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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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Finding representative patterns withordered projections
(Elsevier, 2003)
This paper presents a new approach to 2nding representative patterns for dataset editing. The algorithm patterns by ordered projections (POP), has some interesting characteristics: important reduction of the number 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 ...
Ponencia
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Supervised TextRank
(Springer, 2006)
In this paper we investigate how to adapt the TextRank method to make it work in a supervised way. TextRank is a graph based method that applies the ideas of the ranking algorithm used in Google (PageRank) to Natural ...
Artículo
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LEAPME: Learning-based Property Matching with Embeddings
(Cornell University, 2020)
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 ...
Ponencia
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Towards Contractual Interfaces for Reusable Functional Quality Attribute Operationalisations
(ACM Digital Library, 2016)
The quality of a software system can be measured by the extent to which it possesses a desired combination of quality attributes (QAs). While some QAs are achieved implicitly through the interaction of various functional ...
Ponencia
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Modelling the Requirements of Rich Internet Applications in WebRe
(Springer, 2010)
In the last years, several Web methodological approaches were defined in order to support the systematic building of Web software. Together with the constant technological advances, these methods must be constantly improved ...
Ponencia
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A Methodological Proposal and Tool Support for the HL7 Standards Compliance in the Development of Health Information Systems
(2017)
Health information systems are increasingly complex, and their development is presented as a challenge for software development companies offering quality, maintainable and interoperable products. HL7 (Health level ...
Ponencia
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Analysing the navigational aspect
(2002)
The Internet and web applications have increased their popularity in the last few years. This boom has provoked the use of new approaches for web-based applications. These new methodologies try to address some new concerns ...