178 search results - page 5 / 36 » Learning the unified kernel machines for classification |
111
Voted
KES
2008
Springer
14 years 11 months ago
2008
Springer
Abstract. This work proposes a family of language-independent semantic kernel functions defined for individuals in an ontology. This allows exploiting wellfounded kernel methods fo...
101
Voted
SIGIR
2003
ACM
15 years 4 months ago
2003
ACM
Question classification is very important for question answering. This paper presents our research work on automatic question classification through machine learning approaches. W...
COLT
2008
Springer
15 years 1 months ago
2008
Springer
Coordinate gradient learning is motivated by the problem of variable selection and determining variable covariation. In this paper we propose a novel unifying framework for coordi...
92
Voted
ICML
2008
IEEE
16 years 13 days ago
2008
IEEE
In this paper, we consider a smoothing kernelbased classification rule and propose an algorithm for optimizing the performance of the rule by learning the bandwidth of the smoothi...
100
Voted
ICML
2007
IEEE
16 years 13 days ago
2007
IEEE
This paper suggests a method for multiclass learning with many classes by simultaneously learning shared characteristics common to the classes, and predictors for the classes in t...