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Artículo
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BIGOWL4DQ: Ontology-driven approach for Big Data quality meta-modelling, selection and reasoning
(Elsevier B.V., 2024)
Data quality should be at the core of many Artificial Intelligence initiatives from the very first moment in which data is required for a successful analysis. Measurement and evaluation of the level of quality are crucial ...
Artículo
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An MDA Proposal To Integrate the Measurement Lifecycle Into the Process Lifecycle
(River Publishers, 2021-10-22)
Measuring the Software Development Process (SDP) supports organizations in their endeavor to understand, manage, and improve their development processes and projects. In the last decades, the SDP has evolved to meet the ...
Ponencia
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Rolling Back to Manual Work: An Exploratory Research on Robotic Process Re-Manualization
(Springer, 2022)
Robotic process automation (RPA) is a technology that is presented as a universal tool that solves major problems of modern busi nesses. It aims to reduce costs, improve quality and create customer value. However, the ...
Ponencia
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Evaluation of the transformer architecture for univariate time series forecasting
(Springer, 2021)
The attention-based Transformer architecture is earning in- creasing popularity for many machine learning tasks. In this study, we aim to explore the suitability of Transformers for time series forecasting, which is a ...
Artículo
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Model Transformation Testing and Debugging: A Survey
(ACM Digital Library, 2022-11-21)
Model transformations are the key technique in Model-Driven Engineering (MDE) to manipulate and construct models. As a consequence, the correctness of software systems built with MDE approaches relies mainly on the correctness ...
Artículo
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Robotic Process Automation: A Scientific and Industrial Systematic Mapping Study
(IEEE Computer Society, 2020)
The automation of robotic processes has been experiencing an increasing trend of interest in recent times. However, most of literature describes only theoretical foundations on RPA or industrial results after implementing ...
Tesis Doctoral
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Enterprise Data Integration: On Extracting Data from HTML Tables
(2020-12-22)
The Web is a universal communication channel that provides a vast amount of valuable data about a plethora of topics. In recent years, there has been a quick rise of data-hungry products and services that have motivated ...
Artículo
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A unified model representation of machine learning knowledge
(Rinton Press, 2020)
Nowadays, Machine Learning (ML) algorithms are being widely applied in virtually all possible scenarios. However, developing a ML project entails the effort of many ML experts who have to select and configure the appropriate ...
Ponencia
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Pruebas de Mutación de Caja Negra para APIs Web
(SISTEDES: Sociedad de Ingeniería de Software y Tecnologías de Desarrollo de Software, 2021-09-22)
Las Interfaces de Programación de Aplicaciones (APIs) web desempeñan un papel clave en la integración de aplicaciones, por lo que validar su correcto funcionamiento resulta crucial. La mayoría de técnicas de generación ...
Tesis Doctoral
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Gobierno de arquitecturas híbridas REST y GRAPHQL basadas en acuerdos de nivel de servicio
(2022-12-19)
En la actualidad, los proveedores de software tienen el reto de construir soluciones informáticas fiables y eficientes que superen cuestiones técnicas y funcionales esenciales como la redundancia, la recuperación y la ...