Hiram Ponce

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 76

Top Topics

Genetic Algorithm

Top Venues

Publications

Andrés Escobedo-Gordillo, Jorge Brieva, Ernesto Moya-Albor, Hiram Ponce
A non-contact oxygen saturation estimation using Video Magnification and a Deep Learning method. SIPAIM (2023)
David Bobadilla-Rendón, Irvine J. Monroy-Rueda de León, Gabriel Salazar-Salinas, Antonio Stefan-Lepe De Soto, Hiram Ponce, Ernesto Moya-Albor, Jorge Brieva
Mechatronic Design of a Low-Cost Smart Wheelchair Controlled by Joystick and Voice Commands. Computación y Sistemas (CyS) 27 (2) (2023)
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
Development of an Electric Powered Assisted Cycle with a Heart Rate Sensor Control System. ISADS (2023)
Ernesto Moya-Albor, Armin Schwartzman, Jorge Brieva, Mauricio Pardo, Hiram Ponce, Rodrigo Chávez-Domínguez
A Computer Vision Approach to Terminus Movement Analysis of Viedma Glacier. ISADS (2023)
Hiram Ponce, Ernesto Moya-Albor, Jorge Brieva
Towards the Distributed Wound Treatment Optimization Method for Training CNN Models: Analysis on the MNIST Dataset. ISADS (2023)
Iara Alcauter, Lourdes Martínez-Villaseñor, Hiram Ponce
Explaining Factors of Student Attrition at Higher Education. Computación y Sistemas (CyS) 27 (4) (2023)
Javier González, José Poza, Jacobo Robles, Hiram Ponce, Jorge Brieva, Ernesto Moya-Albor
Design of a Soft Gripper Hand for a Quadruped Robot. ISADS (2023)
Karla Michelle Márquez Ruiz, Pilar Pineda Cervantes, Carlos Villa, Lourdes Martínez-Villaseñor, Hiram Ponce, Ari Y. Barrera-Animas
Multimodal Gait Analysis Acquisition System: Challenges and Lessons Learned. SSCI (2023)
Philippe Prince-Tritto, Hiram Ponce
Exploring the Challenges and Limitations of Unsupervised Machine Learning Approaches in Legal Concepts Discovery. MICAI (2) (2023)
Sergio Alejandro Arizmendi Flores, Asdrubal Paz, Javier González, Hiram Ponce
Eye Control and Motion with Deep Reinforcement Learning: In Virtual and Physical Environments. MICAI (1) (2023)
Sergio Alejandro Arizmendi Flores, Carlos Contreras Fernandez Del Castillo, Diego Santiago Solana Carreón, Sebastián Zenteno Barreiro, Jorge Brieva, Hiram Ponce, Ernesto Moya-Albor
Portable Device for Monitoring the Respiratory Rate in Home Conditions. ISADS (2023)
Andrés Escobedo-Gordillo, Miguel Sepúlveda, Jesús Villa, Ximena Villanueva, Sebastián García-Casas, Fernando Díaz, Jorge Brieva, Ernesto Moya-Albor, Hiram Ponce
sEMG based hand gesture recognition for rehabilitation prosthetics based on machine learning methods. SIPAIM (2023)
Edmundo Bernardo, Kaiulani Lorenzo, Guillermo Reyes, Hiram Ponce
Predict Email Success Based on Text Content. MICAI (1) (2023)
Kevin Alejandro Orozco Villanueva, Miguel Richter, Carlos Villa, Lourdes Martínez-Villaseñor, Hiram Ponce, Ari Yair Barrera-Animas
Insole Design and Optimization Processes for Gait Analysis. SSCI (2023)
Rodrigo Ibarra, Jaime León, Iván Ávila, Hiram Ponce
Cardiovascular Disease Detection Using Machine Learning. Computación y Sistemas 26 (4) (2022)
Ana Lilia López, Estefanía López, Hiram Ponce
Credit Risk Models in the Mexican Context Using Machine Learning. MICAI (2) (2022)
Alfredo García, Vladimir Salazar, Hiram Ponce
Machine Learning Model of Digital Transformation Index for Mexican Households. MICAI (2) (2022)
Paola Tiburcio, Victor Guerrero, Hiram Ponce
Heart Failure Disease Prediction Using Machine Learning Models. MICAI (1) (2022)
