1686 search results - page 78 / 338 » Machine Learning in Medical Applications |
134
Voted
ML
2006
ACM
15 years 3 months ago
2006
ACM
The application of Inductive Logic Programming to scientific datasets has been highly successful. Such applications have led to breakthroughs in the domain of interest and have dri...
136
Voted
ICANN
2009
Springer
15 years 8 months ago
2009
Springer
Abstract. Many applications of machine learning involve sparse highdimensional data, where the number of input features is (much) larger than the number of data samples, d n. Predi...
120
Voted
AAAI
2008
15 years 5 months ago
2008
For many machine learning solutions to complex applications, there are significant performance advantages to decomposing the overall task into several simpler sequential stages, c...
210
click to vote
ICML
2002
IEEE
16 years 4 months ago
2002
IEEE
A new approach to ensemble learning is introduced that takes ranking rather than classification as fundamental, leading to models on the symmetric group and its cosets. The approa...
129
click to vote
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
We present a large-margin formulation and algorithm for structured output prediction that allows the use of latent variables. Our proposal covers a large range of application prob...