4578 search results - page 184 / 916 » Learning from Multi-source Data |
105
Voted
ICML
2000
IEEE
15 years 6 months ago
2000
IEEE
We present feature transformations useful for exploratory data analysis or for pattern recognition. Transformations are learned from example data sets by maximizing the mutual inf...
109
Voted
SIGMOD
2010
ACM
15 years 6 months ago
2010
ACM
We consider the problem of learning a record matching package (classifier) in an active learning setting. In active learning, the learning algorithm picks the set of examples to ...
124
Voted
SP
2002
IEEE
15 years 1 months ago
2002
IEEE
Markov models have been used extensively in psychology of learning. Applications of hidden Markov models are rare however. This is partially due to the fact that comprehensive stat...
111
click to vote
AIME
2003
Springer
15 years 7 months ago
2003
Springer
There is much empirical evidence about the success of naive Bayesian classification (NBC) in medical applications of attribute-based machine learning. NBC assumes conditional inde...
110
click to vote
ICML
2010
IEEE
15 years 2 months ago
2010
IEEE
In this paper, we investigate a new machine learning framework called Online Transfer Learning (OTL) that aims to transfer knowledge from some source domain to an online learning ...