777 search results - page 51 / 156 » Learning dynamic algorithm portfolios |
143
Voted
ILP
2007
Springer
15 years 8 months ago
2007
Springer
In this chapter, we describe a view of statistical learning in the inductive logic programming setting based on kernel methods. The relational representation of data and background...
161
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JMLR
2006
15 years 2 months ago
2006
We present a kernel-based algorithm for hierarchical text classification where the documents are allowed to belong to more than one category at a time. The classification model is...
114
Voted
SGAI
2007
Springer
15 years 8 months ago
2007
Springer
Novelty detection is a machine learning technique which identifies new or unknown information in large data sets. We present our current work on the construction of a new novelty...
208
Voted
ICCCI
2011
Springer
14 years 2 months ago
2011
Springer
Multiagent reinforcement learning problems are especially difficult because of their dynamism and the size of joint state space. In this paper a new benchmark problem is proposed, ...
120
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PAMI
2007
15 years 2 months ago
2007
This paper presents a robust object tracking method via a spatial bias appearance model learned dynamically in video. Motivated by the attention shifting among local regions of a ...