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117
Voted
NIPS
2004
15 years 2 months ago
2004
This paper presents a general family of algebraic positive definite similarity functions over spaces of matrices with varying column rank. The columns can represent local regions ...
137
Voted
JMLR
2006
15 years 20 days ago
2006
While methods for comparing two learning algorithms on a single data set have been scrutinized for quite some time already, the issue of statistical tests for comparisons of more ...
104
Voted
TAPSOFT
1997
Springer
15 years 4 months ago
1997
Springer
Abstract. We present a new constraint system called INES. Its constraints are conjunctions of inclusions t1 t2 between rst-order terms (without set operators) which are interpreted...
CORR
2011
Springer
14 years 7 months ago
2011
Springer
In many real-world planning scenarios, the users are interested in optimizing multiple objectives (such as makespan and execution cost), but are unable to express their exact trad...
98
Voted
FLAIRS
2007
15 years 3 months ago
2007
Many real-world domains present the problem of imbalanced data sets, where examples of one classes significantly outnumber examples of other classes. This makes learning difficu...