Data/Simulation Pattern Analysis-new

 
Data Mining/Pattern Recognition

Data mining and pattern recognition

Tools

ResourceDeveloperProprietary or Public Domain?
1000Minds ("decision-making software")1000Minds Ltd. and University of Otago (P. Hansen, F. Ombler)proprietary
AuvTool ("statistical analysis of variability and uncertainty associated with fitting parametric probability distributions to data sets")North Carolina State University and USEPApublic domain
BANJO: Bayesian Network Inference with Java ObjectsDuke Universitypublic domain
IBM SPSS ModelerSPSS Inc. and IBMproprietary
icsiboosticsiboost project teampublic domain
MarathonUniversity of California, Irvinepublic domain
MEANSIM - Mean Similarity AnalysisUSEPApublic domain
MENTOR-DOT - Modeling ENvironment for TOtal Risk studies Diagnostic and Optimization ToolsComputational Chemodynamics Laboratoryproprietary
OrangeBioinformatics Laboratory, University of Ljubljana, Sloveniapublic domain
Rapid Minerrapid-iproprietary
RS-HDMR - Random-Sampling High Dimensional Model RepresentationRabitz Laboratory, Princeton University and Computational Chemodynamics Laboratoryproprietary
SAS-EM - SAS Enterprise MinerSAS Institute Inc.proprietary
See5/ C5.0RuleQuestpublic domain
SPLS - Sparse partial least squaresKeles Research Group, University of Wisconsinpublic domain
Spotfire Decision Site SoftwareTIBCO Spotfireproprietary
Statistica (with Data and Text Miner)StatSoftproprietary
SYSTATSystat Software, Inc.proprietary
TMVA - Toolkit for Multivariate Data Analysis with ROOTTMVA development teampublic domain
Tweet ArchivistTweet Archivistproprietary
WekaMachine Learning Group, University of Waikatopublic domain
Classification/Clustering

Classification and clustering

Tools

ResourceDeveloperProprietary or Public Domain?
BicAT - Biclustering Analysis ToolboxETH, Zurichpublic domain
Biopython ("tools for biological computation written in Python")Biopython development teampublic domain
EP_GOS_ClustFloudas Research Group, Princeton Universityproprietary
geWorkBench - Genomics WorkbenchNCI (National Cancer Institute), NIHpublic domain
Globally Optimal BiclusteringAndroulakis Laboratory, Rutgers Universityproprietary
GMC impute - Gaussian mixture clustering imputeComputational Chemodynamics Laboratoryproprietary
GRNN_ImputeComputational Chemodynamics Laboratoryproprietary
icsiboosticsiboost project teampublic domain
KNN_ImputeComputational Chemodynamics Laboratoryproprietary
OrangeBioinformatics Laboratory, University of Ljubljana, Sloveniapublic domain
Machine Learning Algorithms

Machine learning algorithms

Tools

ResourceDeveloperProprietary or Public Domain?
Automated Particle Tracking and Analysis SoftwareUniversity of California, Irvinepublic domain
GMC impute - Gaussian mixture clustering imputeComputational Chemodynamics Laboratoryproprietary
icsiboosticsiboost project teampublic domain
MLC++Silicon Graphics International Corp., CApublic domain
OrangeBioinformatics Laboratory, University of Ljubljana, Sloveniapublic domain
TMVA - Toolkit for Multivariate Data Analysis with ROOTTMVA development teampublic domain
WekaMachine Learning Group, University of Waikatopublic domain
Sensitivity/Uncertainty Analysis

Sensitivity and uncertainty analysis

Tools

ResourceDeveloperProprietary or Public Domain?
@RISK - At Risk ("risk analysis using Monte Carlo simulation")Palisade Corporationproprietary
AuvTool ("statistical analysis of variability and uncertainty associated with fitting parametric probability distributions to data sets")North Carolina State University and USEPApublic domain
BetaBuster ("Bayesian Epidemiologic Screening" technique for "obtaining specific Beta prior distributions")BetaBuster teampublic domain
BUGS - Bayesian inference Using Gibbs Sampling (OpenBUGS/ WinBUGS)BUGS project teampublic domain
BugsXLA - A GUI for WinBugsPhil Woodwardpublic domain
CHMMBOX - Coupled Hidden Markov Modelling ToolboxUniversity of Oxfordpublic domain
Crystal BallDecisioneering Inc./ Oracleproprietary
GasSim ("simulates the fate of landfill gas arising from managed or unmanaged landfill sites")Golder Associates and Environment Agency of England and Walesproprietary
MCSimFree Software Foundation, Incpublic domain
MENTOR-DOT - Modeling ENvironment for TOtal Risk studies Diagnostic and Optimization ToolsComputational Chemodynamics Laboratoryproprietary
ModelAssist (for @RISK and Crystal Ball)Vose Software, Belgiumpublic domain
ModelRiskVose Software, Belgiumproprietary
PEST - Parameter ESTimationPEST development teampublic domain
RS-HDMR - Random-Sampling High Dimensional Model RepresentationRabitz Laboratory, Princeton University and Computational Chemodynamics Laboratoryproprietary
SRSM - Stochastic Response Surface MethodComputational Chemodynamics Laboratoryproprietary