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Two Datasets of Defect Reports Labeled By a Crowd of Annotators of Unknown Reliability
(Elsevier, 2018-06)
Classifying software defects according to any defined taxonomy is not straightforward. In order to be used for automatizing the classification of software defects, two sets of defect reports were collected from public issue ...
Application-driven visual computing towards industry 4.0 2018
(2018-10-05)
La Tesis recoge contribuciones en tres campos: 1. Agentes Virtuales Interactivos: autónomos, modulares, escalables, ubicuos y atractivos para el usuario. Estos IVA pueden interactuar con los usuarios de manera natural.2. ...
Towards the Use of Similarity Distances to Music Genre Classification: a Comparative Study
(Public Library Science, 2018-02-14)
Music genre classification is a challenging research concept, for which open questions remain regarding classification approach, music piece representation, distances between/within genres, and so on. In this paper an ...
Theoretical and methodological advances in semi-supervised learning and the class-imbalance problem.
(2018-11-30)
Este trabajo se centra en la generalización teórica y práctica de dos situaciones desafiantes y conocidas del campo del aprendizaje automático a problemas de clasificación en los cuales la suposición de tener una única ...
Creative Chord Sequence Generation for Electronic Dance Music
(MDPI, 2018-09-19)
This paper describes the theory and implementation of a digital audio workstation plug-in for chord sequence generation. The plug-in is intended to encourage and inspire a composer of electronic dance music to explore loops ...
Towards a framework for socially interactive robots
(2018-12-19)
En las últimas décadas, la investigación en el campo de la robótica social ha crecido considerablemente. El desarrollo de diferentes tipos de robots y sus roles dentro de la sociedad se están expandiendo poco a poco. Los ...
Identification of differentially expressed genes by means of outlier detection
(Biomed Central, 2018-09-10)
Background: An important issue in microarray data is to select, from thousands of genes, a small number of informative differentially expressed (DE) genes which may be key elements for a disease. If each gene is analyzed ...