3276 search results - page 56 / 656 » Data learning based diagnosis |
104
click to vote
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
A new hierarchical nonparametric Bayesian model is proposed for the problem of multitask learning (MTL) with sequential data. Sequential data are typically modeled with a hidden M...
112
click to vote
ECML
2006
Springer
15 years 4 months ago
2006
Springer
In many complex machine learning applications there is a need to learn multiple interdependent output variables, where knowledge of these interdependencies can be exploited to impr...
109
click to vote
ICDM
2010
IEEE
14 years 10 months ago
2010
IEEE
Active learning has been proven a reliable strategy to reduce manual efforts in training data labeling. Such strategies incorporate the user as oracle: the classifier selects the m...
118
click to vote
UAI
2003
15 years 1 months ago
2003
Collaborative filtering (CF) and contentbased filtering (CBF) have widely been used in information filtering applications, both approaches having their individual strengths and...
119
click to vote
ESANN
2006
15 years 1 months ago
2006
In this article, we extend a local prototype-based learning model by active learning, which gives the learner the capability to select training samples during the model adaptation...