1651 search results - page 21 / 331 » Measuring the Complexity of Classification Problems |
177
Voted
COLT
2005
Springer
15 years 12 months ago
2005
Springer
We study the rank, trace-norm and max-norm as complexity measures of matrices, focusing on the problem of fitting a matrix with matrices having low complexity. We present generali...
184
Voted
BIOCOMP
2010
15 years 3 months ago
2010
Abstract-- This study deals with investigating the classification performance of information-theoretic measures when applied to complex biological networks. In particular, our aim ...
130
Voted
ICDM
2007
IEEE
16 years 21 days ago
2007
IEEE
Experimental methodology for evaluating classification algorithms in relational (i.e., networked) data is complicated by dependencies between related data instances. We survey the...
156
Voted
INTERSPEECH
2010
15 years 1 months ago
2010
Basic language-inherent tempo cannot be isolated by the current metrics of speech rhythm. Here we propose the number of syllables per intonation unit as an appropriate measure, al...
143
Voted
ICIP
2000
IEEE
16 years 8 months ago
2000
IEEE
In this paper, we apply the complexity?regularization principle to Poisson imaging. We formulate a natural distortion measure in image space, and present a connection between comp...