3449 search results - page 179 / 690 » A Framework for Multiple-Instance Learning |
128
click to vote
ICML
2000
IEEE
16 years 3 months ago
2000
IEEE
Machine learning research has been very successful at producing powerful, broadlyapplicable classification learners. However, many practical learning problems do not fit the class...
128
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
The k-Nearest Neighbors algorithm can be easily adapted to classify complex objects (e.g. sets, graphs) as long as a proper dissimilarity function is given over an input space. Bo...
128
Voted
ATAL
2005
Springer
15 years 8 months ago
2005
Springer
One of the key issues in designing appropriate and effective learning environments is understanding how learners advance and what factors contribute to their progress. This holds...
122
Voted
HICSS
2003
IEEE
15 years 7 months ago
2003
IEEE
Our “information-oriented” society shows an increasing exigency of life-long learning. In such framework, online Learning is becoming an important tool to allow the flexibilit...
109
Voted
COLT
1998
Springer
15 years 6 months ago
1998
Springer
Empirical studies of multitask learning provide some evidence that the performance of a learning system on its intended targets improves by presenting to the learning system relat...