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PAKDD
2009
ACM
15 years 6 months ago
2009
ACM
When training classifiers, presence of noise can severely harm their performance. In this paper, we focus on “non-class” attribute noise and we consider how a frequent fault-t...
RE
2001
Springer
15 years 4 months ago
2001
Springer
Scenario is a description technique which has attracted much attention not only from practitioners but also from researchers. Literature on this topic shows the possibilities that...
92
Voted
EXACT
2008
15 years 1 months ago
2008
The representation and manipulation of natural human understanding of temporal phenomena is a fundamental field of study in Computer Science, which aims both to emulate human think...
COCO
2008
Springer
15 years 1 months ago
2008
Springer
We study the approximability of predicates on k variables from a domain [q], and give a new sufficient condition for such predicates to be approximation resistant under the Unique...
82
Voted
AAAI
1998
15 years 29 days ago
1998
Wedescribe somenewpreprocessing techniques that enable faster domain-independentplanning. Thefirst set of techniquesis aimedat inferring state constraints from the structure of pl...