Amaury Arellano, Erick Bustamante, Carlos Garza, Hiram Ponce
Ventilator Pressure Prediction Using a Regularized Regression Model. MICAI (2) (2022)
Lourdes Martínez-Villaseñor, Hiram Ponce, Antonieta Martínez-Velasco, Luis Miralles-Pechuán
An Explainable Tool to Support Age-related Macular Degeneration Diagnosis. IJCNN (2022)
Hiram Ponce, Mario Acevedo, Javier González-Juárez, Lourdes Martínez-Villaseñor, Gabriel Díaz-Ramos, Carlos Mayorga-Acosta
Modeling and simulation for designing a line walking chameleon-like legged robot. Simul. Model. Pract. Theory 121 (2022)
Emmanuel Malagon, Daniel Troncoso, Andres Rubio, Hiram Ponce
Machine Learning Techniques in Credit Default Prediction. MICAI (1) (2022)
David Díaz, Regina Marta, Germán Ortega, Hiram Ponce
A Machine Learning Approach for Modeling Safety Stock Optimization Equation in the Cosmetics and Beauty Industry. MICAI (1) (2021)
Ricardo Espinosa, Hiram Ponce, Sebastián Gutiérrez
Click-event sound detection in automotive industry using machine/deep learning. Appl. Soft Comput. 108 (2021)
Hiram Ponce, Lourdes Martínez-Villaseñor, Gregory M. P. O'Hare, José Roberto Ayala Solares
Editorial. Int. J. Distributed Sens. Networks 17 (2) (2021)
Jorge Ramírez, Joaquín Alarcón, Gustavo Calzada, Hiram Ponce
Mexican Automotive Industry Sales Behavior During the COVID-19 Pandemic. MICAI (2) (2021)
Hiram Ponce, Lourdes Martínez-Villaseñor, Carlos Mayorga-Acosta
Design of a Soft Gripper Using Genetic Algorithms. Computación y Sistemas 25 (4) (2021)
Claudia Bernal, Miguel Bernal, Andrei Noguera, Hiram Ponce, Edgar Avalos-Gauna
Sentiment Analysis on Twitter About COVID-19 Vaccination in Mexico. MICAI (2) (2021)
Ernesto Moya-Albor, Jorge Brieva, Hiram Ponce, Lourdes Martínez-Villaseñor
A non-contact heart rate estimation method using video magnification and neural networks. IEEE Instrum. Meas. Mag. 23 (4) (2020)
Lourdes Martínez-Villaseñor, Hiram Ponce, José Núñez-Martínez, Sofía Pacheco
Online Testing in Machine Learning Approach for Fall Detection. IJCNN (2020)
Luis Miralles-Pechuán, Fernando Jiménez, Hiram Ponce, Lourdes Martínez-Villaseñor
A Methodology Based on Deep Q-Learning/Genetic Algorithms for Optimizing COVID-19 Pandemic Government Actions. CIKM (2020)
Lourdes Martínez-Villaseñor, Hiram Ponce, Luis Miralles-Pechuán
A Survey on Freezing of Gait Detection and Prediction in Parkinson's Disease. MICAI (1) (2020)
Luis Miralles-Pechuán, Fernando Jiménez, Hiram Ponce, Lourdes Martínez-Villaseñor
A Deep Q-learning/genetic Algorithms Based Novel Methodology For Optimizing Covid-19 Pandemic Government Actions. CoRR (2020)
Hiram Ponce, Lourdes Martínez-Villaseñor
Comparative Analysis of Artificial Hydrocarbon Networks versus Convolutional Neural Networks in Human Activity Recognition. IJCNN (2020)
Ernesto Moya-Albor, Hiram Ponce, Jorge Brieva, Sandra L. Gomez Coronel, Rodrigo Chávez-Domínguez
Vision-Based Autonomous Navigation with Evolutionary Learning. MICAI (2) (2020)
Ricardo Abel Espinosa-Loera, Hiram Ponce, Sebastián Gutiérrez, Eluney Hernández
Click Event Sound Detection Using Machine Learning in Automotive Industry. MICAI (1) (2020)
Hiram Ponce, Paulo Vitor de Campos Souza, Augusto Junio Guimarães, Guillermo Gonzalez-Mora
Stochastic parallel extreme artificial hydrocarbon networks: An implementation for fast and robust supervised machine learning in high-dimensional data. Eng. Appl. Artif. Intell. 89 (2020)
