2712 search results - page 120 / 543 » On learning algorithm selection for classification |
125
click to vote
IDA
2009
Springer
15 years 1 days ago
2009
Springer
Abstract. We propose a new algorithm for learning isotonic classification trees. It relabels non-monotone leaf nodes by performing the isotonic regression on the collection of leaf...
129
click to vote
ML
2008
ACM
15 years 2 months ago
2008
ACM
Although memory-based classifiers offer robust classification performance, their widespread usage on embedded devices is hindered due to the device's limited memory resources...
139
Voted
ATAL
2010
Springer
15 years 2 months ago
2010
Springer
We introduce the novel problem of inter-robot transfer learning for perceptual classification of objects, where multiple heterogeneous robots communicate and transfer learned obje...
132
click to vote
ICCV
2007
IEEE
16 years 4 months ago
2007
IEEE
We address the problem of visual category recognition by learning an image-to-image distance function that attempts to satisfy the following property: the distance between images ...
88
Voted
ICPR
2006
IEEE
16 years 3 months ago
2006
IEEE
Geometric methods are very intuitive and provide a theoretically solid viewpoint to many optimization problems. SVM is a typical optimization task that has attracted a lot of atte...