Listar por tema "Machine Learning"
Mostrando ítems 1-8 de 8
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Análisis de datos y predicciones de series temporales para infraestructuras de saneamiento de aguas en áreas de precipitaciones intensas: Life Reseau
(2024-06)[Resumen]: La iniciativa Life Reseau surge para el estudio y actuación ante los efectos del cambio climático en infraestructuras de aguas residuales urbanas, concretamente en zonas que experimentan elevadas precipitaciones ... -
Aplicación de técnicas de aprendizaje no supervisado para el agrupamiento de estrellas mediante su espectro RVS
(2024-02)[Resumen]: El satélite Gaia, de la Agencia Espacial Europea, fue lanzado en diciembre de 2013 con la misión de escanear continuamente el firmamento durante 5 años para cartografiar más de mil millones de estrellas de la ... -
Development of an Operating System Fingerprinting Tool Based on Artificial Intelligence
(2022-09)[Abstract]: The present Master’s Dissertation (MD) exposes the design and development of fingerAI, an Operating System (OS) fingerprinting tool based on Artificial Intelligence (AI). OS fingerprinting aims to identify the ... -
Machine learning applied to transcriptomic data to identify genes associated with feed efficiency in pigs
(BioMed Central Ltd., 2019-03-13)[Abstract]: Background: To date, the molecular mechanisms that underlie residual feed intake (RFI) in pigs are unknown. Results from different genome-wide association studies and gene expression analyses are not always ... -
Prediction of Antimalarial Drug-Decorated Nanoparticle Delivery Systems with Random Forest Models
(MDPI, 2020-07)[Abstract]: Drug-decorated nanoparticles (DDNPs) have important medical applications. The current work combined Perturbation Theory with Machine Learning and Information Fusion (PTMLIF). Thus, PTMLIF models were proposed ... -
Sentiment analysis for reviews and microtexts based on lexico-syntactic knowledge
(BCS-IRSG, 2013)[Abstract]: We describe two methods to perform sentiment analysis both on long and short texts written in Spanish language. We first present an unsupervised method based on dependency parsing which calculates the semantic ... -
Supervised polarity classification of Spanish tweets based on linguistic knowledge
(Association for Computing Machinery, 2013)[Abstract]: We describe a system that classifies the polarity of Spanish tweets. We adopt a hybrid approach, which combines machine learning and linguistic knowledge acquired by means of NLP. We use part-of-speech tags, ... -
Sustainable transparency on recommender systems: Bayesian ranking of images for explainability
(Elsevier B.V., 2024-11)[Abstract]: Recommender Systems have become crucial in the modern world, commonly guiding users towards relevant content or products, and having a large influence over the decisions of users and citizens. However, ensuring ...