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Enhancing Broiler Weight Prediction via Preprocessed Kernel Density Estimation

open access: yesAgriculture
Accurate broiler weight estimation in commercial farms is hindered by noisy scale data and multi-broiler occupancy. To address this challenge, we propose a KDE-based framework enhanced with systematic preprocessing, including coefficient of variation (CV)
Sangmin Yoo, Yumi Oh, Juwhan Song
doaj   +1 more source

ks: Kernel Density Estimation and Kernel Discriminant Analysis for Multivariate Data in R

open access: yesJournal of Statistical Software, 2007
Kernel smoothing is one of the most widely used non-parametric data smoothing techniques. We introduce a new R package ks for multivariate kernel smoothing.
Tarn Duong
doaj  

Fourier Ring Correlation and Anisotropic Kernel Density Estimation Improve Deep Learning Based SMLM Reconstruction of Microtubules. [PDF]

open access: yesFront Bioinform, 2021
Berberich A   +6 more
europepmc   +1 more source

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