1305 search results - page 1 / 261 » An Optimization Algorithm Based on Active and Instance-Based... |
74
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MICAI
2004
Springer
15 years 3 months ago
2004
Springer
We present an optimization algorithm that combines active learning and locally-weighted regression to find extreme points of noisy and complex functions. We apply our algorithm to...
89
Voted
FUIN
2002
14 years 10 months ago
2002
The article describes a method combining two widely-used empirical approaches to learning from examples: rule induction and instance-based learning. In our algorithm (RIONA) decisi...
106
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ROBOCUP
2007
Springer
15 years 4 months ago
2007
Springer
Abstract. Two main challenges of robot action planning in real domains are uncertain action effects and dynamic environments. In this paper, an instance-based action model is lear...
86
Voted
ML
2000
ACM
14 years 10 months ago
2000
ACM
IJCAI
1989
14 years 11 months ago
1989
Several published reports show that instancebased learning algorithms yield high classification accuracies and have low storage requirements during supervised learning application...