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)

10 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.

SHIVA said...

i need mlp bp code using artificial neural networks

Anonymous said...

Great post.
MATLABArsenal (Yan) link is broken.

Deepanshu Malhotra said...

Hello I'm doing M.Tech in COMPUTER SCIENCE ENGINEERING.
I want to do minor project in DATA MINING in MATLAB.
Please suggest me which project is suitable for me that can be used in MATLAB.

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....

Lobi said...

Hi, i found this project very useful for research
Road Sign Recognition Project Based on SVM Classification (Dayan and Hait)
However,I do not have the password and username to get the code. Can you help me? Thank in advance :)

Anonymous said...

Hello....

I have picked up a project on data mining by ANN using BP algorithm using MATLAB. I have certain issues regarding: How to identify that what should be the correct target output?? I have sets of data.. I converted them into logic 1's and 0's. But I am not been able to find the correct target output vector. Please help me out with this.. My email id is : rajat.pradhan88@gmail.com