Introduction to Algorithms for Supervised Learning, Rich Caruna.

Machine Learning Techniques on Spatial Grids, Valliappa Lakshmanan.

On the Connection Between AI and Statistics, Caren Marzban.
Supplemental material: R code for running Naive Bayes, and sample data.

Applications of Genetic Algorithms in the Environmental Sciences (I), Sue Ellen Haupt.

Applications of Genetic Algorithms in the Environmental Sciences (II), Sue Ellen Haupt.
Supplemental material: article.

Fuzzy Logic (I), J. K. Williams.

Fuzzy Logic (II), J. K. Williams.

Performance Assesment, C. Marzban.

Neural Network Modeling in Climate Change Studies (I) and (II), Antonello Pasini.

Analysis of Environmental Data with Machine Learning Methods , Saso Dzeroski.
Supplemental: paper.

Short Course Summary, V. Lakshmanan.

Last modified Feb. 2006 by Caren Marzban