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139
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IJCNN
2006
IEEE
15 years 11 months ago
An Adaptive Penalty-Based Learning Extension for Backpropagation and its Variants
Abstract— Over the years, many improvements and refinements of the backpropagation learning algorithm have been reported. In this paper, a new adaptive penalty-based learning ex...
Boris Jansen, Kenji Nakayama
140
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JUCS
2008
129views more  JUCS 2008»
15 years 5 months ago
The Remote Control Approach - An Architecture for Adaptive Scripting across Collaborative Learning Environments
: In this article we present an architecture for the integration of tutoring approaches and process scaffolds into existing collaborative applications. The architecture allows to c...
Andreas Harrer, Nils Malzahn, Astrid Wichmann
KAIS
2000
106views more  KAIS 2000»
15 years 4 months ago
FANNC: A Fast Adaptive Neural Network Classifier
In this paper, a fast adaptive neural network classifier named FANNC is proposed. FANNC exploits the advantages of both adaptive resonance theory and field theory. It needs only on...
Zhi-Hua Zhou, Shifu Chen, Zhaoqian Chen
124
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PRIMA
2009
Springer
15 years 11 months ago
Recursive Adaptation of Stepsize Parameter for Non-stationary Environments
In this article, we propose a method to adapt stepsize parameters used in reinforcement learning for dynamic environments. In general reinforcement learning situations, a stepsize...
Itsuki Noda
CSMR
2007
IEEE
15 years 11 months ago
A Feature-Oriented Adaptive Component Model for Dynamic Evolution
Dynamic adaptation has been an essential requirement for more and more business systems. Some research works have focused on the structural or behavioral changes of adaptive progr...
Xin Peng, Yijian Wu, Wenyun Zhao