1686 search results - page 117 / 338 » Machine Learning in Medical Applications |
128
click to vote
ECML
2005
Springer
15 years 9 months ago
2005
Springer
Active selection of good training examples is an important approach to reducing data-collection costs in machine learning; however, most existing methods focus on maximizing classi...
144
click to vote
NIPS
2003
15 years 5 months ago
2003
Recently, relevance vector machines (RVM) have been fashioned from a sparse Bayesian learning (SBL) framework to perform supervised learning using a weight prior that encourages s...
118
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
Similarity measures in many real applications generate indefinite similarity matrices. In this paper, we consider the problem of classification based on such indefinite similariti...
136
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
This paper addresses exact learning of Bayesian network structure from data and expert's knowledge based on score functions that are decomposable. First, it describes useful ...
125
click to vote
ECML
2007
Springer
15 years 10 months ago
2007
Springer
Many applications in information retrieval, natural language processing, data mining, and related fields require a ranking of instances with respect to a specified criteria as op...