522 search results - page 16 / 105 » Dynamic Time-Alignment Kernel in Support Vector Machine |
ESANN
2007
14 years 12 months ago
2007
Imprecision, incompleteness, prior knowledge or improved learning speed can motivate interval–represented data. Most approaches for SVM learning of interval data use local kernel...
CSDA
2010
14 years 7 months ago
2010
A modified active subset selection method based on quadratic R
PPSN
2010
Springer
14 years 8 months ago
2010
Springer
Abstract. Taking inspiration from approximate ranking, this paper investigates the use of rank-based Support Vector Machine as surrogate model within CMA-ES, enforcing the invarian...
EUSFLAT
2009
14 years 8 months ago
2009
This paper demonstrates that several known sequence kernels can be expressed in a unified framework in which the position specificity is modeled by fuzzy equivalence relations. In ...
JMLR
2006
14 years 10 months ago
2006
Support vector machines (SVMs), though accurate, are not preferred in applications requiring great classification speed, due to the number of support vectors being large. To overc...