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Software and Datasets at IDEAL

Hierarchical support vector machine code developed by Yangchi Chen. Its a Matlab package that uses Max-cut class decomposition a fast SVM multiclass classifier. A Matlab package that includes BHC and BPC algorithms. Originally by Alex Henneguelle, updated by Suju Rajan and Goo Jun. Gene DIVER v1.02 (Gene Density Interactive Visual ExplorER) - developed by Gunjan Gupta

Datasets for the paper:
Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, and Suvrit Sra, "Clustering on the Unit Hypersphere using von Mises-Fisher Distributions", JMLR 6(Sep):1345--1382, 2005

Matlab scripts for HMMs and Coupled HMMs for Multi-channel EEG classification

Model-based Document Clustering Toolkit in Matlab download (read README file in the package first, some document datasets are here (16MB), each dataset contains a sparse document-term matrix and a class label vector that can be read into Matlab directly using 'load datasetname')

Weighted Sequence Clustering Toolkit README, download

Cluster Analysis and Cluster Ensemble Software (ClusterPack Matlab Toolbox) .

Principal Surfaces software/data

You can also access a single hidden layer feed forward neural network code called bp.

Code Structurally Adaptive Mixtures of Experts Code (see papers co-authored with V. Ramamurti)

The hierearchical mixture of experts network
The structurally adapting on-line localized mixture of experts network
Structurally adapting batch-mode localized mixture of experts network for model order determination
Localized mixture of non-linear experts (MLP experts)


IDEAL Benchmarks Home

Available Second/Third Party Resources

SAS Enterprise Miner, IBM's Intelligent Miner, Intelligent Miner for Text, and DB2 can be used for data mining applications. MATLAB neural network toolkit and LNKNet are available as well.
Highly recommended Public Domain Packages include
WEKA (Java), NETLAB (MATLAB) and PRTOOLS (MATLAB); also see the Pattern Recognition Files )

WinSNNS Support is not available now.

VMWare.

IEEE Computational Intelligence Society Benchmark Repository


User Guides for IDEAL Members

Note: These guides are 'internal' and made accessible only from UT.

Coding Guidelines and Resources Windows Guides
  • Unix Guides 
  • Tips for Technical Talks and Writeups


    Last Updated: July 2007