Publicaciones en colaboración con investigadores/as de Universidad Nacional de Ingeniería (17)

2024

  1. BeeGOns!: A Wireless Sensor Node for Fog Computing in Smart City Applications

    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 43, Núm. 1, pp. 171-175

  2. Generative Adversarial Networks for text-to-face synthesis & generation: A quantitative–qualitative analysis of Natural Language Processing encoders for Spanish

    Information Processing and Management, Vol. 61, Núm. 3

2023

  1. A novel deep learning approach using blurring image techniques for Bluetooth-based indoor localisation

    Information Fusion, Vol. 91, pp. 173-186

  2. TINTO: Converting Tidy Data into image for classification with 2-Dimensional Convolutional Neural Networks

    SoftwareX, Vol. 22

2021

  1. An experimental study of fog and cloud computing in CEP-based Real-Time IoT applications

    Journal of Cloud Computing, Vol. 10, Núm. 1

  2. Clusters of people with type 2 diabetes in the general population: Unsupervised machine learning approach using national surveys in Latin America and the Caribbean

    BMJ Open Diabetes Research and Care, Vol. 9, Núm. 1

  3. On the relevance of the metadata used in the semantic segmentation of indoor image spaces

    Expert Systems with Applications, Vol. 184

2020

  1. Using Country-Level Variables to Classify Countries According to the Number of Confirmed COVID-19 Cases: An Unsupervised Machine Learning Approach

    Wellcome Open Research, Vol. 5

2019

  1. Comparative study of supervised learning and metaheuristic algorithms for the development of bluetooth-based indoor localization mechanisms

    IEEE Access, Vol. 7, pp. 26123-26135

2018

  1. FROG: A Robust and Green Wireless Sensor Node for Fog Computing Platforms

    Journal of Sensors, Vol. 2018

  2. Identificación de zonas de riesgo para la Seguridad Vial mediante algoritmos de aprendizaje no supervisado

    Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology

  3. Supervised learning algorithms for indoor localization fingerprinting using BLE4.0 beacons

    2017 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2017 - Proceedings

2017

  1. An Analysis of Multiple Criteria and Setups for Bluetooth Smartphone-Based Indoor Localization Mechanism

    Journal of Sensors, Vol. 2017

  2. An empirical study of the transmission power setting for bluetooth-based indoor localization mechanisms

    Sensors (Switzerland), Vol. 17, Núm. 6

2016

  1. Citizen security using machine learning algorithms through open data

    2016 8th IEEE Latin-American Conference on Communications, LATINCOM 2016

  2. Ray: Smart Indoor/Outdoor Routes for the Blind Using Bluetooth 4.0 BLE

    Procedia Computer Science

  3. Spatial statistical analysis for the design of indoor particle-filter-based localization mechanisms

    International Journal of Distributed Sensor Networks, Vol. 12, Núm. 8