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A preliminary study on deep transfer learning applied to image classification for small datasets
(Springer, 2020)
A new transfer learning strategy is proposed for image classification in this work, based on an 8-layer convolutional neural network. The transfer learning process consists in a training phase of the neural network on a ...
Artículo
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DirectDebug: Automated Testing and Debugging of Feature Models
(Cornell University, 2021)
Variability models (e.g., feature models) are a common way for the representation of variabilities and commonalities of software artifacts. Such models can be translated to a logical representation and thus allow different ...
Ponencia
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High-Content Screening images streaming analysis using the STriGen methodology
(Association for Computing Machinery (ACM), 2020)
One of the techniques that provides systematic insights into biolog ical processes is High-Content Screening (HCS). It measures cells phenotypes simultaneously. When analysing these images, features like fluorescent ...
Artículo
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MCFS: Min-cut-based feature-selection
(Elsevier, 2020)
In this paper, MCFS (Min-Cut-based feature-selection) is presented, which is a feature-selection algorithm based on the representation of the features in a dataset by means of a directed graph. The main contribution of our ...
Ponencia
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Demostración de TRABIS (TRAzabilidad de Muestras BIológicaS de Reproducción Humana Asistida)
(SISTEDES: Sociedad de Ingeniería de Software y Tecnologías de Desarrollo de Software, 2022-09)
El control y trazabilidad de muestras biológicas es un problema a resolver en un gran número de ámbitos, pero en lo que se refiere a laboratorios de reproducción humana asistida, existen una serie de factores ambientales ...
Artículo
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Deep Learning Techniques to Improve the Performance of Olive Oil Classification
(Frontiers Editorial, 2020)
The olive oil assessment involves the use of a standardized sensory analysis according to the “panel test” method. However, there is an important interest to design novel strategies based on the use of Gas Chromatography ...
Ponencia
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Towards an agile innovation capability maturity framework to enhance investments on ICT organizations
(CEUR-WS.Org, 2020)
Innovation is a complex process that has been studied from di erent perspectives. There are numerous studies, standards and reference models in the literature about it. Just a few works have been focused on covering a ...
Ponencia
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Artifact: virtual environment for evaluating the QoS of distributed mobile applications
(IEEE Computer Society, 2021)
Artículo
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Hybrid agent-based methodology for testing response protocols
(Elsevier, 2021)
In recent years we have seen multiple incidents with a large number of people injured and killed by one or more armed attackers. Since this type of violence is difficult to predict, detecting threats as early as possible ...
Artículo
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LEAPME: learning-based property matching with embeddings
(Elsevier, 2022)
Data integration tasks such as the creation and extension of knowledge graphs involve the fusion of heterogeneous entities from many sources. Matching and fusion of such entities require to also match and combine their ...