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Selecting Suitable Configurations for Automated Link Discovery
(ACM Digital Library, 2020)
Linking individuals in one dataset to other same individuals in existing datasets is a major problem known as link discovery. Existing automated link discovery techniques make users responsible for selecting suitable ...
Artículo
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Deep embeddings and Graph Neural Networks: using context to improve domain-independent predictions
(SprigerLink, 2023-06-28)
Graph neural networks (GNNs) are deep learning architectures that apply graph convolutions through message-passing processes between nodes, represented as embeddings. GNNs have recently become popular because of their ...
Tesis Doctoral
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Aplicación de los principios de las pruebas tempranas durante el ciclo de vida de desarrollo de los smart contracts en la tecnología blockchain
(2023-11-21)
Los sistemas software son cada vez más multidisciplinares y complejos. Su implementación de forma satisfactoria se ha convertido en un desafío continuo para cualquier tipo de empresa u organismo. Llevar a cabo la “transformación ...
Artículo
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A Bayesian Optimization-Based LSTM Model for Wind Power Forecasting in the Adama District, Ethiopia
(MDPI, 2023-02)
Renewable energies, such as solar and wind power, have become promising sources of energy to address the increase in greenhouse gases caused by the use of fossil fuels and to resolve the current energy crisis. Integrating ...
Artículo
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CARMEN: A framework for the verification and diagnosis of the specification of security requirements in cyber-physical systems
(Elsevier, 2021)
In the last years, cyber-physical systems (CPS) are receiving substantial mainstream attention especially in industrial environments, but this popularity has been accompanied by serious security challenges. A CPS is a ...
Artículo
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A coral-reef approach to extract information from HTML tables
(Elsevier, 2022)
his article presents Coraline, which is a new table-understanding proposal. Its novelty lies in a coral-reef optimisation algorithm that addresses the problem of feature selection in synchrony with a clustering technique ...
Ponencia
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Empirical strategies in software engineering research: a literature survey
(IEEE Computer Society, 2021)
Context: The Software Engineering (SE) research continues to gain strength and interest for researchers considering the need to apply rigor and scientific validity to research results. Objective: Establishing an overview ...
Artículo
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Blockchain Smart Contract Meta-modeling
(River Publishers, 2021)
One of the key benefits of blockchain technology is its ability to keep a per manent, unalterable record of transactions. In business environments, where companies interact with each other without a centralized authority ...
Artículo
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A scheduler for SCADA-based multi-source fusion systems
(Elsevier, 2020)
In this article, we report on our experience regarding devising, implementing, and deploying a scheduler for multi- source fusion in the context of SCADA systems (Supervisory Control and Data Acquisition). They are ...
Artículo
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Data Processing Unit for Energy Saving in Computer Vision: Weapon Detection Use Case
(MDPI, 2022-12-28)
The growth of the Internet has led to the emergence of servers that perform increasingly heavy tasks. Some servers must remain active 24 h a day, but the evolution of network cards has facilitated the use of Data Processing ...