Portfolio
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Empowering machine learning models with contextual knowledge for enhancing the detection of eating disorders in social media posts
Publicaciones científicas
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Survival and grade of the glioma prediction using transfer learning
Publicaciones científicas
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Weighted Conformal LiDAR-Mapping for Structured SLAM
Publicaciones científicas
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Leadership and contagion by COVID-19 among residence hall students: A social network analysis approach
Publicaciones científicas
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Men who have sex with men: An approach to social network analysis
Publicaciones científicas
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Adolescent relational behaviour and the obesity pandemic: A descriptive study applying social network analysis and machine learning techniques
Publicaciones científicas
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Multispecies bird sound recognition using a fully convolutional neural network.
Publicaciones científicas
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Determining the severity of Parkinson’s disease in patients using a multi task neural network
Publicaciones científicas
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Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System
Publicaciones científicas
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Heart disease risk prediction using deep learning techniques with feature augmentation
Publicaciones científicas
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A generalized decision tree ensemble based on the NeuralNetworks architecture: Distributed Gradient Boosting Forest (DGBF)
Publicaciones científicas
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Evaluation of the Satisfaction of Patients Seen in the Dermatology Department of a Spanish Tertiary Hospital
Publicaciones científicas
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Implementing local-explainability in Gradient Boosting Trees: Feature Contribution
Publicaciones científicas
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Detecting racism and xenophobia using deep learning models on Twitter data: CNN, LSTM and BERT
Publicaciones científicas
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Traditional Machine Learning Models and Bidirectional Encoder Representations From Transformer (BERT)–Based Automatic Classification of Tweets About Eating Disorders: Algorithm Development and Validation Study
Publicaciones científicas
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Detection of the most influential variables for preventing postpartum urinary incontinence using machine learning techniques.
Publicaciones científicas
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Identification of cohesive subgroups in a university hall of residence during the COVID-19 pandemic using a social network analysis approach
Publicaciones científicas
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Sentiment analysis in non-fixed length audios using a Fully Convolutional Neural Network
Publicaciones científicas
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A case study of university student networks and the COVID-19 pandemic using a social network analysis approach in halls of residence
Publicaciones científicas
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Tasa de retorno y características asistenciales de pacientes mayores de 65 años en un servicio de Urgencias en Atención Primaria
Publicaciones científicas
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IDS PROTOTYPE FOR INTRUSION DETECTION WITH MACHINE LEARNING MODELS IN IOT SYSTEMS OF THE INDUSTRY 4.0
Publicaciones científicas
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Enriched multi-agent middleware for building rule-based distributed security solutions for IoT environments
Publicaciones científicas
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Middleware-based multi-agent development environment for building and testing distributed intelligent systems
Publicaciones científicas
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The socialisation of the adolescent who carries out team sports: a transversal study of centrality with a social network analysis
Publicaciones científicas
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eHealth Intervention to Improve Health Habits in the Adolescent Population: Mixed Methods Study
Publicaciones científicas
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Diabetes detection using deep learning techniques with oversampling and feature augmentation
Publicaciones científicas
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Substance Use and Addictive Behavior in Spanish Adolescents in Secondary School
Publicaciones científicas
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Cooperative Work among Computer Engineering and Health Sciences Undergraduates: A Case Study
Publicaciones científicas
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Musculoskeletal Pain and Teleworking in Times of the COVID-19: Analysis of the Impact on the Workers at Two Spanish Universities
Publicaciones científicas
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Musculoskeletal Pain and Non-Classroom Teaching in Times of the COVID-19 Pandemic: Analysis of the Impact on Students from Two Spanish Universities
Publicaciones científicas
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Stress, Emotional Intelligence and the Intention to Use Cannabis in Spanish Adolescents: Influence of COVID-19 Confinement
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The consumption of alcohol by adolescent schoolchildren: Differences in the triadic relationship pattern between rural and urban environments
Publicaciones científicas
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Evaluation of Country Dietary Habits Using Machine Learning Techniques in Relation to Deaths from COVID-19
Publicaciones científicas
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Networks and Emotions in Cooperative Work: A Quasi-Experimental Study in University Nursing and Computer Engineering Students
Publicaciones científicas
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An ontology-based multi-domain model in social network analysis: Experimental validation and case study
Publicaciones científicas
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Prevalence of Comorbidities in Individuals Diagnosed and Undiagnosed with Alzheimer’s Disease in León, Spain and a Proposal for Contingency Procedures to Follow in the Case of Emergencies Involving People with Alzheimer’s Disease
Publicaciones científicas
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Thermal Infrared Imaging to Evaluate Emotional Competences in Nursing Students: A First Approach through a Case Study
Publicaciones científicas
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Feasibility of Social-Network-Based eHealth Intervention on the Improvement of Healthy Habits among Children
Publicaciones científicas
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Detecting Respiratory Pathologies Using Convolutional Neural Networks and Variational Autoencoders for Unbalancing Data
Publicaciones científicas
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Social network analysis for personalized characterization and risk assessment of alcohol use disorders in adolescents using semantic technologies
Publicaciones científicas
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A Cooperative Interdisciplinary Task Intervention with Undergraduate Nursing and Computer Engineering Students
Publicaciones científicas
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Bioinspired Hybrid Model to Predict the Hydrogen Inlet Fuel Cell Flow Change of an Energy Storage System
Publicaciones científicas
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Inpatient dermatology consultations in a tertiary care hospital in Spain: A retrospective study of 750 patients
Publicaciones científicas
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A Semantic Social Network Analysis Tool for Sensitivity Analysis and What-If Scenario Testing in Alcohol Consumption Studies
Publicaciones científicas
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Socioeconomic Status in Adolescents: A Study of Its Relationship with Overweight and Obesity and Influence on Social Network Configuration
Publicaciones científicas
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A Qualitative Study of Secondary School Teachers’ Perception of Social Network Analysis Metrics in the Context of Alcohol Consumption among Adolescents
Publicaciones científicas
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Tesis Doctoral: Tecnologías Semánticas aplicadas al Análisis de Redes Sociales en el ámbito de la salud
Doctorado
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A Web-Based Tool for Automatic Data Collection, Curation, and Visualization of Complex Healthcare Survey Studies including Social Network Analysis
Publicaciones científicas
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www.snaconsultoriaacustica.com
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Práctica EDI Febrero (2006/2007) ULE
Aplicaciones, Carrera
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Trabajo de Fin de Máster : Búsqueda Semántica
Máster, Proyectos
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Gestor de Imágenes – Free Pascal + GTK 2.0 + MySQL
Aplicaciones, Carrera
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Gestor de una biblioteca realizado en Java + MySQL
Aplicaciones, Carrera
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Redes Neuronales y Algoritmos Genéticos: Perceptrón – Adaline
Aplicaciones, Carrera
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Arquitectura e Ingeniería de Computadores (2008/2009) ULE
Carrera
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Compresión de mensajes: Huffman y Codificación Aritmética
Aplicaciones, Carrera
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Iniciación a la Programación (2006/2007) ULE
Carrera
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Práctica EDI Junio (2006/2007) ULE
Aplicaciones, Carrera
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Intérprete de comandos en C (Shell)
Aplicaciones, Carrera
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Gestor de una empresa utilizando Java + Oracle
Aplicaciones, Carrera
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SIMULACIÓN DE SIST. DE BÚSQUEDA DE NÁUFRAGOS
Carrera, Proyectos
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