Publications in collaboration with researchers from Universidad de la Costa (9)

2024

  1. LSTM Networks for Home Energy Efficiency

    Designs, Vol. 8, Núm. 4

  2. Sensing technologies and machine learning methods for emotion recognition in autism: Systematic review

    International Journal of Medical Informatics, Vol. 187

2023

  1. A Deep Learning Model of Radio Wave Propagation for Precision Agriculture and Sensor System in Greenhouses

    Agronomy, Vol. 13, Núm. 1

  2. Characterisation of Youth Entrepreneurship in Medellín-Colombia Using Machine Learning

    Sustainability (Switzerland), Vol. 15, Núm. 13

2021

  1. 5g mobile phone network introduction in colombia

    Electronics (Switzerland), Vol. 10, Núm. 8

2020

  1. Empirical model of radio wave propagation in the presence of vegetation inside greenhouses using regularized regressions

    Sensors (Switzerland), Vol. 20, Núm. 22, pp. 1-18

2019

  1. Path loss determination using linear and cubic regression inside a classic tomato greenhouse

    International Journal of Environmental Research and Public Health, Vol. 16, Núm. 10

2015

  1. PCA filtering and probabilistic SOM for network intrusion detection

    Neurocomputing, Vol. 164, pp. 71-81

2013

  1. Network anomaly detection with bayesian self-organizing maps

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)