a rule engine and scripting environment written entirely in Sun's Java, you can build Java software that has the capacity to "reason" using knowledge you supply in the form of declarative rules. Jess is small, light, and one of the fastest rule engines av
a collection of machine learning algorithms for data mining tasks. The algorithms can either be applied directly to a dataset or called from your own Java code.
I enjoy writing and in addition to my published books I offer free Open Content material on this web page. I both enjoy and appreciate feedback on ideas for material and reporting any errors. I offer free web books on Java and artificial intelligence programming, Common Lisp programming, and a new but still incomplete book The Software Design and Development Book. I am also working on a Ruby AI book and a short paper on AI design patterns. I also have a link to an old paper on AI, Go and Consciousness (updated 1/25/2004) available here. I have a short paper Jumpstarting the Semantic Web available here (new version 1/14/2005). I am also starting to include my fiction (short stories) here in addition to computer science web books.
SIMBRAIN is a free tool for building, running, and analyzing neural-networks (computer simulations of brain circuitry). Simbrain aims to be as visual and easy-to-use as possible.
This project contains Naive and Fishers bayesian classifiers, as described in Toby Segaran's book "Programming Collective Intelligence." The book has python implementations; this is a Java implementation.
If you are starting with Neural Networks you should check out my online book on the subject. It contains over 300 pages of information on Neural Network Programming in Java. You can access it here.
Get the entire book! Introduction to Neural Networks with Java Programming Neural Networks in Java will show the intermediate to advanced Java programmer how to create neural networks. This book attempts to teach neural network programming through two mec
This is an overview of AmonI research projects that are either currently active or likely to be active again. Both Alwyn Barry and Joanna Bryson maintain complete lists of former student projects, click those links to see them. The sofware associated with
The goal of the Java-Chess project is to develop an OpenSource chess application written in Java. We want to demonstrate that Java can be tuned to a point, where it is almost up to the performance of an application, that was directly compiled to native co
Weka is a collection of machine learning algorithms for data mining tasks. The algorithms can either be applied directly to a dataset or called from your own Java code. Weka contains tools for data pre-processing, classification, regression, clustering, a
S. Janson. (2007)cite arxiv:0708.4404
Comment: Published in at http://dx.doi.org/10.1214/07-AAP490 the Annals of
Applied Probability (http://www.imstat.org/aap/) by the Institute of
Mathematical Statistics (http://www.imstat.org).