662 search results - page 55 / 133 » Making inferences with small numbers of training sets |
ICPR
2002
IEEE
14 years 10 months ago
2002
IEEE
In this paper we address two aspects related to the exploitation of Support Vector Machines (SVM) for classification in real application domains, such as the detection of objects ...
JAIR
2000
13 years 8 months ago
2000
A major problem in machine learning is that of inductive bias: how to choose a learner's hypothesis space so that it is large enough to contain a solution to the problem bein...
CADE
2007
Springer
14 years 3 months ago
2007
Springer
We develop and implement a novel algorithm for discovering the optimal sets of premisses for proving and disproving conjectures in first-order logic. The algorithm uses interpret...
ICML
2007
IEEE
14 years 9 months ago
2007
IEEE
Multi-instance learning and semi-supervised learning are different branches of machine learning. The former attempts to learn from a training set consists of labeled bags each con...
IJCNLP
2005
Springer
14 years 2 months ago
2005
Springer
This paper explores two linguistically motivated restrictions on the set of words used for topic tracking on newspaper articles: named entities and headline words. We assume that n...