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4 projects in result set.
AVHRR probabilistic cloud and snow mask - This package consists of set of procedures used to pre-process land cover, DEM, surface skin temperature data, generate probabilistic cloud and snow mask for AVHRR satellite data, post-classify the results into a binary form, compute cloud shadow mask.
Tags: raster, FNN, PCA, ICS
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
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Registered: 2013-03-25 08:10

Augmented Prediction and Variable Select - The project is be focused on the development of R wrappers for glmnet package in order to evaluate the added value of multiple predictors set to the predictive model. In addition the quality of variable selection would be evaluated.
Tags: Multivariate Analysis, Multivariate Regression, PCA, Prediction, R, Rcpp, group lasso, lasso, model selection, regularization, sparse group lasso
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
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Registered: 2014-11-06 13:42

MixCluster - MixCluster performs the cluster analysis of mixed-type data by using a mixture model of Gaussian copulas. Thus, the intra-class dependencies are modelized and the one-dimensional margins of the components follow classical distributions.
Tags: Bayesian, Clustering, Estimation, Gibbs sampling, Machine Learning, Machine learning, Mixture, Multivariate Analysis, PCA, Visualisation, Visualization, clustering, copula, data mining, density estimation, mixed model, mixture, mixture model, mixture modelling, model estimation
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
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Registered: 2014-08-11 14:03

plumbCNV: [see github: nicholasjcooper] - It has been shown that a comprehensive quality control battery for Log-R-Ratio intensity data is needed to reduce the high false positive rate for rare CNV detection [Shtir et al, 2013]. PlumbCNV is an R package that automates this QC pipeline.
Tags: CNV, CNP, SNP, QC, plumbCNV, PCA, bigmemory, bigalgebra, plink, penncnv, R, Copy number variant, microarray, illumina, affy
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-02-07 14:22

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