Hiram Ponce, Ernesto Moya-Albor, Lourdes Martínez-Villaseñor, Jorge Brieva
Distributed evolutionary learning control for mobile robot navigation based on virtual and physical agents. Simul. Model. Pract. Theory 102 (2020)
José Roberto Ayala Solares, Hiram Ponce
Supervised learning with artificial hydrocarbon networks: an open source implementation and its applications. CoRR (2020)
Luis Márquez-Ordaz, Hiram Ponce
Implementation of a SVM on an Embedded System: A Case Study on Fall Detection. MICAI (1) (2020)
Hiram Ponce, Lourdes Martínez-Villaseñor, José Núñez-Martínez
Sensor Location Analysis and Minimal Deployment for Fall Detection System. IEEE Access 8 (2020)
Hiram Ponce, Paulo Vitor de Campos Souza
A Comparative Analysis of Evolutionary Learning in Artificial Hydrocarbon Networks. MICAI (1) (2020)
Paulo Vitor de Campos Souza, Hiram Ponce, Edwin Lughofer
Evolving fuzzy neural hydrocarbon networks: A model based on organic compounds. Knowl. Based Syst. 203 (2020)
Luis Miralles-Pechuán, Hiram Ponce, Lourdes Martínez-Villaseñor
A 2020 perspective on "A novel methodology for optimizing display advertising campaigns using genetic algorithms". Electron. Commer. Res. Appl. 40 (2020)
Claudio Cevallos, Hiram Ponce, Ernesto Moya-Albor, Jorge Brieva
Vision-Based Analysis on Leaves of Tomato Crops for Classifying Nutrient Deficiency using Convolutional Neural Networks. IJCNN (2020)
Jorge Brieva, Hiram Ponce, Ernesto Moya-Albor, Lourdes Martínez-Villaseñor
An Intelligent Human Fall Detection System Using a Vision-Based Strategy. ISADS (2019)
María de Lourdes Martínez-Villaseñor, Hiram Ponce
A concise review on sensor signal acquisition and transformation applied to human activity recognition and human-robot interaction. Int. J. Distributed Sens. Networks 15 (6) (2019)
Sebastián Gutiérrez, Hiram Ponce
An Intelligent Failure Detection on a Wireless Sensor Network for Indoor Climate Conditions. Sensors 19 (4) (2019)
Ricardo Abel Espinosa-Loera, Hiram Ponce, Sebastián Gutiérrez, Lourdes Martínez-Villaseñor, Jorge Brieva, Ernesto Moya-Albor
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 115 (2019)
Hiram Ponce, Mario Acevedo, Elizabeth Morales-Olvera, Lourdes Martínez-Villaseñor, Gabriel Díaz-Ramos, Carlos Mayorga-Acosta
Modeling and Control Balance Design for a New Bio-inspired Four-Legged Robot. MICAI (2019)
Hiram Ponce, Paulo Vitor de Campos Souza
Intelligent Control Navigation Emerging on Multiple Mobile Robots Applying Social Wound Treatment. IPDPS Workshops (2019)
María de Lourdes Martínez-Villaseñor, Hiram Ponce, Miguel González-Mendoza
Fuzzy aggregation of similarity values for electronic health record interoperability. J. Intell. Fuzzy Syst. 36 (2) (2019)
Hiram Ponce, José Antonio Marmolejo-Saucedo, María de Lourdes Martínez-Villaseñor
Towards Constant Calculation in Disjunctive Inequalities Using Wound Treatment Optimization. MICAI (2019)
Hiram Ponce
Towards Artificial Hydrocarbon Networks: The Chemical Nature of Data-Driven Approaches. ISADS (2019)
Hiram Ponce, Mario Acevedo, Noel Esparza-Duran
A hybrid fuzzy-molecular controller enhanced with evolutionary algorithms: A case study in a one-leg mechanism. J. Frankl. Inst. 356 (16) (2019)
Paulo Vitor de Campos Souza, Hiram Ponce, Lourdes Martínez-Villaseñor
A Method to Improve Speed of Training Algorithm in Artificial Hydrocarbon Networks. SMC (2019)
Lourdes Martínez-Villaseñor, Hiram Ponce, Karina Perez-Daniel
