ACCELERATE CONVERGENCE OF POLARIZED RANDOM FOURIER FEATURE-BASED KERNEL ADAPTIVE FILTERING WITH VARIABLE FORGETTING FACTOR AND STEP SIZE

Accelerate Convergence of Polarized Random Fourier Feature-Based Kernel Adaptive Filtering With Variable Forgetting Factor and Step Size

The random Fourier feature as an efficient kernel approximation method can effectively suppress the network growth of the traditional kernel-based adaptive filtering algorithm.Polarized random Fourier feature kernel least-mean-square(PRFFKLMS) remarkably improved the accuracy performance of random Fourier feature-based kernel least-mean-square algo

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How crucial is it to account for the antecedent moisture conditions in flood forecasting? Comparison of event-based and continuous approaches on 178 catchments

This paper compares event-based and continuous hydrological modelling approaches for real-time forecasting of river flows.Both ichnusa beer where to buy approaches are compared using a lumped hydrologic model (whose structure includes a soil moisture accounting (SMA) store and a routing store) on a data set of 178 French catchments.The main focus o

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The use of virtual reality and augmented reality in psychosocial rehabilitation for adults with neurodevelopmental disorders: A systematic review

ObjectivesVirtual reality and augmented reality have been used in psychosocial rehabilitation for adults with neurodevelopmental disorders in recent years, to provide functional training in a scaffolded and appealing manner.This systematic review attempted to evaluate (1) how virtual reality or augmented reality technology was deployed, when used a

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TMBcat: A multi-endpoint p-value criterion on different discrepancy metrics for superiorly inferring tumor mutation burden thresholds

Tumor mutation burden (TMB) is a widely recognized stratification biomarker for predicting the efficacy of immunotherapy; however, the number and universal definition of navy blue lantern the categorizing thresholds remain debatable due to the multifaceted nature of efficacy and the imprecision of TMB measurements.We proposed a minimal joint p-valu

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