Introduction to k-means clustering, a popular data mining and unsupervised learning algorithm. Free code, software, resources and examples are available for download.

Programming by example (or by demonstration) is a technique for teaching the computer new behavior by demonstrating actions on concrete examples. The system records user actions and generalizes a program that can be used in new examples.

Machine learning approaches to data mining focussing on text mining applications

Resources for researchers and practitioners interested in the use of learning techniques in intelligent, user-adaptive systems.

Artificial Neural Network-based natural language conversational agent and intelligent dialogue generator

A competition on Grammatical Inference.