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Understanding the Influence of Rendering Parameters in Synthetic Datasets for Neural Semantic Segmentation Tasks
(Universidade da Coruña, Servizo de Publicacións, 2023)
[Abstract] Deep neural networks are well known for demanding large amounts of training data,
motivating the appearance of multiple synthetic datasets covering multiple domains. However,
synthetic datasets have not yet ...
Use of Machine Learning Algorithms for Network Traffic Classification
(Universidade da Coruña, Servizo de Publicacións, 2023)
[Abstract] In recent years, the complexity of threats utilizing the network as an attack vector has
significantly increased. Traditional attack prevention and detection systems (IPS/IDS) based on
signatures do not provide ...
Solution for Capturing Data from Wearable Devices
(Universidade da Coruña, Servizo de Publicacións, 2023)
[Abstract] Thanks to the rise of wearable devices, people have more direct access to a variety of
health data, such as physical activity, sleep and heart rate. For the research field, these devices
represent a powerful ...
Improving Authentication in the Amazon Alexa Virtual Assistant by Using a Geofence
(Universidade da Coruña, Servizo de Publicacións, 2023)
[Abstract] Amazon Alexa processes voice commands as input to help users perform tasks. For
protecting this commands, Amazon Alexa implements some security measures. These security
measures, such as voice recognition and ...
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 ...
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 ...
Extended Reality in the Operating Room: Robot-Assisted Orthopedics Surgery with Live and Interactive Streaming for Medical Students
(Universidade da Coruña, Servizo de Publicacións, 2023)
[Abstract] Traditionally, medical education comprises both theoretical learning in classrooms
and clinical training in hospitals where students can gain clinical experience. This is mostly
done on face-to-face teaching ...
The Use of Artificial Intelligence in Interactive Virtual Reality Adaptive Environments with Real-Time Biofeedback Applied to Phobias Psychotherapy
(Universidade da Coruña, Servizo de Publicacións, 2023)
[Abstract] Exposure therapy is a type of psychotherapy where the patient is gradually exposed
to a fear situation. Patients may present different degrees of phobia, and the degree of phobia of
each patient changes ...
An Intelligent IoT Wearable for Monitoring and Preventing Asthma Attacks
(Universidade da Coruña, Servizo de Publicacións, 2023)
[Abstract] Asthma is a chronic disease that affects the respiratory tract, inflicting coughing,
wheezing and difficulty for breathing. In order to mitigate these problems, this paper introduces
an IoT wearable that is ...
Reimagining Art: Virart, a Platform Using Virtual Reality for Creative Expression and Cultural Engagement
(Universidade da Coruña, Servizo de Publicacións, 2023)
[Abstract] Virart is an immersive experience that showcase the potential of Virtual Reality in
recreating artistic works. By leveraging the capabilities of VR, users can explore and interact
with digital recreations of ...