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ODSOL Premium Web Hosting Directory > others > Software > Databases > Data Mining > Public Domain Software [+] Express Link Addition/Removal
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QuickMiner
Open Source creation of a data mining C++ procedure library. Initially focused on mining generalised association rules and generalised sequential patterns

ROSETTA
A Software system for data mining based on rough set theory. GUI based operation on MS Windows platforms, with a wide variety of algorithms. Information on features, documentation, utilities, and upcoming releases.

Shih Tree Builder
Modelling tool that analyzes data generating classification, regression or class probability prediction models.

Snob
Uses the Minimum Message Length (MML) principle to do mixture modeling. Mixture modeling concerns modeling a statistical distribution by a mixture of other distributions, and is also known as unsupervised concept learning in Artificial Intelligence. Links to related research papers and software.

StatLib - XlispStat Archive
Environment for statistical computing and dynamic graphics based on Lisp. Contains contributed code and submission instructions.

Tminer Personal Edition
Software suite which has algorithms for association rules, building classifiers, and clustering data from relational database products using JDBC. References to related articles, and research papers.

VisDB: A Visual Data Mining and Database Exploration System
The VisDB has been developed to support the exploration of large database. The VisDB system implements several visual data mining techniques, allowing an exploration of large databases (up-to about one million data values).

Visual Basic Data Mining .Net
Data Mining applications developed with Visual Basic or the .NET Framework by Kingsley Tagbo, including Naive Bayes Classifiers. Site provides public domain data mining applications with source code and online documentation. The latest release as of October 2002 is 'Visual Basic Data Mining With Naive Bayes' and '.NET Data Mining With Naive Bayes'.

WinMine Toolkit Home Page
By David Chickering at Microsoft Research. The WinMine Toolkit is a set of tools for Windows 2000/NT/XP that allow you to build statistical models from data. The majority of the tools are command-line executables that can be run in scripts.

XELOPES Data Mining Library
Platform- and data-source-independent library for embedded data mining based on the CWM/OMG and other data mining standards. XELOPES-Java algorithms: SVMs, market basket analysis, sequence analysis, decision trees, cluster analysis, multidimensional grouping. XELOPES-C++ algorithms: SVMs, decision trees. [GPL]

XmdvTool Home Page
A public-domain software package for the interactive visual exploration of multivariate data sets. It is available on all UNIX platforms which support XR4 or higher. The current version of the software (3.1) supports scatterplots, star glyphs, parallel coordinates, and dimensional stacking.

AC2 - Software Toolkit
A multi-lingual toolkit for various decision tree algorithms with C++ libraries. Available for free download for a variety of platforms.

Association Rule Miner
Client-server Java based data mining software for mining association rules. Developed at University of Massachusetts.

AutoClass C - General Information
An unsupervised Bayesian classification system that seeks a maximum posterior probability classification.

CART - Salford Systems
A decision tree tool that automatically sifts large, complex databases, searching for and isolating significant patterns and relationships. Offers free limited capability demo for download, product features, applications, user feedback, and associated books.

Classification Tree in Excel
A small Excel based freeware to build Classification Tree models in Excel. Uses C4.5 algorithm. Very easy to learn and use - but capability is limited.

CLUTO - Clustering Toolkit
A freely available software toolkit for clustering low- and high-dimensional data sets. It is well-suited for clustering data sets arising in many areas including information retrieval, customer purchasing transactions, science, and biology.

Data-Miner Software Kit
Collection of standalone data mining programs, available as scripts or Java programs. Contains information for downloading, installation, data preparation, and operating instructions. Supplementary to the book titled Predictive Data Mining - A Practical Guide.

DeFindIt Analysis and Reporting
Open source software for extraction and reporting using a powerful template tool. Deft combines declarative concepts of SQL with all of Perl's features. Requires Linux and Perl

Discovery of Multivalued Dependencies from Relations
Includes source code, related papers and associated projects.

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