5463 search results - page 437 / 1093 » Evaluating algorithms that learn from data streams |
204
click to vote
CVPR
2010
IEEE
16 years 2 months ago
2010
IEEE
We address the character identification problem in
movies and television videos: assigning names to faces on
the screen. Most prior work on person recognition in video
assumes s...
179
click to vote
ICDM
2007
IEEE
16 years 1 months ago
2007
IEEE
This paper proposes an optimisation to the UK-means algorithm, which generalises the k-means algorithm to handle objects whose locations are uncertain. The location of each object...
201
click to vote
AI
2006
Springer
15 years 6 months ago
2006
Springer
In this paper we describe a machine learning approach for acquiring a model of a robot behaviour from raw sensor data. We are interested in automating the acquisition of behaviour...
168
click to vote
ICML
2007
IEEE
16 years 7 months ago
2007
IEEE
We revisit recently proposed algorithms for probabilistic clustering with pair-wise constraints between data points. We evaluate and compare existing techniques in terms of robust...
158
click to vote
ICML
2005
IEEE
16 years 7 months ago
2005
IEEE
Many biological propositions can be supported by a variety of different types of evidence. It is often useful to collect together large numbers of such propositions, together with...