Browsing Congreso XoveTIC: impulsando el talento científico by Title
Now showing items 1-20 of 118
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A System for the Management, Visualization and Annotation of Digital Collections of Handwritten Historical Documents
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] Today, there are huge amounts of handwritten documents accessible in digital collections. However, working with these documents for research purposes is limited due to the lack of appropriate technological ... -
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. ... -
Adapting Large Language Models for Underrepresented Languages
(2024)[Abstract] The popularization of Large Language Models (LLMs), especially with the development of conversational systems, makes mandatory to think about facilitating the use of artificial intelligence (AI) to everyone. ... -
Advancing Machine Learning with Distributed and Edge Computing
(2024)The amount of data used by modern machine learning algorithms is increasing, which presents several challenges. First and foremost, the data does not come from a single repository, but is distributed across multiple sources, ... -
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 ... -
Analysis of the NS-3 module QKDNetSim for the Simulation of QKD Networks
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] Quantum Key Distribution (QKD) is a promising technology that allows two nodes to privately agree on a key through a quantum channel. Unfortunately, QKD is still in experimental phase and researchers must rely ... -
Analysis of Vulnerabilities in the Automatic Reconnection of Devices to Known Wi-Fi Networks
(2024)While modern Wi-Fi security protocols such as WPA2-PSK and WPA3-PSK enhance encryption to protect against password cracking and packet sniffing, they may still be vulnerable to certain attacks. Specifically, under certain ... -
Analyzing App Reviews: A Comparative Evaluation of Machine Learning Algorithms on a Spanish Dataset
(2024)"Currently, the internet plays a main role in collecting and providing information on the needs and preferences of app users. App reviews contain valuable insights, such as bug reports, feature requests, and user feedback. ... -
Anomaly Prediction in Cybersecurity: A Machine Learning Model from the Perspective of Data Engineering and Fingerprinting
(2024)Abstract: This project utilizes artificial intelligence (AI) and machine learning through the development of a mathematical-predictive model to reliably detect cyber anomalies. Using the BETH dataset and the CRISP-DM ... -
Applicability of Mixed Reality in Operating Room
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] Mixed Reality (MR) technology has emerged as a promising tool for enhancing surgical procedures and training in the operating room (OR). The applicability of MR in the OR has potential benefits and challenges. ... -
Artificial Vision System for the Identification and Traceability of Minor and Simple Pre-Assemblies in the Shipbuilding Industry
(2024)In naval construction, process automation is essential to improve efficiency and ensure accuracy at every stage of production. In this context, machine vision plays a key role by allowing the automatic identification of ... -
Astrocytes in Artificial Intelligence: Boosting Neural Networks with Biologically Inspired Models
(2024)Since its discovery in neuroscience, the tripartite synapse has inspired new architectures in the already ubiquitous artificial neural networks. This paper explains the frameworks proposed in artificial intelligence derived ... -
ATENDIS-VR: Virtual Reality Application Adapted for Older Adults and Individuals with Intellectual Disabilities
(2024)The recent advances in virtual reality allow for the creation of highly realistic and immersive environments. The purpose of this project is to develop a virtual reality application tailored for older adults and people ... -
Automated Web Information Collection System for Analyzing ICT Innovations in Companies
(2024)[Abstract] For companies, having ICT innovation capabilities on their websites is an essential factor for staying competitive in the current market. Additionally, collecting this type of public information can be very ... -
Automatic Classification of the Economic Activity of a Company Using ML and DL Techniques: A First Approach
(2024)"Often, a study or research process requires the analysis of large volumes of information in the form of unstructured text. This task consumes a large amount of time and resources of the human experts in charge of it. For ... -
Automatic Monitoring of Rat Behavior: Leveraging Deep Neural Networks for Accurate Classification
(2024)The analysis of animal behavior is crucial in fields such as medicine, biomedical research, and neuroscience, as it provides insights into both physiological and psychological aspects of various species. Conventionally, ... -
Automation Proposal for the Intermediate Steps in the 16S FFPE Samples Analysis Pipeline
(Universidade da Coruña, Servizo de Publicacións, 2023)[Abstract] In the day-to-day work of bioinformatics, the use of integrated software packages, which encompass a wide range of tools, enables the development of pipelines for omics data analysis. Within the various existing ... -
Autonomous Perceptual Categorization for Robotic Lifelong Learning in Dynamic Domains
(2024)Autonomously acquiring grounded information from on-line interaction in continuous and dynamic domains unknown at design time, to allow for abstraction and high-level reasoning, is still a challenging problem in robotics. ... -
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 ... -
Characterization of Water Consumers in Urban Areas Using Artificial Intelligence and Data Analysis
(2024)This work presents the first steps of the integration of AI techniques in the field of urban water management, more precisely in the line of urban consumption forecasting and user characterization. For this purpose, different ...
