1474 search results - page 136 / 295 » Using Machine Learning to Focus Iterative Optimization |
130
click to vote
ECCV
2010
Springer
15 years 3 months ago
2010
Springer
Abstract. Multiple-instance learning (MIL) allows for training classifiers from ambiguously labeled data. In computer vision, this learning paradigm has been recently used in many ...
122
click to vote
COLT
2007
Springer
15 years 9 months ago
2007
Springer
Property testing deals with tasks where the goal is to distinguish between the case that an object (e.g., function or graph) has a prespecified property (e.g., the function is li...
133
click to vote
ILP
2005
Springer
15 years 8 months ago
2005
Springer
Online learning algorithms such as Winnow have received much attention in Machine Learning. Their performance degrades only logarithmically with the input dimension, making them us...
124
click to vote
CEC
2007
IEEE
15 years 9 months ago
2007
IEEE
— Within the present paper, we put forward a novel hybridization between support vector machines and evolutionary algorithms. Evolutionary support vector machines consider the cl...
105
click to vote
EPIA
2007
Springer
15 years 9 months ago
2007
Springer
Abstract. This paper presents the development of a bivalve farmer agent interacting with a realistic ecological simulation system. The purpose of the farmer agent is to determine t...