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    Enhanced resource allocation in mobile edge computing using reinforcement learning based MOACO algorithm for IIOT 

    Vimal, S.; Khari, Manju; Dey, Nilanjan; González-Crespo, Rubén (1); Harold Robinson, Yesudhas (Computer Communications, 2020-02-01)
    The Mobile networks deploy and offers a multiaspective approach for various resource allocation paradigms and the service based options in the computing segments with its implication in the Industrial Internet of Things ...

    Extending the Applicability of Stirling's Method 

    Amorós, Cristina (1); Argyros, Ioannis K; Magreñán, Á. Alberto; Regmi, Samundra; González-Crespo, Rubén (1); Sicilia, Juan Antonio (1) (Mathematics, 2020-01)
    Stirling's method is considered as an alternative to Newton's method when the latter fails to converge to a solution of a nonlinear equation. Both methods converge quadratically under similar convergence criteria and require ...

    Personalized tutoring model through the application of Learning Analytics phases 

    Simanca Herrera, Fredys Alberto; González-Crespo, Rubén (1); Rodríguez Baena, Luis (1); Burgos, Daniel (1) (IEEE Latin America Transactions, 2020-01)
    Learning Analytics (LA) have a significant impact in learning and teaching processes. These can be improved using the available data retrieved from the students' activity inside the virtual classrooms of a LMS. This process ...

    Fast single image haze removal method for inhomogeneous environment using variable scattering coefficient 

    Gupta, Rashmi; Khari, Manju; Gupta, Vipul; Verdú, Elena (1); Wu, Xing; Herrera-Viedma, Enrique; González-Crespo, Rubén (1) (CMES - Computer Modeling in Engineering and Sciences, 2020)
    The images capture in a bad environment usually loses its fidelity and contrast. As the light rays travel towards its destination they get scattered several times due to the tiny particles of fog and pollutants in the ...

    UXJs: Tracking and Analyzing Web Usage Information With a Javascript Oriented Approach 

    Solís-Martínez, Jaime; Pascual Espada, Jordán; González-Crespo, Rubén (1); Pelayo G-Bustelo, B. Cristina; Cueva Lovelle, Juan Manuel (IEEE Access, 2020)
    Knowing what the user does inside your web and how he does it is crucial nowadays to understand the strengths and inconveniences of your web's design and architectural structure as well as about the usability of the site. ...

    Energy enhancement using Multiobjective Ant colony optimization with Double Q learning algorithm for IoT based cognitive radio networks 

    Vimal, S.; Khari, Manju; González-Crespo, Rubén (1); Kalaivani, L.; Dey, Nilanjan; Kaliappan, Madasamy (Computer Communications, 2020-03)
    Internet of Things (IoT) is the efficient wireless communication in the modern era, energy efficiency is the primary issue that focuses mainly on the Cognitive network. Most of the CR networks are focusing on battery ...

    Fuzzy logic expert system for selecting robotic hands using kinematic parameters 

    Cobos-Guzmán, Salvador (1); Verdú, Elena (1); Herrera-Viedma, Enrique; González-Crespo, Rubén (1) (Journal of Ambient Intelligence and Humanized Computing, 2020-04-01)
    Industry 4.0 is the current industrial revolution and robotics is an important factor for carrying out high dexterity manipulations. However, mechatronic systems are far from human capabilities and sophisticated robotic ...

    Minimal green energy consumption and workload management for data centers on smart city platforms 

    Pei, Pei; Huo, Zongjie; Sanjuán Martínez, Óscar (1); González-Crespo, Rubén (1) (Sustainability, 2020-04)
    Presently, energy is considered a significant resource that grows scarce with high demand and population in the global market. Therefore, a survey suggested that renewable energy sources are required to avoid scarcity. ...

    Test usability guidelines and follow conventions. Useful recommendations from web developers 

    Alonso-Virgós, Lucía (1); Thomaschewski, Jörg; Pascual Espada, Jordán; González-Crespo, Rubén (1) (Computer Standards and Interfaces, 2020-06)
    Usability measures the quality of use when a user interacts with a website. There are many guidelines and recommendations to improve the user experience on websites. The purpose of this study is to analyze the degree of ...

    An artificial neural network approach for predicting hypertension using NHANES data 

    López-Martínez, Fernando; Núñez-Valdez, Edward Rolando; González-Crespo, Rubén (1); García-Díaz, Vicente (Scientific Reports, 2020-12-01)
    This paper focus on a neural network classification model to estimate the association among gender, race, BMI, age, smoking, kidney disease and diabetes in hypertensive patients. It also shows that artificial neural network ...
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