410 search results - page 61 / 82 » Ensembles of biased classifiers |
BIBM
2008
IEEE
15 years 2 months ago
2008
IEEE
Recent studies in protein sequence analysis have leveraged the power of unlabeled data. For example, the profile and mismatch neighborhood kernels have shown significant improveme...
95
Voted
ICWSM
2008
15 years 2 months ago
2008
We present a shallow linguistic approach to subjectivity classification. Using multinomial kernel machines, we demonstrate that a data representation based on counting character n...
102
Voted
TNN
2008
15 years 19 days ago
2008
Abstract--Tao et al. have recently proposed the posterior probability support vector machine (PPSVM) which uses soft labels derived from estimated posterior probabilities to be mor...
83
Voted
ICPR
2008
IEEE
16 years 1 months ago
2008
IEEE
We describe an ensemble approach to learning1 salient regions from data partitioned according to the2 distributed processing requirements of large-scale sim-3 ulations. The volume...
118
click to vote
PAA
2002
15 years 12 days ago
2002
: The idea of performing model combination, instead of model selection, has a long theoretical background in statistics. However, making use of theoretical results is ordinarily su...