Publicaciones (62) Publicaciones de FERNANDO MATEO JIMENEZ

2023

  1. Estimación de los niveles nutricionales de hojas de cítricos mediante análisis no destructivo aplicando técnicas de aprendizaje automático

    XII Congreso ibérico de agroingeniería.: Libro de actas

  2. Exploring the impact of lactic acid bacteria on the biocontrol of toxigenic Fusarium spp. and their main mycotoxins

    International journal of food microbiology, Vol. 387, pp. 110054

2022

  1. Approaching sales forecasting using recurrent neural networks and transformers

    Expert Systems with Applications, Vol. 201

2021

  1. Analysis of the pre and post-covid-19 lockdown use of smartphone apps in Spain

    Applied Sciences (Switzerland), Vol. 11, Núm. 13

  2. Automatic mass spectra recognition for Ultra High Vacuum systems using multilabel classification

    Expert Systems with Applications, Vol. 178

  3. Comparative analysis of machine learning methods to predict growth of f. Sporotrichioides and production of t-2 and ht-2 toxins in treatments with ethylene-vinyl alcohol films containing pure components of essential oils

    Toxins, Vol. 13, Núm. 8

  4. Comparative study of several machine learning algorithms for classification of unifloral honeys

    Foods, Vol. 10, Núm. 7

  5. Machine learning approach for predicting Fusarium culmorum and F. proliferatum growth and mycotoxin production in treatments with ethylene-vinyl alcohol copolymer films containing pure components of essential oils

    International Journal of Food Microbiology, Vol. 338

  6. Potential health risk associated with mycotoxins in oat grains consumed in spain

    Toxins, Vol. 13, Núm. 6

  7. Potential use of machine learning methods in assessment of Fusarium culmorum and Fusarium proliferatum growth and mycotoxin production in treatments with antifungal agents

    Fungal Biology, Vol. 125, Núm. 2, pp. 123-133

  8. Reconstruction of ultra-high vacuum mass spectra using genetic algorithms

    Applied Sciences (Switzerland), Vol. 11, Núm. 24

2020

  1. Study on mycotoxin contamination of maize kernels in Spain

    Food Control, Vol. 118

2019

  1. Analysis of computer user behavior, security incidents and fraud using Self-Organizing Maps

    Computers and Security, Vol. 83, pp. 38-51

  2. Antifungal effect of engineered silver nanoparticles on phytopathogenic and toxigenic Fusarium spp. and their impact on mycotoxin accumulation

    International Journal of Food Microbiology, Vol. 306

  3. Assessment of Kinect V2 for elbow range of motion estimation in people with haemophilia using an angle correction model

    Haemophilia, Vol. 25, Núm. 3, pp. e165-e173

  4. Potential impact of engineered silver nanoparticles in the control of aflatoxins, ochratoxin A and the main aflatoxigenic and ochratoxigenic species affecting foods

    Food Control, Vol. 101, pp. 58-68

2018

  1. Hemokinect: A microsoft kinect V2 based exergaming software to supervise physical exercise of patients with hemophilia

    Sensors (Switzerland), Vol. 18, Núm. 8

2016

  1. A survey on Gaussian processes for earth-observation data analysis: A comprehensive investigation

    IEEE Geoscience and Remote Sensing Magazine, Vol. 4, Núm. 2, pp. 58-78

  2. Learning structures in earth observation data with gaussian processes

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

  3. Multi-step strategy for mortality assessment in cardiovascular risk patients with imbalanced data

    ESANN 2016 - 24th European Symposium on Artificial Neural Networks