Listar Congreso XoveTIC: impulsando el talento científico por data de publicación
Mostrando ítems 1-20 de 52
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Estimation of Distance Correlation: a Simulation-based Comparative Study
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] The notion of distance correlationwas introduced to measure the dependence between two random vectors, not necessarily of equal dimensions, in a multivariate setting. In their work, Sz´ekely et al. (2007) ... -
Re-Identification of Rats with Transfer Learning
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] The study of animal behavior in laboratory experiments is key in ethology, ecotoxicology, neuroscience and other fields. Although modern studies use computer imaging techniques, current solutions cannot preserve ... -
BDWatchdogFaaS: A Tool for Monitoring and Analysis of Functions-as-a-Service in Cloud Environment
(Universidade da Coruña, Servizo de Publicacións, 2023)BDWatchdog is a framework to assist in the in-depth and real-time analysis of the execution of Big Data frameworks and applications. BDWatchdog was originally developed to monitor Hadoop ecosystems deployed on serverless ... -
Use of Deep Learning Techniques for Motor Events Detection in Polysomnographic Records
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] Sleep medicine deals with the diagnosis and treatment of sleep-related disorders. The diagnosis is carried out through the manual analysis and labeling of polysomnographic studies, which record various ... -
Hardening of a Continuous Behavior-based Authentication Distributed System
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] Password-based traditional authentication systems are increasingly insufficient when it comes to providing security and checking the identity of the authenticated user. What happens when the password of an ... -
Eavesdropping and Jamming via Pilot Attacks in 5G Massive MIMO
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] In thiswork, we investigate pilot attacks for 5G single-cell multi-user massive multipleinput multiple-output (MaMIMO) systems with a single-antenna active eavesdropper and a single-antenna jammer operating ... -
Forest Bathing Environments in Virtual Reality: Enhancing Well-being through Immersive Nature Experiences
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] The present study proposes an innovative approach to promote wellbeing by developing forest bathing environments in virtual reality (VR). Forest bathing, a practice rooted in traditional Japanese culture, ... -
Music Recommendation System Based on Ratings Obtained from Amazon
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] In the current context of an era in which a significant portion of people are constantly living online, with various multimedia streaming platforms serving as major sources of entertainment, and with e-commerce ... -
m-Health System for the Self-management of Patients with Heart Failure
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] Increasingly, the use of technology is emerging as a tool to support health care. The newinformation and telecommunications technologies have triggered a newparadigm in health: in access, availability and ... -
Simulation of a Unmanned Aerial Vehicle (UAV) Swarm Control System
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] A promising direction for the use of UAVs is their association into groups or herds, like the insects observe the principle of swarm organization in the nature. In the case of UAVs, after combining into a ... -
A Validation System for Academic Records based on Blockchain
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] Academic certificate forgeries and the lack of resources to tackle them is a problem that implies big costs to society. It harms the figure of the certificates and impairs the trust of academic institutions. ... -
Predicting Inflow Flow in Hydraulic Dams Using Artificial Neural Networks
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] Accurate prediction of inflow in dams plays a crucial role in water resource management Kim et al. (2019); Vargas-Garay et al. (2018); Zhong et al. (2018) and risk mitigation Costabile et al. (2020); Rabuñal et ... -
Ultra Wideband for Shipyard 5.0 Indoor Gantry Crane High-Precision Positioning
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] The shipyard of the future, called Shipyard 5.0, is a highly technological environment where real-time monitoring of products, by-products and transport vehicles is crucial. Among the technologies able to locate ... -
Unveiling the Dark Side of Social Media: Developing the First Galician Corpus for Misogyny Detection on Twitter and Mastodon
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] This work aims to develop the first Galician corpus for the detection of misogyny on Twitter and Mastodon. We collect and analyze linguistic data in Galician on these social media platforms, identifying ... -
Introducing a Human Activity Recognition Dataset Gathered on Real-Life Conditions
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] Human activity recognition (HAR) has garnered significant scientific interest in recent years. The widespread use of smartphones enabled convenient and cost-effective data collection, eliminating the need for ... -
Indexing and Retrieval of Scores by Humming based on Extracted Features
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] In order to be able to conduct searches over large collections of music scores with queries provided in audio format, this article considers recent literature in the field and proposes an implementation to ... -
Mapping the Poverty Proportion in Small Areas under Random Regression Coefficient Poisson Models
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] In a complex socio-economic context, policy makers need highly disaggregated poverty indicators. In this work, we develop a methodology in small area estimation to derive predictors of poverty proportions under ... -
GUANIN: GUi-driven Analyzer for NanoString Interactive Normalization
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] Most tools for NanoString data normalization, aside from the default NanoString nCounter software, are R packages that focus on technical normalization but lack configurable parameters. However, content ... -
Distributed Database Model for Mobile Health Telemonitoring Applications
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] Telemonitoring interventions in patients allow to collect and transmit information to health professionals bringing recognized advantages in the personalization of health care services. Those applications deal ... -
Development of a Virtual Sensor for COD Measurement in a Wastewater Treatment Plant
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] The objective of the work is to develop a system that allows predicting, from a global perspective, the behavior of the process in a wastewater treatment plant. To do this, the chemical oxygen demand, a variable ...
