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Mostrando ítems 8721-8740 de 32950
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Deep Learning Language Models for Music Analysis and Generation
(2022)[Abstract] In this project, we tackle the problem of predicting the next note in a monophonic musical piece. We choose a symbolic representation and extract it from digital sheet music. The problem is approached as four ... -
Deep learning models for real-life human activity recognition from smartphone sensor data
(Elsevier, 2023-12)[Abstract]: Nowadays, the field of human activity recognition (HAR) is a remarkably hot topic within the scientific community. Given the low cost, ease of use and high accuracy of the sensors from different wearable devices ... -
Deep Learning Techniques for Automated Analysis and Processing of High Resolution Medical Imaging
(2022)[Abstract] Medical imaging plays a prominent role in modern clinical practice for numerous medical specialties. For instance, in ophthalmology, different imaging techniques are commonly used to visualize and study the ... -
Deep Learning-Based Method for Computing Initial Margin †
(MDPI, 2021)[Abstract] Following the guidelines of the Basel III agreement (2013), large financial institutions are forced to incorporate additional collateral, known as Initial Margin, in their transactions in OTC markets. Currently, ... -
Deep Learning-Based Wave Overtopping Prediction
(MDPI, 2024-03-20)[Abstract]: This paper analyses the application of deep learning techniques for predicting wave overtopping events in port environments using sea state and weather forecasts as inputs. The study was conducted in the outer ... -
Deep multi-instance heatmap regression for the detection of retinal vessel crossings and bifurcations in eye fundus images
(Elsevier, 2020-04)[Abstract]: Background and objectives:The analysis of the retinal vasculature plays an important role in the diagnosis of many ocular and systemic diseases. In this context, the accurate detection of the vessel crossings ... -
Deep Multi-Segmentation Approach for the Joint Classification and Segmentation of the Retinal Arterial and Venous Trees in Color Fundus Images
(MDPI, 2021)[Abstract] The analysis of the retinal vasculature represents a crucial stage in the diagnosis of several diseases. An exhaustive analysis involves segmenting the retinal vessels and classifying them into veins and arteries. ... -
Deep-sea Ampharetidae (Polychaeta) from Capbreton Canyon (north-east Atlantic) with the description of a new species
(Cambridge University Press, 2014)During the Capbreton cruises (1987-1990), samples of bathyal benthic macrofauna were taken at 37 stations situated along the continental slope (480-1113 m depth) of the Capbreton Canyon (Bay of Biscay, north-east Atlantic). ... -
Deep-Sequencing Reveals Broad Subtype-Specific HCV Resistance Mutations Associated with Treatment Failure
(Elsevier, 2019-12-16)[Abstract] A percentage of hepatitis C virus (HCV)-infected patients fail direct acting antiviral (DAA)-based treatment regimens, often because of drug resistance-associated substitutions (RAS). The aim of this study was ... -
Defective chaperone-mediated autophagy is a hallmark of joint disease in patients with knee osteoarthritis
(Elsevier, 2023-03-08)[Abstract] Objective: Defects in autophagy contribute to joint aging and Osteoarthritis (OA). Identifying specific autophagy types could be useful for developing novel treatments for OA. Design: An autophagy-related ... -
La defensa de la autonomía local ante el tribunal constitucional
(Universidade da Coruña, 2000)