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119
Voted
ESANN
2001
15 years 5 months ago
2001
This paper illustrates how canonical correlation analysis can be used for designing efficient visual operators by learning. The approach is highly task oriented and what constitute...
139
Voted
COLING
1990
15 years 4 months ago
1990
':[his paper describes a rule-based machine learning approach to morphological processing in the system called XMAS. XMAS discovers and acquires linguistic rules from example...
128
Voted
ML
2006
ACM
15 years 3 months ago
2006
ACM
This paper presents a representation for melodic segment classes and applies it to music data mining. Melody is modeled as a sequence of segments, each segment being a sequenceofno...
132
Voted
COLT
2010
Springer
15 years 1 months ago
2010
Springer
We consider the dimensionality-reduction problem (finding a subspace approximation of observed data) for contaminated data in the high dimensional regime, where the number of obse...
139
Voted
COLT
1998
Springer
15 years 7 months ago
1998
Springer
This paper concerns the use of real-valued functions for binary classification problems. Previous work in this area has concentrated on using as an error estimate the `resubstitut...