Recent Submissions

  • Heart Failure Disease Prediction Using Machine Learning Models 

    Ponce, Hiram (Springer link, 2022)
    Heart failure disease affects 26 million people worldwide and it has a lower survival rate than breast or prostate cancer. An early diagnostic of the disease is very important for prevention and possible treatment. In this ...
  • Machine Learning Techniques in Credit Default Prediction 

    Ponce, Hiram (Springer, 2022)
    Digital transformation after the pandemic is a must if a company wants to survive in a highly competitive environment. Machine Learning (ML) applications are no strangers to Digital Transformations, and banks are looking ...
  • Credit risk models in the Mexican context using machine learning 

    López, Ana Lilia; López, Estefanía; Ponce, Hiram (Springer Science and Business Media Deutschland GmbH, 2022)
    The Default Rate is related to the period of the economic cycle in which they are observed, during expansion periods of the economy the default rate tends to be lower. But in contraction periods, the default rate tends to ...
  • Ventilator pressure prediction using a regularized regression model 

    Ponce, Hiram; Arellano, Amaury; Bustamante, Erick; Garza, Carlos (Springer Science and Business Media Deutschland GmbH, 2022)
    The mechanical ventilation is one of the most frequent methods used in Intensive Care Units (ICUs) to improve the breathing of patients. During the early days of the COVID-19 pandemic, the use of mechanical ventilators has ...
  • Machine learning model of digital transformation index for mexican households 

    García, Alfredo; Salazar, Vladimir; Ponce, Hiram (Springer Science and Business Media Deutschland GmbH, 2022)
    Digital transformation refers to the change in all aspects of human society by the adoption of digital technologies. Different methodologies and measurements have been proposed to determine the level of digital transformation ...
  • Design of a Non-Actuator Soft Gripper for a Chameleon-Like Robot 

    Ponce, Hiram; Martinez-Villaseñor, Lourdes; Mayorga Acosta, Carlos (Institute of Electrical and Electronics Engineers Inc., 2021)
    Four-legged robots are terrestrial mobile robots widely applied in tasks of navigation that imply complex mobility, the difficulty of obstacle avoidance, efficient energy management, or handling the speed of motion. In ...
  • An explainable tool to support age-related macular degeneration diagnosis 

    Ponce, Hiram; Martinez-Villaseñor, Lourdes; Martínez-Velasco, Antonieta (Institute of Electrical and Electronics Engineers Inc., 2022)
    Artificial intelligence and deep learning, in particu-lar, have gained large attention in the ophthalmology community due to the possibility of processing large amounts of data and dig-itized ocular images. Intelligent ...
  • Secure medical image encryption approach based on Langton's ant and jigsaw transform 

    Moya-Albor, Ernesto; Romero Arellano, Andrés Gabriel; Brieva, Jorge (SPIE, 2021)
    In this work, we propose a medical image encryption method. It is based on the Jigsaw transform, cyclic permutations, and a deterministic noise approach to hide visual information in the images. On the other hand, Langton's ...
  • A non-contact SpO2 estimation using a video magnification technique 

    Brieva, Jorge; Moya-Albor, Ernesto; Ponce, Hiram (SPIE, 2021)
    In this paper, we present a new non-contact strategy to estimate the Peripheral Oxygen Saturation (SpO2) based on the Eulerian motion video magnification technique and a signal processing technique. The magnification ...
  • Blockchain for agri-food supply chain traceability 

    Olivarez Benitez, Elías (IEOM Society, 2021)
    The supply chains around the agri-food sector are, in economic terms, one of the most relevant activities at an international level, employing millions of people, mainly in developing countries. The complexity of this ...
  • Optical flow-hermite and fuzzy Q-Learning based robotic navigation approach 

