The detection of highlights in broadcast streams is essential for enhancing User Experience (UX) through automated summaries and efficient content retrieval. This is particularly relevant for live streaming environments common in sports and eSports, where audiences demand near real-time analysis. This paper presents a benchmark of models for highlight detection in broadcast audio, validated on the SoccerNet dat...
<p>Driver-based multivariate time series forecasting aims to predict a target time series-the ”driven”-using multiple influencing variables-the ”drivers”. Traditional linear models often struggle to capture the complex, non-linear relationships in such data. While ensemble methods and meta-learning have been applied, they face limitations like high computational complexity and a narrow focus on model selection....
Introduction: Healthcare workers (HCWs) report overwhelming demands and experience crisis levels of burnout and unique challenges that further impair their mental health. Promotion of mental health among HCWs using information and communication technology (ICT) has received little empirical research attention and interventions for improving mental health resilience in HCWs are not well established. Design: Scop...
Introduction Healthcare workers (HCWs) report overwhelming demands and experience crisis levels of burnout and unique challenges that further impair their mental health. Promotion of mental health among HCWs using information and communication technology (ICT) has received little empirical research attention and interventions for improving mental health resilience in HCWs are not well established. Design Scopin...
Desde quando abandonamos os rostos e as suas lágrimas? Desde quando vibramos com a morte, com a dor e o sofrimento alheios? Quantos e quantas deixamos prostrados, deixamos para trás? Haverá corpos, identidades e famílias mais dignos; culturas e religiões, per se, sacralizáveis, condenáveis, demonizáveis ou impuras; “enfermos” menos merecedores de cuidados? Desde quando os nossos “eus” se tornaram pontos de refe...
Escrever e falar sobre liberdades em exercício implica necessariamente discorrer sobre relações de poder no tempo e no espaço, exige deslindar as malhas dos discursos e transcorrer sobre localização e representatividade. A violência de género, entre outras manifestações conexas, como contra identidades LGBTQIAPN+, a violência étnico-racial, a xenofobia, entre tantas outras expressões identitárias abafadas, neut...
Às ninfas o espírito do adamastor, ora, entre crenças e fés distópicas, veículos perniciosos de legitimação de um poder opressor, embiocado sob o manto diáfano da moralidade e da tradição. Uma quase espiritualidade, onde não há espaço para a transcendência e a interrogação. Um efetivo instrumento de dominação que reforça desigualdades estruturais, explorando máximas despóticas (v. fortes com os fracos, fracos c...
Introduction and Objectives: Subjects without cardiovascular (CV) disease (CVD) may suffer from subclinical atherosclerosis, and are at increased risk for atherosclerotic CV events (ASCVE). The ESC/EAS risk SCORE was updated by SCORE2, which estimates 10-year risk of fatal and non-fatal CVD in European populations aged 40–69 years without established CVD or diabetes. Our aim was to compare the two ESC/EAS risk ...
The telecommunications industry is highly competitive, as operators engage in fierce attacks, especially in bundled services, to acquire new customers originating high churn rate. The objective of this paper is to gain a comprehensive understanding of the factors influencing the switching of operators for bundled services among telecom operators. The paper includes a quantitative study with 3,004 customers util...