Friday, December 08, 2006

MATLAB Code Resources

One advantage of MATLAB over commercial data mining tools is its flexibility. Given an investment in programming, MATLAB can be extended to solve subtle problems that canned commercial software simply cannot. Many people have tackled machine learning and data mining problems using MATLAB. The source code constructed to solve many of these projects is available on-line. Review of other analysts' source code can provide important insights.

Consider the following examples:

Gender Recognition Project (Diaco, DiCarlo and Santos)

Neural Network coursework code (Patterson)

MATLABArsenal (Yan)

Bayes Net Toolbox for Matlab (Murphy)

MATLAB MLP Backprop Code (Brierley)

SVM and Kernel Methods Matlab Toolbox (Canu, Grandvalet, Guigue and Rakotomamonjy)

Peter's Code and Dataset page (Gehler)

Computational Learning - Project #2 (Linhart)

Block-segmentation and Classification of Grayscale Postal Images (Varshney)

Road Sign Recognition Project Based on SVM Classification (Dayan and Hait)

Mouse Gesture Recognition Project (Barnes)

A Global Geometric Framework for Nonlinear
Dimensionality Reduction (Tenenbaum, de Silva and Langford)


Quantum Clustering (Horn, Gottlieb and Axel)

Resources for K-Mean Clustering (Teknomo)

7 comments:

tota said...

these are pretty valuable topics and links
i found ur blog in the way while looking for some matlab source codes

i wonder if u can help me in this ... i'm new with matlab stuff ... i need some good video tutorials to help me starting with this ... and i was looking for a code that makes an image hashing ? any help with this issue

thank u :)

Will Dwinnell said...

Some video tutorials (and many more non-video ones) are listed in the MathWorks' MATLAB Tutorials page, which I mention in my Mar-28-2008 posting, Getting Started with MATLAB.

Could you explain what you mean by "an image hashing", in a little more detail?

Tang said...

This is the updated link for MATLABArsenal by Yan:

MATLABArsenal

Cheers.

Anonymous said...

Hi will i went through your blog and found it very helpful.I wanted to ask you if you could help me with building a code for prognosis of batteries with the battery dependent on temperature.Hoping for a reply soon.Thanks.

Anonymous said...

Great post.
MATLABArsenal (Yan) link is broken.

Anonymous said...

hey there
i am reaally glad i could find your blog
i strted doing an image processing project using matlab a couple of months ago...right now i am working on KERNEL ENTROPY CA...
But i have not been able to get its code in matlab.
i was really wondwring, if you could help me out with this.

thank you in advance....

Herrberk said...

It is so informative, great job ! I also have few matlab codes that can help engineers on my website. If you want check it out. Thanks.
1- Comparison of BER performances of 64-PSK and 64-QAM in AWGN channels ( MATLAB Simulation + Report + Presentation )
http://berksoysal.blogspot.com/2014/07/comparison-of-ber-performances-of-64.html

2-Speech Processing Project - Speech Gender Conversion by using Linear Predictive Coding (MATLAB Code+ Report + Presentation)
http://berksoysal.blogspot.com/2014/07/speech-processing-project-speech-gender.html

3-Image Processing - Pseudo Coloring Project (MATLAB Codes + Report + Presentation)
http://berksoysal.blogspot.com/2014/05/ee431-introduction-to-image-video.html
...