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152
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ECCV
2008
Springer
16 years 5 months ago
Output Regularized Metric Learning with Side Information
Distance metric learning has been widely investigated in machine learning and information retrieval. In this paper, we study a particular content-based image retrieval application ...
Wei Liu, Steven C. H. Hoi, Jianzhuang Liu
136
Voted
MMM
2009
Springer
186views Multimedia» more  MMM 2009»
15 years 10 months ago
A New Multiple Kernel Approach for Visual Concept Learning
In this paper, we present a novel multiple kernel method to learn the optimal classification function for visual concept. Although many carefully designed kernels have been propose...
Jingjing Yang, Yuanning Li, YongHong Tian, Lingyu ...
128
Voted
GECCO
2005
Springer
139views Optimization» more  GECCO 2005»
15 years 9 months ago
Event-driven learning classifier systems for online soccer games
This paper reports on the application of classifier systems to the acquisition of decision-making algorithms for agents in online soccer games. The objective of this research is t...
Yuji Sato, Ryutaro Kanno
HICSS
2003
IEEE
90views Biometrics» more  HICSS 2003»
15 years 9 months ago
Supporting JIGSAW-Type Collaborative Learning
JIGSAW is a well-known technique for collaborative learning. Students typically use it in a face-to-face setting without computer support. This paper describes a Webbased tool for...
Tania Gallardo, Luis A. Guerrero, César A. ...
TSMC
2008
132views more  TSMC 2008»
15 years 3 months ago
Ensemble Algorithms in Reinforcement Learning
This paper describes several ensemble methods that combine multiple different reinforcement learning (RL) algorithms in a single agent. The aim is to enhance learning speed and fin...
Marco A. Wiering, Hado van Hasselt