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A hybrid quantum approach to leveraging data from HTML tables
(Springer, 2022)
The Web provides many data that are encoded using HTML tables. This facilitates rendering them, but obfuscates their structure and makes it difficult for automated business processes to leverage them. This has motivated ...
Artículo
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Benchmarking Answer Set Programming systems for resource allocation in business processes
(ScienceDirect, 2022-11)
Declarative logic programming formalisms are well-suited to model various optimization and configuration problems. In particular, Answer Set Programming (ASP) systems have gained popularity, for example, to deal with ...
Artículo
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Evolutionary 3D Image Segmentation of Curve Epithelial Tissues of Drosophila melanogaster
(MDPI, 2021)
Analysing biological images coming from the microscope is challenging; not only is it complex to acquire the images, but also the three-dimensional shapes found on them. Thus, using automatic approaches that could learn ...
Artículo
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Using prior knowledge in the inference of gene association networks
(Springer, 2020)
Traditional computational techniques are recently being improved with the use of prior biological knowledge from open access repositories in the area of gene expression data analysis. In this work, we propose the use of ...
Artículo
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Explainable machine learning for sleep apnea prediction
(ScienceDirect, 2022)
Machine and deep learning has become one of the most useful tools in the last years as a diagnosis-decision-support tool in the health area. However, it is widely known that artificial intelligence models are considered a ...