711 search results - page 81 / 143 » A cloning approach to classifier training |
ICML
2006
IEEE
16 years 1 months ago
2006
IEEE
We study hierarchical classification in the general case when an instance could belong to more than one class node in the underlying taxonomy. Experiments done in previous work sh...
94
Voted
KDD
2006
ACM
16 years 1 months ago
2006
ACM
The problem of time series classification has attracted great interest in the last decade. However current research assumes the existence of large amounts of labeled training data...
113
Voted
SIGIR
2003
ACM
15 years 6 months ago
2003
ACM
Use of semantic content is one of the major issues which needs to be addressed for improving image retrieval effectiveness. We present a new approach to classify images based on t...
124
click to vote
CVPR
2010
IEEE
15 years 5 months ago
2010
IEEE
This paper presents a novel mixture-of-experts framework for pedestrian classification with partial occlusion handling. The framework involves a set of component-based expert clas...
99
Voted
NIPS
2008
15 years 2 months ago
2008
We introduce a framework for actively learning visual categories from a mixture of weakly and strongly labeled image examples. We propose to allow the categorylearner to strategic...