Computational+Intelligence+Applications

Unsupervised Learning
[|"Unsupervised Learning", Dr. Zoubin Ghahramani]

Adaptive Resonance Theory

 * [|Adaptive Resonance Theory (ART) Networks, Rajapakse]
 * Stephen Grossberg - []

Ant Colony Optimization
[|Ant Colony Optimization - Dr. Marco Dorigo, Scholarpedia page]

**Clustering**

 * [|"Data Clustering: 50 Years Beyond K-means", Dr. Anil K. Jain (video lecture)]
 * K-Means Clustering - [|Clustering and Unsupervised Learning, Littman]
 * [|The Self-Organizing Map (SOM), Professor Teuvo Kohonen]
 * DBSCAN, k-means, and SOM Comparison - [|An Analysis on Density Based Clustering of Multi Dimensional Spatial Data, Mumtaz and Duraiswamy]

Reinforcement Learning / Q-Learning

 * [|Markov Decision Process - Wikipedia page]
 * [|Reinforcement Learning - Wikipedia page]
 * [|Reinforcement Learning lecture slides for textbook "Machine Learning"]

Natural Language Processing
General Architecture for Text Engineering (GATE) - []

Computational Intelligence Library
[|University of Pretoria CI Library]

Emergent Neural Net Simulator (free)
[|Emergent Home Page]