598 search results - page 1 / 120 » Knowledge-Driven Learning and Discovery |
AAAI
2007
13 years 7 months ago
2007
The goal of our current research is machine learning with the help and guidance of a knowledge base (KB). Rather than learning numerical models, our approach generates explicit sy...
AAAI
2011
12 years 5 months ago
2011
Automated feature discovery is a fundamental problem in machine learning. Although classical feature discovery methods do not guarantee optimal solutions in general, it has been r...
CVPR
2011
IEEE
13 years 1 months ago
2011
IEEE
Objects vary in their visual complexity, yet existing discovery methods perform “batch” clustering, paying equal attention to all instances simultaneously—regardless of the ...
PAKDD
2011
ACM
12 years 7 months ago
2011
ACM
Discovering rare categories and classifying new instances of them is an important data mining issue in many fields, but fully supervised learning of a rare class classifier is pr...
ICML
2000
IEEE
14 years 5 months ago
2000
IEEE