314 search results - page 3 / 63 » Active Learning with Irrelevant Examples |
IJON
2010
14 years 8 months ago
2010
An active learner usually assumes there are some labeled data available based on which a moderate classifier is learned and then examines unlabeled data to manually label the mos...
HIS
2007
14 years 11 months ago
2007
Meta-Learning has been used to relate the performance of algorithms and the features of the problems being tackled. The knowledge in Meta-Learning is acquired from a set of meta-e...
BIBM
2009
IEEE
15 years 2 months ago
2009
IEEE
66
Voted
AIED
2009
Springer
15 years 4 months ago
2009
Springer
We propose a design model for guiding learning in exploratory environments through representational choices. Selecting the appropriate representations at the correct granularity ca...
KDD
2007
ACM
15 years 10 months ago
2007
ACM
It is often expensive to acquire data in real-world data mining applications. Most previous data mining and machine learning research, however, assumes that a fixed set of trainin...