CSC 720

Artificial Intelligence II:
Machine Learning and Adaptive Systems

Spring 2001


INSTRUCTOR
Dr. Dennis Bahler
Phone: 919 515 3369
Fax: 919 515 7896
Email: bahler@ncsu.edu
Office: 216A Withers Hall
Office Hours: Tuesday/Thursday 1430-1600, or by appointment

HANDOUTS
Syllabus
Tentative Schedule of Topics and Readings
Project Progress Report Schedule (20 MAR)
Quick Guide to the Greek Alphabet
Decision Tree Attribute Selection: An Alternative Formulation
SWI-Prolog 4.0.0 and Prolog Manual (http)
Joint Probability Tables:
Lam & Bacchus Figure 1
Do humans really use Probabilities?

AI SEMINARS THIS SEMESTER
Steps Toward a Qualitative Decision Theory

BOOKS
Russell/Norvig: Artificial Intelligence
Poole/Mackworth/Goebel: Computational Intelligence
Winston: Artificial Intelligence
Dean/Allen/Aloimonos: Artificial Intelligence
Tracy/Bouthoorn: Object-Oriented AI Using C++

JOURNALS
Journal of AI Research
Computational Intelligence
Machine Learning Online
Kluwer Academic Publishers

OTHER RELATED SITES
MLnet Online Information Service
MLC++ sourcecode
UC Irvine Machine Learning Home Page
UCI Index to Other ML-Related Web Sites
The Carnegie Mellon University AI Repository
American Association for Artificial Intelligence (AAAI)
Absolutely everything about the Eos/Unity Environment

Any comments or suggestions are always welcome.
Dr. Dennis Bahler / Whole Class / Anonymous Comments to Dr. Bahler

This page has been accessed Counter times since 8 JAN 01.

(Last update 2 MAY 01 by Dennis Bahler)