This is a new description of a previously posted project because everyone requested more details to the project.
We are moving into a new market and the initial phase of the program is to build bayesian belief networks. Essentially, we would like to recreate and combine these two non-commercial products in Java:
PowerConstructor and Data PreProcessor
[url removed, login to view]~jcheng/[url removed, login to view]
I would like the "data pre-processor" and the "power constructer" to be combined into one product that enables the end user to create bayesian belief networks from numerical datasets (which is why they need the preprocessor - to transform the data into categorical).
This is the first phase of a larger project so we would like to start a relationship with a firm or person for much more work! We look forward to hearing from you! If you have any questions about the specs or functionality please email me.
Here is a paper on the construction of belief networks:
[url removed, login to view]~[url removed, login to view]
There are also R programs on building belief networks which might be useful in developing the algorithms.