, Lourdes Martínez-Villaseñor, Jorge Brieva, Ernesto Moya-Albor
2019 J jnl
An Intelligent Failure Detection on a Wireless Sensor Network for Indoor Climate Conditions.
Sensors
Sebastián Gutiérrez, Hiram Ponce
2019 C conf
An Intelligent Human Fall Detection System Using a Vision-Based Strategy.
ISADS
Jorge Brieva, Hiram Ponce, Ernesto Moya-Albor, Lourdes Martínez-Villaseñor
2019 C conf
Analysis of Contextual Sensors for Fall Detection.
ISADS
Lourdes Martínez-Villaseñor, Hiram Ponce
2019 B conf
Deep Learning for Multimodal Fall Detection.
SMC
Lourdes Martínez-Villaseñor, Hiram Ponce, Karina Perez-Daniel
2019 J jnl
Fuzzy aggregation of similarity values for electronic health record interoperability.
J. Intell. Fuzzy Syst.
María de Lourdes Martínez-Villaseñor, Hiram Ponce, Miguel González-Mendoza
2019 — conf
Intelligent Control Navigation Emerging on Multiple Mobile Robots Applying Social Wound Treatment.
IPDPS Workshops
Hiram Ponce, Paulo Vitor de Campos Souza
2019 — conf
Modeling and Control Balance Design for a New Bio-inspired Four-Legged Robot.
MICAI
Hiram Ponce, Mario Acevedo, Elizabeth Morales-Olvera, Lourdes Martínez-Villaseñor, Gabriel Díaz-Ramos, Carlos Mayorga-Acosta
2019 C conf
Population-Based Metaheuristic Optimization Using Organized Social Wound Treatment.
ISADS
Hiram Ponce
2019 C conf
Towards Artificial Hydrocarbon Networks: The Chemical Nature of Data-Driven Approaches.
ISADS
Hiram Ponce
2019 — conf
Towards Constant Calculation in Disjunctive Inequalities Using Wound Treatment Optimization.
MICAI
Hiram Ponce, José Antonio Marmolejo-Saucedo, María de Lourdes Martínez-Villaseñor
2019 J jnl
UP-Fall Detection Dataset: A Multimodal Approach.
Sensors
María de Lourdes Martínez-Villaseñor, Hiram Ponce, Jorge Brieva, Ernesto Moya-Albor, José Núñez-Martínez, Carlos Peñafort-Asturiano
2018 — conf
A Conceptual Design of a Firefighter Drone.
CCE
Alonso Cervantes, Paola García, César Herrera, Elizabeth Morales, Fernando Tarriba, Eduardo Tena, Hiram Ponce
2018 — conf
A Genetic Algorithm to Solve Power System Expansion Planning with Renewable Energy.
MICAI (1)
María de Lourdes Martínez-Villaseñor, Hiram Ponce, Jose Antonio Marmolejo Saucedo, Juan Manuel Ramirez, Agustina Hernández
2018 — conf
A New Vision-Based Method Using Deep Learning for Damage Inspection in Wind Turbine Blades.
CCE
Sahir Moreno, Miguel Peña, Alexia Toledo, Ricardo Trevino, Hiram Ponce
2018 J jnl
A Novel Artificial Organic Control System for Mobile Robot Navigation in Assisted Living Using Vision- and Neural-Based Strategies.
Comput. Intell. Neurosci.
Hiram Ponce, Ernesto Moya-Albor, Jorge Brieva
2018 B conf
A Reinforcement Learning Method for Continuous Domains Using Artificial Hydrocarbon Networks.
IJCNN
Hiram Ponce, Guillermo Gonzalez-Mora, María de Lourdes Martínez-Villaseñor
2018 J jnl
Advances in applied computational intelligence: MICAI 2016.
Computing
Hiram Ponce, Miguel González-Mendoza, María de Lourdes Martínez-Villaseñor
2018 — conf
Design and Equilibrium Control of a Force-Balanced One-Leg Mechanism.
MICAI (2)
Hiram Ponce, Mario Acevedo
2018 B conf
Distance Estimation Using a Bio-Inspired Optical Flow Strategy Applied to Neuro-Robotics.
IJCNN
Hiram Ponce, Jorge Brieva, Ernesto Moya-Albor
2018 — conf
Heart Rate Estimation using Hermite Transform Video Magnification and Deep Learning
EMBC
Ernesto Moya-Albor, Jorge Brieva, Hiram Ponce, Orlando Rivas-Scott, Cristina Gomez-Pena
2018 — conf
Multimodal Database for Human Activity Recognition and Fall Detection.
UCAmI
María de Lourdes Martínez-Villaseñor, Hiram Ponce, Ricardo Abel Espinosa-Loera
2017 — conf
Design of an automated hive for bee proliferation and crop betterment.
CCE
Eduardo Lopez-Tagle, Eduardo Siqueiros, Hiram Ponce
2017 — conf
Human Activity Recognition on Mobile Devices Using Artificial Hydrocarbon Networks.
MICAI (1)
Hiram Ponce, Guillermo González, Luis Miralles-Pechuán, María de Lourdes Martínez-Villaseñor
2017 — conf
Versatility of Artificial Hydrocarbon Networks for Supervised Learning.
MICAI (1)
Hiram Ponce, María de Lourdes Martínez-Villaseñor
2016 — conf
A Novel Artificial Hydrocarbon Networks Based Value Function Approximation in Hierarchical Reinforcement Learning.
MICAI (2)
Hiram Ponce
2016 — conf
Feature Selection Methods Evaluation for CTR Estimation.
MICAI (Special Session)
Luis Miralles Pechuán, Hiram Ponce, María de Lourdes Martínez-Villaseñor
2015 — conf
A Case Study in Hybrid Multi-threading and Hierarchical Reinforcement Learning Approach for Cooperative Multi-agent Systems.
MICAI (Special Sessions)
Hiram Ponce, Ricardo Padilla, Alan Davalos, Alvaro Herrasti, Cynthia Pichardo, Daniel Dovali
2014 — conf
A Hierarchical Reinforcement Learning Based Artificial Intelligence for Non-Player Characters in Video Games.
MICAI (2)
Hiram Ponce, Ricardo Padilla
2014 — conf
Bio-inspired Training Algorithms for Artificial Hydrocarbon Networks: A Comparative Study.
MICAI (Special Sessions)
Hiram Ponce