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High Dimensional Data Clustering (HDDC)

version 1.0 (49.1 KB) by

The High Dimensional Data Clustering (HDDC) toolbox contains an efficient unsupervised classifiers f

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The High Dimensional Data Clustering (HDDC) toolbox contains an efficient unsupervised classifiers for high-dimensional data. This classifier is based on Gaussian models adapted for high-dimensional data.

Reference: C. Bouveyron, S. Girard and C. Schmid, High-Dimensional Data Clustering, Computational Statistics and Data Analysis, to appear, 2007

Comments and Ratings (8)

khashayar

Hello,

Could you please provide a step by step direction for using this package (includes compiling part). I tried to use it, but it couldn't find hddc_learn_fast function.

Thanks,
Khashayar

Vladislavs

Under Mac with Matlab R2014a you can easily compile the MEX files with a command:
mex -llapack -lblas {mexfile}

Make sure that Xcode is installed.

ondrej

ondrej (view profile)

volkan

volkan (view profile)

Hi,
First, thank you for the software.
Are there any solution to run this file under windows 7 or xp?
Thanks...

Eric Truslow

To compile on OS X I used
mex -lblas -lmwlapack hddc_learn.c

Alberto

Hi,

First, Thank you for posting the software!

I am experiencing the same problems compiling the C code on windows XP with lcc compiler.

Under windows I modified the code until it compiled, also linking manually BLAS and LAPACK needed libraries from <matlab>/external/lib/
---------
mex hddc_learn_fast.c C:\Matlab_R2008B\extern\lib\win32\lcc\libmwlapack.lib C:\Matlab_R2008B\extern\lib\win32\lcc\libmwblas.lib
----------
Anyways, it is a much better idea to try another compiler like Visual C++.

Regards,

Kelly Sprehn

I was wondering if you had a Windows version of your .c and .mexglx files. I'm having issues converting it to .mexw32. I tried mex hddc_learn_fast.c but come up with 15 errors and 2 warnings that prohibit me from compiling the file.
Thanks!

anna webster

Hi,
I couldn't use this toolbox, it can't find hddc_learn_fast function. Plz help me. Thanks

MATLAB Release
MATLAB 7.2 (R2006a)

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