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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 ...