711 search results - page 86 / 143 » Applying Support Vector Machines to Imbalanced Datasets |
INTERSPEECH
2010
13 years 5 months ago
2010
We propose a novel approach to modeling prosodic features. Inspired by Joint Factor Analysis model (JFA), our model is based on the same idea of introducing subspace of model para...
CCGRID
2007
IEEE
14 years 4 months ago
2007
IEEE
In the past, efficient parallel algorithms have always been developed specifically for the successive generations of parallel systems (vector machines, shared-memory machines, d...
IJCNN
2006
IEEE
14 years 4 months ago
2006
IEEE
— We propose a new annealing method for the hyperparameters of several recent Learning Vector Quantization algorithms. We first analyze the relationship between values assigned ...
NLPRS
2001
Springer
14 years 2 months ago
2001
Springer
We propose a new ensembling method of Support Vector Machines (SVMs) based on Feature Space Restructuring. In the proposed method, the weighted majority voting method is applied f...
SC
1990
ACM
14 years 2 months ago
1990
ACM
Important insights into program operation can be gained by observing dynamic execution behavior. Unfortunately, many high-performance machines provide execution profile summaries ...