145
click to vote
ECML
15 years 5 months ago
1991 Springer 
1 A novel semi-naive Bayesian classifier is introduced that is particularly suitable to data with many attributes. The naive Bayesian classifier is taken as a starting point and co...
136
click to vote
COLT
15 years 5 months ago
1991 Springer 
Abstract. This paper presents a polynomial-time algorithm for inferring a probabilistic generalization of the class of read-once Boolean formulas over the usual basis {AND,OR,NOT}....
132
click to vote
COLT
15 years 5 months ago
1991 Springer
Applications of learning to autonomous agents (simulated or real) have often been restricted to learning a mapping from perceived state of the world to the next action to take. Of...
128
click to vote
ICML
15 years 5 months ago
1991 IEEE
Artificial neural networks have proven to be a successful, general method for inductive learning from examples. However, they have not often been viewed in terms of constructive ...
|
Machine Learning