2665 search results - page 227 / 533 » Bundle Methods for Machine Learning |
96
Voted
ICML
2002
IEEE
16 years 3 months ago
2002
IEEE
The application of kernel-based learning algorithms has, so far, largely been confined to realvalued data and a few special data types, such as strings. In this paper we propose a...
119
Voted
ICML
2000
IEEE
16 years 3 months ago
2000
IEEE
This paper explores in detail the use of Error Correcting Output Coding (ECOC) for learning text classifiers. We show that the accuracy of a Naive Bayes Classifier over text class...
112
click to vote
ALT
2006
Springer
15 years 11 months ago
2006
Springer
Abstract. Smooth boosting algorithms are variants of boosting methods which handle only smooth distributions on the data. They are proved to be noise-tolerant and can be used in th...
128
Voted
ECML
2007
Springer
15 years 9 months ago
2007
Springer
Conventional classification learning allows a classifier to make a one shot decision in order to identify the correct label. However, in many practical applications, the problem ...
129
Voted
UIC
2007
Springer
15 years 8 months ago
2007
Springer
We propose a novel reasoning engine for context-aware ubiquitous computing middleware in this paper. Our reasoning engine supports both rulebased reasoning and machine learning rea...