Data Mining SDK

Project Description
Data Mining Source Code Project.

We started a new blog called "Data Mining & Numerical Methods Source Code" (http://msug.vn.ua/blogs/datamining/default.aspx).
If you want to contribute please write to the msugvn[at]gmail.com.

Subscribe for new posts and code - http://feeds2.feedburner.com/DataMiningSourceCodeBlog


http://twitter.com/msugvnua

Artifical Neuron Network

For more info please refer http://www.kdkeys.net/forums/thread/3070.aspx.

Fuzzy c-means clustering

• Fuzzy c-means clustering C# implementation for 2D data. Blog page: http://msug.vn.ua/blogs/datamining/archive/2009/03/29/fuzzy-c-means-clustering.aspx.
• Fuzzy c-means clustering C# implementation for multidimensional data. Blog page: http://msug.vn.ua/blogs/datamining/archive/2009/05/02/fuzzy-c-means-clustering-algorithm-v-0-3-for-multidimensional-data.aspx

K-means Cluster Analysis Algorithm

• K-means Cluster Analysis Algorithm in Java by Shyam Sivaraman
• K-means Cluster Analysis Algorithm in Java by Manas Somaiya

Simple C# Genetic Algorithm

Simple genetic algorithm C# implementation (by Barry Lapthorn) for function maximization.
Blog page: http://msug.vn.ua/blogs/datamining/archive/2009/04/08/simple-c-genetic-algorithm.aspx.

Association rules mining and apriori algorithm

• C# implementation of the apriori algorithm for market basket analysis.
• JavaScript implementation of the apriori algorithm
• Association Rules Demo 1.0 (Russian)

Blog page: http://msug.vn.ua/blogs/datamining/archive/2009/04/10/association-rules-apriori-algorithm.aspx

Self Organizing Map (SOM)

• C# implementation
• Java implementation
• Microsoft Excel implementation

Blog page: http://msug.vn.ua/blogs/datamining/archive/2009/04/13/self-organizing-map-som.aspx

FP-Tree

FP-Tree implementation by Frans Coenen in Java v.0.1

Additional Links

• Oracle Data Mining Sample Code http://www.oracle.com/technology/sample_code/products/odm/index.html
• IBM SQL code examples for data mining http://publib.boulder.ibm.com/infocenter/db2luw/v8/index.jsp?topic=/com.ibm.im.model.doc/c_sql_code_examples_for_data_mining.html
• Traveling Salesman Problem Using Genetic Algorithms http://www.lalena.com/AI/Tsp/
• SQL Server Data Mining http://en.csharp-online.net/SQL_Server_Data_Mining
• Data Mining forum on MSDN http://social.msdn.microsoft.com/forums/en-US/sqldatamining/threads/
• A* algorithm implementation in C# http://www.codeproject.com/KB/recipes/PathFinder.aspx
• Support Vector Machine Classifier (SVM.NET) http://www.matthewajohnson.org/software/svm.html