Paper Info
Title
Constraint Based Incremental Learning of Classification Rules
Abstract
We present a modification of a simple incremental procedure maintaining the set of all current reduct rules. It reduces searching to the part of the rule space limited by a dynamic monotonic constraint. E~ciency problems and their solutions for the class of coverage based constraints are discussed and an illustrative example is provided.
Year
DOI
Venue
2000
10.1007/3-540-45554-X_53
Rough Sets and Current Trends in Computing
Keywords
Field
DocType
rule space,dynamic monotonic constraint,current reduct rule,illustrative example,simple incremental procedure,ciency problem,classification rules,incremental learning
Decision rule,Monotonic function,Reduct,Computer science,Incremental learning,Rough set,Artificial intelligence
Conference
ISBN
Citations 
PageRank 
3-540-43074-1
10
1.05
References 
Authors
3
1
Name
Order
Citations
PageRank
Arkadiusz Wojna118312.82