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109
Voted
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
This paper is concerned with the problem of predicting relative performance of classification algorithms. It focusses on methods that use results on small samples and discusses th...
113
Voted
ESWS
2009
Springer
15 years 9 months ago
2009
Springer
We consider the problem of tag prediction in collaborative tagging systems where users share and annotate resources on the Web. We put forward HAMLET, a novel approach to automatic...
125
Voted
ICANN
2009
Springer
15 years 9 months ago
2009
Springer
Abstract. In this paper, we investigate the application of adaptive ensemble models of Extreme Learning Machines (ELMs) to the problem of one-step ahead prediction in (non)stationa...
141
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MIG
2009
Springer
15 years 9 months ago
2009
Springer
We present a new local method for collision avoidance that is based on collision prediction. In our model, each pedestrian predicts possible future collisions with other pedestrian...
149
Voted
ICRA
2008
IEEE
15 years 9 months ago
2008
IEEE
Abstract— This paper focuses on the dribbling control problem of an omnidirectional mobile robot and a rolling ball in the RoboCup Middle Size domain. Because the ball easily sli...