Learning in General
[[We will later grab articles on each of the following themes,
or commission ones that are not avaiable.]]
Classification/Regression Systems, with associated learners
Other Types of Learning
Foundations of Learning
Commercial Successes of Learning
Machine Learning Resources on the Web
Relevant articles in journals:
- in JAIR:
- in AIJ:
- in MLJ:
- in JMLR:
DataSets, Algortithms, ...
Mitchell, Machine Learning, McGraw Hill, 1997.
S Russell and P
Norvig, Artificial Intelligence: A Modern Approach, Prentice Hall,
"Introduction to Machine Learning" (download)
and A Barto, "Reinforcement Learning: An Introduction" (download)
M Anthony and P Bartlett,
"Neural Network Learning: Theoretical Foundations"
"Pattern Recognition Using Neural Networks",
Michie, Spiegelhalter, Taylor:
Machine Learning, Neural and Statistical Classification
"Support Vector Machines"
Rich set of pointers
to topics related to AI (Russell: UCB)
Useful pointers to topics
related to Machine Learning [MLJ]
to topics related to Machine Learning [Stanford]
Machine Learning Software in
To track down other literature
of Computer Science Bibliographies
[[We will later write out a range of interesting questions...
and/or glean some from various texts]]