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Modelling of Learning Styles in Relation to University- level Lectures
(Universidad UTE, 2018)
Learning from synthetic models: Differential binding of apolipoprotein A?I variants to components of the extracellular matrix.
(2016)
Specific interactions of apolipoproteins with components of the extracellular matrix,
particularly proteoglycans (PGs), have been postulated to play a key role regulating events
associated to atherosclerosis. Modification ...
Sensor nodes fault detection for agricultural wireless sensor networks based on NMF
(Elsevier B.V., 2018)
Nowadays, Wireless Sensor Networks (WSN) are widely been employed to solve agricultural problems related to the optimization of scarce farming resources, decision making support, and land monitoring. However, the small ...
Spectral regularization in generalized matrix learning vector quantization
(IEEE, 2017)
In this contribution we propose a new regularization method for the Generalized Matrix Learning Vector Quantization classifier. In particular we use a nuclear norm in order to prevent oversimplifying/over-fitting and ...
A deep learning approach for sentiment analysis in Spanish Tweets
(Springer Verlag, 2018)
Sentiment Analysis at Document Level is a well-known problem in Natural Language Processing (NLP), being considered as a reference in NLP, over which new architectures and models are tested in order to compare metrics that ...
Supporting academic decision making at higher educational institutions using machine learning-based algorithms
Decisions made by deans and university managers greatly impact the entire academic community as well as society as a whole. In this paper, we present survey results on which academic decisions they concern and the variables ...
Learning Science Design and Development Requirements1: An update of Hendrix and Tiemann’s “Designs for Designers”
(Sociedad Mexicana de Análisis de la Conducta / Mexican Society of Behavior Analysis, 2014)
The Matrix Trilogy and Technology TeachingA Trilogia Matrix e o Ensino de Tecnologia
(Universidade Federal do Pará, 2013)
Design and Experimentation of Activities for CS1: A Competences Oriented Approach (unpacking the Informed Design Teaching and Learning Matrix)
(Centro Latinoamericano de Estudios en Informática, 2014)