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The sampled points are used to design a novel learning framework for convolutional filters based on boosting.
In order to enhance the probability of communication digital signal recognition, in this paper, we bring in ensemble learning based on boosting algorithm.
This article proposed a novel classification algorithm called LDABoost based on boosting ideology which uses Latent Dirichlet Allocation (LDA) to modeling the feature space.
Specific training days or programmes based on boosting emotional resilience will help employees understand how they can recognise stress, respond to change, take proactive steps and improve their mind-set when facing difficult periods.
Meanwhile, many methods are based on boosting cascade frameworks, and, as we know, almost all existing cascade frameworks are trained based on two conflicted criteria (false-positive-rate and hit-rate) for the detection-error tradeoff.
"We also continue to lobby the Chancellor to stop his emphasis on austerity and start the businesses of promoting growth with an approach based on boosting public sector capital investment, improving access to finance and encouraging new private investment; and enhancing economic security".
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The precision measurement and discovery potential of a neutrino factory based on boosted radioactive ions in a storage ring ("β-beam") is re-examined.
Direct measurements of PWP are time-consuming and expensive; therefore, the aim of this study was to evaluate how environmental variables could be used in spatial predictions of PWP in an arid and semi-arid region based on boosted regression tree (BRT) and multiple linear stepwise regression (MLSR) analyses.
Cumulative features (widehat{varvec{A}}^) are determined in accordance with the method of generating cumulative features based on boosted features (widehat{varvec{X}}^{l}). 3.
A subspace Gaussian Mixture Model (SGMM) was then trained, and a discriminative training approach based on boosted maximum mutual information (bMMI) is used to produce better acoustic models.
XGBoost (eXtreme Gradient Boosting) library [78] is based on boosted trees by Gradient Boosting Machine (GBM) [79] and is a highly sophisticated algorithm robust against all kind of data irregularities.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com