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26 projects in result set. Displaying 20 projects per page. Projects sorted by alphabetical order.
<1> <2>
Advance Clustering - S4 Object Oriented for Clustering. Right now still provide for Fuzzy Clustering Analysis. Fuzzy Clustering method that provided Fuzzy C-Means, Gustafson Kessel (Babuska Version). Also provided with several validation index, & consensus clustering.
Tags: Clustering, Fuzzy Sets, R, fuzzy, fuzzy clustering

Activity Percentile: 0
Activity Ranking: 0
Registered: 2016-08-12 13:39

ClustMMDD - This package deals with the two-fold problem of variable selection and clustering by mixture of multinomial models for discrete data. Genotype data are examples of such data with two unordered observations (alleles) at each locus for diploid individual.
Tags: C++, Clustering, EM, Rcpp
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2015-05-18 21:25

Clustericat - This package performs clustering for categorical data-set by the conditional correlated mixture model. It contains a function clusteringcat() performing the clustering on categorical data-set and returns object of appropriate class.
Tags: Clustering, Gibbs sampling, Multivariate Analysis, clustering, mixture model

Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-12-05 14:22

Clustering Algorithms for GPU - Smat technology produces massive data and requires massive computation. Clustering algorithms are the fundamental data analysis tool. GPU is a promising technology for massive computation. We aim to implement some basic clustering algorithms for GPU.
Tags: Clustering
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2015-06-26 01:28

Clusterwise Effect Regression - This software implements an algorithm that proposes variable clustering within high dimensional linear and probit regression models. The estimation strategy is based on mixed Gibbs Sampling and Stochastic EM algorithm.
Tags: C++, Clustering, biostatistics, high dimentional data, multivariate regression, regression
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
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Registered: 2013-08-20 09:47

CoModes - CoModes focuses on the categorical data clustering. The function CoModescluster performs the model selection and the maximum likelihood estimation. CoModes also contains tools functions.
Tags: Clustering, Gibbs sampling, Mixture, Multivariate Analysis, clustering, data mining, mixture model
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-12-20 08:35

Fast- and Frugal Trees [early alpha!] - A package for the analysis of Fast- and Frugal trees, simple classification trees with a simplistic structure. Create FF-trees manually, or via induction through bruteforce/chasing/monte carlo. ATTENTION : PRE-ALPHA STAGE.
Tags: Fast, Frugal, Tree, Classification, Fit, Clustering, R, classification, data mining, model evaluation
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2014-10-07 10:23

Funclustering - This project is for creating an R package which proposes a model-based clustering algorithm for multivariate functional data. The package perform also functional PCA for univariate or multivariate functional data with differents weigths for each curves.
Tags: functional data, clustering, multivariate functional pca, EM, C++, Clustering, functional data analysis
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-08-05 16:38

Layered and chained mixture models - Layered and chained mixture models for various univariate and multivariate distributions.
Tags: Bioinformatics, Classification, Clustering, Fuzzy Sets, Graphical model, Machine Learning, Machine learning, Multivariate Analysis, Multivariate Techniques, Whole-genome, classification, clustering, copula, machine learning, mixed model, multivariate statistics, parametric model, mixture model

Activity Percentile: 0
Activity Ranking: 0
Registered: 2011-05-10 07:45

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

Mixed-data clustering and visualization - The aim of the project is the development of utilities for clustering subjects and variables of mixed data types. The main purpose is the generation of a mixed-data heatmap.
Tags: mixed data, Clustering, Integrative Analysis, Visualization, distance, similarity, Confounders

Activity Percentile: 0
Activity Ranking: 0
Registered: 2016-02-25 15:54

OOMPA - OOMPA is a suite of R packages for the analysis of gene expression (RNA), proteomics profiling , and other high throughput molecular biology data. OOMPA uses S4 classes to construct object-oriented tools with a consistent user interface.
Tags: Bioinformatics, Clustering, Differential expression analysis, Gene expression, Multiple Comparisons, Multivariate Analysis, bioinformatics, clustering, false discovery rate, gene expression, high dimentional data, microarray, multivariate, permutation tests

Activity Percentile: 95
Activity Ranking: 4
Registered: 2013-08-29 17:48

Predictive Modelling Markup Language - Export various models as Predictive Modelling Markup Language (PMML).
Tags: Artificial Neural Network, Boost, Classification, Clustering, Machine Learning, R
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-01-28 09:12

R Commander Plugin for Fuzzy Clustering - Fuzzy Clustering plugin for Rcmdr. Method/algorithm that used : Fuzzy C-Means and Gustafson Kessel Clustering. Beside that two methods, this package provide cluster ensemble for fuzzy clustering and validation index.
Tags: Clustering, Rcmdr, fuzzy

Activity Percentile: 0
Activity Ranking: 0
Registered: 2016-05-02 05:23

R integration for the stk++ library - STK++ is a versatile, fast, reliable and elegant collection of C++ classes for statistics. Using rtkpp, R users and package developers will not need to install STK++ itself in order to use the library.
Tags: Rcpp, Linear Algebra, Clustering, classification, clustering, C++, library
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2014-08-06 20:09

Rankcluster - This package proposes the first model-based clustering algorithm dedicated to multivariate partial ranking data. This is an extension of the Insertion Sorting Rank (ISR) model for ranking data.
Tags: ranking data, rank, SEM, EM, Clustering, missing data, mixture

Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-04-09 14:28

STOPS - Methods that fit nonlinear distance transformations in multidimensional scaling and trade-off the fit with structure considerations to find optimal parameters.
Tags: Clustering, Multidimensional Scaling, Multivariate Analysis, Multivariate Techniques, data mining, multidimensional scaling, multivariate, multivariate statistics

Activity Percentile: 0
Activity Ranking: 0
Registered: 2015-02-12 00:09

Spatial Clustering - This package provide spatial clustering using Fuzzy Geographically Weighted Clustering. In addition give cluster validity index to ensure the cluster quality. This package also provide the improvement of FGWC using optimization algorithm.
Tags: spatial analysis, fuzzy clustering, Clustering, spatial

Activity Percentile: 0
Activity Ranking: 0
Registered: 2016-08-21 08:17

cRacker - cRacker automates standard normalization strategies of quantitative proteomic experiments. It simplifies the analysis of quantified peptide lists coming from various proteomic quantitation softwares.
Tags: proteomics, Bioinformatics, Clustering, Normalization

Activity Percentile: 0
Activity Ranking: 0
Registered: 2012-07-12 22:01

gnmf - Generalized Non-Negative Matrix Factorization
Tags: Clustering, Multivariate Techniques, Factorization
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2011-10-26 01:41

26 projects in result set. Displaying 20 projects per page. Projects sorted by alphabetical order.
<1> <2>
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