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GECCO
2008
Springer
133views Optimization» more  GECCO 2008»
15 years 8 months ago
Using feature-based fitness evaluation in symbolic regression with added noise
Symbolic regression is a popular genetic programming (GP) application. Typically, the fitness function for this task is based on a sum-of-errors, involving the values of the depe...
Janine H. Imada, Brian J. Ross
GIR
2008
ACM
15 years 8 months ago
Map-based vs. knowledge-based toponym disambiguation
Toponym Disambiguation, i.e. the task of assigning to place name their correct reference in the world, is getting more attention from many researchers. Many methods have been prop...
Davide Buscaldi, Paolo Rosso
ICML
2010
IEEE
15 years 7 months ago
Online Streaming Feature Selection
We study an interesting and challenging problem, online streaming feature selection, in which the size of the feature set is unknown, and not all features are available for learni...
Xindong Wu, Kui Yu, Hao Wang, Wei Ding
175
Voted
ICML
2010
IEEE
15 years 7 months ago
Nonparametric Return Distribution Approximation for Reinforcement Learning
Standard Reinforcement Learning (RL) aims to optimize decision-making rules in terms of the expected return. However, especially for risk-management purposes, other criteria such ...
Tetsuro Morimura, Masashi Sugiyama, Hisashi Kashim...
172
Voted
MM
2010
ACM
159views Multimedia» more  MM 2010»
15 years 7 months ago
NudgeCam: toward targeted, higher quality media capture
NudgeCam is a mobile application that can help users capture more relevant, higher quality media. To guide users to capture media more relevant to a particular project, thirdparty...
Scott Carter, John Adcock, John Doherty, Stacy M. ...
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