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PKDD
2010
Springer
152views Data Mining» more  PKDD 2010»
15 years 3 months ago
Online Knowledge-Based Support Vector Machines
Prior knowledge, in the form of simple advice rules, can greatly speed up convergence in learning algorithms. Online learning methods predict the label of the current point and the...
Gautam Kunapuli, Kristin P. Bennett, Amina Shabbee...
160
Voted
SAGT
2010
Springer
202views Game Theory» more  SAGT 2010»
15 years 3 months ago
Computing Stable Outcomes in Hedonic Games
We study the computational complexity of finding stable outcomes in symmetric additively-separable hedonic games. These coalition formation games are specified by an undirected e...
Martin Gairing, Rahul Savani
122
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TCOM
2010
83views more  TCOM 2010»
15 years 2 months ago
Average power reduction for MSM optical signals via sparsity and uncertainty principle
Multiple subcarrier modulation is an appealing scheme for high-data rate optical communication. However a major drawback is its low average power efficiency. While subcarrier res...
Jovana Ilic, Thomas Strohmer
ICMLA
2010
15 years 1 months ago
Incremental Learning of Relational Action Rules
Abstract--In the Relational Reinforcement learning framework, we propose an algorithm that learns an action model allowing to predict the resulting state of each action in any give...
Christophe Rodrigues, Pierre Gérard, C&eacu...
CDC
2010
IEEE
151views Control Systems» more  CDC 2010»
14 years 11 months ago
Input output analysis of power control in wireless networks
In a wireless communication network different users share a common resource. An objective of radio resource management is to assign the resources in an effective way between the us...
Anders Moller, Ulf T. Jönsson