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HUC
2010
Springer
15 years 2 months ago
Beyond context-awareness: context prediction in an industrial application
In this paper, we discuss the benefits of context prediction for an industrial application in open cast mining. The goal of context prediction is not only to recognize the current...
Yong Ding, Hedda Rahel Schmidtke, Michael Beigl
FUNGAMES
2008
15 years 2 months ago
Hypercomputation, Unconsciousness and Entertainment Technology
Recent developments in computer science introduce and discuss new concepts for computation beyond universal Turing machines. Quantum computing relates to new insights in quantum ph...
Matthias Rauterberg
GECCO
2008
Springer
123views Optimization» more  GECCO 2008»
15 years 2 months ago
Hierarchical evolution of linear regressors
We propose an algorithm for function approximation that evolves a set of hierarchical piece-wise linear regressors. The algorithm, named HIRE-Lin, follows the iterative rule learn...
Francesc Teixidó-Navarro, Albert Orriols-Pu...
GECCO
2008
Springer
170views Optimization» more  GECCO 2008»
15 years 2 months ago
Evolving prediction weights using evolution strategy
The evolution strategy is one of the strongest evolutionary algorithms for optimizing real-value vectors. In this paper, we study how to use it for the evolution of prediction wei...
Trung Hau Tran, Cédric Sanza, Yves Duthen
ICML
2010
IEEE
15 years 2 months ago
Feature Selection as a One-Player Game
This paper formalizes Feature Selection as a Reinforcement Learning problem, leading to a provably optimal though intractable selection policy. As a second contribution, this pape...
Romaric Gaudel, Michèle Sebag