Atanu Kumar Ghosh and Arnab Chakraborty, Use of em algorithm for data reduction under sparsity assumption, Computational Statistics 32 (2017), no. 2, 387-407.A K. Ghosh and A.Chakraborty ,"Use of EM algorithm for data reduction under sparsity assumption," Computational Statistics, pp.1-21, ...
one‐step‐late algorithm, penalized likelihoodThe EM algorithm is a popular approach to maximum likelihood estimation but has not been much used for penalized likelihood or maximum a posteriori estimation. This paper discusses properties of the EM algorithm in such contexts, concentrating on rates of...
EM algorithmData categorizationMultivariate binary dataText classificationMultivariate Bernoulli distributionMixture modelling of class-conditional densities is a standard pattern recognition technique. Although most research on mixture models has concentrated on mixtures for continuous data, emerging pattern ...
Added option to choose the loading location of the stylesheets, as IE8 and older don't always allow in-body styling. Implemented a new algorithm for randomizing slides. Slideshow can now wait for a slide to load before showing it.
The function mcb_getCharacteristics calculates the torque, power, and current characteristics of a PMSM, which helps you to develop the control algorithm for the motor. The function returns these characteristics for the given PMSM: Torque as opposed to Speed Power as opposed to Speed Idq as opp...
Tech Article Zheming Jin describes his experience of converting a CUDA implementation of a parallel graph coloring algorithm to SYCL.Finance STAC-A2* Press Release STAC-A2 is a compute and memory-intensive industry benchmark in the field of financial market derivatives risk analysis. The oneA...
An advanced and powerful inpainting algorithm named PowerPaint is released in our repository.Click to View We are excited to announce the release of MMagic v1.0.0 that inherits fromMMEditingandMMGeneration. After iterative updates with OpenMMLab 2.0 framework and merged with MMGeneration, MMEditing has...
adjusting for age, sex, race, and cell type composition of blood. Cell type composition was derived from DNA methylation proxies using the Houseman algorithm [41]. Significant probes (p ≤ 0.05) in both the discovery and first replication cohorts were identified and further examined as ...
Error installing latest version of DOSEYuLab-SMU/DOSE#69 About using compareCluster result to plot the treeplot, I cannot repeat the result. And here is the error that looks like: > treeplot(test.out, showCategory = 10, geneClusterPanel= "pie", nWords=0, cex_category=0.5, offset_tipla...
Noiseless, emission projection data are iteratively reconstructed using the ML-EM algorithm with nonuniform attenuation compensation and attenuation maps derived from both the simulated X-ray CT image and from a simulated monoenergetic transmission CT image. The attenuation maps generated from the X-ray...