Deep Learning for Multimodal Fall Detection. SMC (2019)
Lourdes Martínez-Villaseñor, Hiram Ponce
Analysis of Contextual Sensors for Fall Detection. ISADS (2019)
María de Lourdes Martínez-Villaseñor, Hiram Ponce, Jorge Brieva, Ernesto Moya-Albor, José Núñez-Martínez, Carlos Peñafort-Asturiano
UP-Fall Detection Dataset: A Multimodal Approach. Sensors 19 (9) (2019)
Hiram Ponce
Population-Based Metaheuristic Optimization Using Organized Social Wound Treatment. ISADS (2019)
Sahir Moreno, Miguel Peña, Alexia Toledo, Ricardo Trevino, Hiram Ponce
A New Vision-Based Method Using Deep Learning for Damage Inspection in Wind Turbine Blades. CCE (2018)
Ernesto Moya-Albor, Jorge Brieva, Hiram Ponce, Orlando Rivas-Scott, Cristina Gomez-Pena
. EMBC (2018)
Hiram Ponce, Guillermo Gonzalez-Mora, María de Lourdes Martínez-Villaseñor
A Reinforcement Learning Method for Continuous Domains Using Artificial Hydrocarbon Networks. IJCNN (2018)
María de Lourdes Martínez-Villaseñor, Hiram Ponce, Ricardo Abel Espinosa-Loera
Multimodal Database for Human Activity Recognition and Fall Detection. UCAmI (2018)
Alonso Cervantes, Paola Garcia, Cesar Herrera, Elizabeth Morales, Fernando Tarriba, Eduardo Tena, Hiram Ponce
A Conceptual Design of a Firefighter Drone. CCE (2018)
Hiram Ponce, Ernesto Moya-Albor, Jorge Brieva
A Novel Artificial Organic Control System for Mobile Robot Navigation in Assisted Living Using Vision- and Neural-Based Strategies. Comput. Intell. Neurosci. 2018 (2018)
Hiram Ponce, Mario Acevedo
Design and Equilibrium Control of a Force-Balanced One-Leg Mechanism. MICAI (2) (2018)
María de Lourdes Martínez-Villaseñor, Hiram Ponce, Jose Antonio Marmolejo Saucedo, Juan Manuel Ramirez, Agustina Hernández
A Genetic Algorithm to Solve Power System Expansion Planning with Renewable Energy. MICAI (1) (2018)
Hiram Ponce, Jorge Brieva, Ernesto Moya-Albor
Distance Estimation Using a Bio-Inspired Optical Flow Strategy Applied to Neuro-Robotics. IJCNN (2018)
Hiram Ponce, Miguel González-Mendoza, María de Lourdes Martínez-Villaseñor
Advances in applied computational intelligence: MICAI 2016. Computing 100 (7) (2018)
Hiram Ponce, María de Lourdes Martínez-Villaseñor
Versatility of Artificial Hydrocarbon Networks for Supervised Learning. MICAI (1) (2017)
Hiram Ponce, Guillermo González, Luis Miralles-Pechuán, María de Lourdes Martínez-Villaseñor
Human Activity Recognition on Mobile Devices Using Artificial Hydrocarbon Networks. MICAI (1) (2017)
Eduardo Lopez-Tagle, Eduardo Siqueiros, Hiram Ponce
Design of an automated hive for bee proliferation and crop betterment. CCE (2017)
Hiram Ponce
A Novel Artificial Hydrocarbon Networks Based Value Function Approximation in Hierarchical Reinforcement Learning. MICAI (2) (2016)
Luis Miralles Pechuán, Hiram Ponce, María de Lourdes Martínez-Villaseñor
Feature Selection Methods Evaluation for CTR Estimation. MICAI (Special Session) (2016)
Hiram Ponce, Ricardo Padilla, Alan Davalos, Alvaro Herrasti, Cynthia Pichardo, Daniel Dovali
A Case Study in Hybrid Multi-threading and Hierarchical Reinforcement Learning Approach for Cooperative Multi-agent Systems. MICAI (Special Sessions) (2015)
Hiram Ponce
Bio-inspired Training Algorithms for Artificial Hydrocarbon Networks: A Comparative Study. MICAI (Special Sessions) (2014)
Hiram Ponce, Ricardo Padilla
A Hierarchical Reinforcement Learning Based Artificial Intelligence for Non-Player Characters in Video Games. MICAI (2) (2014)