Formación de recursos humanos, tesis dirigidas
2023
Detección automática de la enfermedad de Parkinson utilizando análisis de
voz y análisis basado en vóxeles de resonancia magnética estructural, 2023
Detección y clasificación de quemaduras en piel humana analizando imágenes a color, 2023
Feature extraction and classification of static spiral tests to assist the detection of Parkinson’s disease, 2023
Exoplanet identification using machine learning under different noise profiles, 2022
Multiresolution analysis for transiting exoplanet identification using machine learning,
Congresos Internacionales
2020
Classification of functional near infra-red signals with machine learning for prediction of epilepsy,
Tipo de participación: Ponencia Oral
Nombre del congreso: 12th International Conference on Bioinformatics and Computational Biology 2019
Learning financial time series for prediction of the stock exchange market,
Tipo de participación: Ponencia Oral
Nombre del congreso: 34th International Conference on Computers and their Applications (CATA 2019) 2018
Morphologic image processing for detection of micro-aneurysms in fundus images as pre-diagnosis of diabetic retinopathy,
Tipo de participación: Ponencia Oral
Nombre del congreso: International Conference on Medical Imaging & Case Reports (MICR 2018) 2018
Real-time facial expression recognition using local appearance-based descriptors,
Tipo de participación: Ponencia Oral
Nombre del congreso: 6th International Symposium on Language & Knowledge Engineering LKE2018
Artículos de investigación
2023
Rapid screening of mayonaisse quality using computer vision and machine learning,
Nombre de la revista: Journal of Food Measurement and Characterization, Volumen: 1, Número: 1, Páginas: , DOI: 10.1007/s11694-023-01814-x,
ISSN: 21934126, 21934134 2023
Feature extraction and classification of static spiral tests to assist the detection of Parkinson’s disease,
Nombre de la revista: Multimedia Tools and Applications, Volumen: , Número: , Páginas: , DOI: ,
ISSN: 13807501, 15737721 2023
Detection and classification of skin burns on color images using multi-resolution clustering and the classification of reduced feature subsets,
Nombre de la revista: Multimedia Tools and Applications, Volumen: , Número: , Páginas: , DOI: 10.1007/s11042-023-17550-9,
ISSN: 13807501, 15737721 2022
A new machine learning model based on the broad learning system and wavelets,
Nombre de la revista: ,, Volumen: 112, Número: 104886, Páginas: , DOI: 10.1016/j.engappai.2022.104886,
ISSN: 2022
Monitoring of the dehydration process of apple snacks with visual feature extraction and image processing techniques,
Nombre de la revista: Applied Sciences, Volumen: 12, Número: 11269, Páginas: , DOI: 10.3390/app122111269,
ISSN: 14545101 2021
Classification of PPMI MRI scans with voxel-based morphometry and machine learning to assist in the diagnosis of Parkinsons disease,
Nombre de la revista: Computer Methods and Programs in Biomedicine, Volumen: 198, Número: 105793, Páginas: , DOI: 10.1016/j.cmpb.2020.105793,
ISSN: 1692607, 18727565 2021
Analysis of voice as an assisting tool for detection of Parkinsons disease and its subsequent clinical interpretation,
Nombre de la revista: Biomedical Signal Processing and Control, Volumen: , Número: , Páginas: , DOI: 10.1016/j.bspc.2021.102415,
ISSN: 17468094 2021
Detection and classification of burnt skin via sparse representation of signals by over-redundant dictionaries,
Nombre de la revista: Computers in Biology and Medicine, Volumen: 132, Número: 104310, Páginas: , DOI: 10.1016/j.compbiomed.2021.104310,
ISSN: 104825, 18790534 2020
Prediction of epileptic seizures using fNIRS and machine learning,
Nombre de la revista: Journal of Intelligent and Fuzzy Systems, Volumen: 38, Número: 2, Páginas: , DOI: 10.3233/JIFS-190738,
ISSN: 10641246, 18758967 2020
Automatic Parkinson disease detection at early stages as pre-diagnosis tool by using classifiers and a small set of vocal features,
Nombre de la revista: ,, Volumen: 40, Número: 1, Páginas: , DOI: 10.1016/j.bbe.2020.01.003,
ISSN: 2019
Real-time facial expression recognition using local appearance-based descriptors,
Nombre de la revista: ,, Volumen: 36, Número: 5, Páginas: , DOI: 10.3233/JIFS-179049,
ISSN: 2019
Fully automatic alpha matte extraction using artificial neural networks,
Nombre de la revista: Neural Computing and Applications, Volumen: , Número: , Páginas: , DOI: https://doi.org/10.1007/s00521-019-04154-4,
ISSN: 9410643, 14333058 2019
Prediction of epileptic seizures with convolutional neural networks and functional near-infrared spectroscopy signals,
Nombre de la revista: ,, Volumen: 111, Número: 103355, Páginas: , DOI: j.compbiomed.2019.103355,
ISSN: 2019
Real-time facial expression recognition using local appearance-based descriptors,
Nombre de la revista: ,, Volumen: 36, Número: 5, Páginas: , DOI: 10.3233/JIFS-179049,
ISSN: 2019
Fully automatic alpha matte extraction using artificial neural networks,
Nombre de la revista: ,, Volumen: 13, Número: 3, Páginas: , DOI: 10.1007/s00521-019-04154-4,
ISSN: 2018
Newborn cry nonlinear features extraction and classification,
Nombre de la revista: ,, Volumen: 34, Número: , Páginas: , DOI: 10.3233/JIFS-169510,
ISSN: 2018
False positive reduction by an annular model as a set of few features for microcalcification detection to assist early diagnosis of breast cancer,
Nombre de la revista: ,, Volumen: 42, Número: 134, Páginas: , DOI: https://doi.org/10.1007/s1091,
ISSN: | 
