1813 search results - page 29 / 363 » Instance Pruning Techniques |
121
click to vote
ECML
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. This paper introduces the use of multi-objective evolutionary algorithms in multiple instance learning. In order to achieve this purpose, a multi-objective grammar-guided...
CP
2000
Springer
15 years 3 months ago
2000
Springer
This paper addresses the interaction between randomization, with restart strategies, and learning, an often crucial technique for proving unsatisfiability. We use instances of SAT ...
WEBI
2005
Springer
15 years 5 months ago
2005
Springer
In this paper, we present automated techniques for extracting metadata instance information by organizing and mining a set of news Web sites. We develop algorithms that detect and...
119
click to vote
EMMCVPR
2011
Springer
13 years 11 months ago
2011
Springer
Traditional approaches to Multiple-Instance Learning (MIL) operate under the assumption that the instances of a bag are generated independently, and therefore typically learn an in...
118
click to vote
ICMCS
2005
IEEE
15 years 5 months ago
2005
IEEE
Multiple Instance Learning (MIL) is a special kind of supervised learning problem that has been studied actively in recent years. In this paper, we propose an approach based on On...