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GMM background modeling using divergence-based weight updating
(Springer, Cham, 2017-02-16)
Background modeling is a core task of video-based surveillance systems used to facilitate the online analysis of real-world scenes. Nowadays, GMM-based background modeling approaches are widely used, and several versions ...
Modelling spatial variations of coronavirus disease (COVID-19) in Africa
Clinical and epidemiological evidence has been advanced for human-to-human transmission of the novel coronavirus rampaging the world since late 2019. Outliers in the human-to-human transmission are yet to be explored. In ...
On the determination of epsilon during discriminative GMM training
(2010-12-01)
Discriminative training of Gaussian Mixture Models (GMMs) for speech or speaker recognition purposes is usually based on the gradient descent method, in which the iteration step-size, ε, uses to be defined experimentally. ...
Unsupervised classification for landslide detection from airborne laser scanning
(MDPI, 2019-05)
Landslides are natural disasters that cause extensive environmental, infrastructure and socioeconomic damage worldwide. Since they are difficult to identify, it is imperative to evaluate innovative approaches to detect ...
A hybrid mathematical modeling approach of the metabolic fate of a fluorescent sphingolipid analogue to predict cancer chemosensitivity
(2018-06)
Sphingolipid (SL) metabolism is a complex biological system that produces and transforms ceramides and other molecules able to modulate other cellular processes, including survival or death pathways key to cell fate ...
Effects of institutional quality and the development of the banking system on corporate debt
(Universidad ESAN. ESAN EdicionesPE, 2018-06-01)
Purpose – This study aims to determine if the quality of national institutions and banking development condition the maturity of debt depending on the horizon of short or long term. Design/methodology/approach – Analysis ...
Effects of institutional quality and the development of the banking system on corporate debt
(Universidad ESAN. ESAN EdicionesPE, 2018-06-01)
Purpose – This study aims to determine if the quality of national institutions and banking development condition the maturity of debt depending on the horizon of short or long term. Design/methodology/approach – Analysis ...