3050 search results - page 488 / 610 » On-line Algorithms in Machine Learning |
144
click to vote
BMCBI
2004
15 years 4 months ago
2004
Background: Kernel-based learning algorithms are among the most advanced machine learning methods and have been successfully applied to a variety of sequence classification tasks ...
124
click to vote
COLT
2004
Springer
15 years 9 months ago
2004
Springer
We study the properties of the Minimum Description Length principle for sequence prediction, considering a two-part MDL estimator which is chosen from a countable class of models....
144
click to vote
JMLR
2010
15 years 2 months ago
2010
A wide variety of machine learning problems can be described as minimizing a regularized risk functional, with different algorithms using different notions of risk and differen...
213
click to vote
IGARSS
2010
14 years 11 months ago
2010
This paper investigates the performance of machine learning methods for classifying rock types from hyperspectral data. The main objective is to test the impact on classification ...
129
click to vote
GECCO
2007
Springer
15 years 10 months ago
2007
Springer
The use of machine learning techniques to automatically analyse data for information is becoming increasingly widespread. In this paper we examine the use of Genetic Programming a...