    Moya-Albor, Ernesto; Brieva, Jorge; Ponce, Hiram (Institute of Electrical and Electronics Engineers Inc., 2021)
    The present paper presents a bio-inspired optical flow approach to autonomous robotics navigation. It uses a Fuzzy Q-Learning (FQL) method to take decisions in an unknown environment through a reinforcement signal. The ...
  • Modular IoT-based automated hydroponic system 

    Ponce, Hiram; Brieva, Jorge; Moya-Albor, Ernesto (Institute of Electrical and Electronics Engineers Inc., 2021)
    The growth of population and the rapid urbanization have demanded overproduction of food while reducing the water supply, increasing energy consumption, limiting the land, and augmenting the cost of food transportation. ...
  • RADAMA: design of an intelligent waste separator with the combination of different sensors 

    Moya-Albor, Ernesto; Ponce, Hiram; Brieva, Jorge (Institute of Electrical and Electronics Engineers Inc., 2021)
    Nowadays, trash generation is a real problem. It is expected that high-income countries will experience waste generation growth in the future. A forecast shows that by 2050 there will be an exponential increase of close ...
  • SCOMA hand prosthetic 

    Brieva, Jorge; Moya-Albor, Ernesto (Institute of Electrical and Electronics Engineers Inc., 2021)
    SCOMA Prosthetic Hand is a robotic hand that can give to the patient the ability to resume a good part of their daily activities. It is not only designed to resume daily activities, but also to improve the mental health ...
  • Predicting gentrification in Mexico City using neural networks 

    Palafox, Leon; Ortiz-Monasterio, Pedro (Institute of Electrical and Electronics Engineers Inc., 2020)
    Gentrification is a process that affects millions of people every year. In this process, high-income residents replace low-income residents in neighborhoods near city centers and business centers. The gentrification process ...
  • Control design for an electrical propulsion system in a Drag-Free CubeSat 

    Núñez Martínez, José Pablo; Laguna Juárez, Carlos; Ponce, Hiram; Zavala Sousa, Andrea; Ribé Viesca, María del Carmen; Blanco, Fernando del; Aparicio Appendini, Juan Pablo; Hernández, Alvaro; Zarate-Villazon, Ángel M. (International Astronautical Federation, IAF, 2021)
    Drag-free satellites such as TRIAD I, Gravity Probe B, GOCE and LISA-Pathfinder have demonstrated the use of a freefloating test mass as a gravitational reference to the satellite's feedback control system. In drag-free ...
  • Telerehabilitation prototype for postural disorder monitoring in Parkinson disease 

    Marmolejo-Saucedo, José-Antonio (Springer Science and Business Media Deutschland GmbH, 2021)
    The present work shows a telerehabilitation prototype for the monitoring of postural disorders in patients with Parkinson’s disease. The design of this prototype originated from a proposal for the identification of business ...
  • Design of a logistics network using analytical techniques and agent-based simulation 

    Marmolejo-Saucedo, José-Antonio; Rodriguez-Aguilar, Roman; Meza, Gerardo; Kelley Urbieta, Mitchell Santiago; Peregrina Acasuso, Saul Fernando; Gutierrez Girault, Juan Pablo (Springer Science and Business Media Deutschland GmbH, 2021)
    Business Logistics, or Supply Chain, has acquired a notorious relevance in current business management, due to its highly significant impact on the success of the production and service sectors. This work proposes the ...
  • A life cycle assessment (LCA) of antibacterial gel production 

    Enríquez-Martínez Valeria; Niembro García, Isabel Joaquina; Marmolejo-Saucedo, José-Antonio (Springer Science and Business Media Deutschland GmbH, 2021)
    During the COVID-19 pandemic the antibacterial gel become an important prevention measures to stop the spread of the virus. In Mexico, the demand for preventive hygiene products and health supplies increased more than 50% ...
  • Similarity learning for cnn-based asl alphabet recognition 

    Perez-Daniel, Karina Ruby (IOS Press BV, 2021)
    Sign language is an important communication way to convey information among the deaf community, and it is primarily used by people who have hearing or speech impairments. Besides, sign language represents a direct ...

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