566 search results - page 82 / 114 » Approximation Spaces in Machine Learning and Pattern Recogni... |
166
click to vote
CORR
2006
Springer
15 years 3 months ago
2006
Springer
Given a sample from a probability measure with support on a submanifold in Euclidean space one can construct a neighborhood graph which can be seen as an approximation of the subm...
143
click to vote
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
In this paper, we investigate a simple, mistakedriven learning algorithm for discriminative training of continuous density hidden Markov models (CD-HMMs). Most CD-HMMs for automat...
125
click to vote
SDM
2009
SIAM
16 years 12 days ago
2009
SIAM
Support Vector Machines (SVMs) are a leading tool in classification and pattern recognition and the kernel function is one of its most important components. This function is used...
101
click to vote
MM
2005
ACM
15 years 8 months ago
2005
ACM
Tasks of information retrieval depend on a good distance function for measuring similarity between data instances. The most effective distance function must be formulated in a con...
134
click to vote
PREMI
2005
Springer
15 years 8 months ago
2005
Springer
Abstract. Technological advances in experimental and computational molecular biology have revolutionized the whole fields of biology and medicine. Large-scale sequencing, expressio...