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ESANN
2001
15 years 8 months ago
Transfer functions: hidden possibilities for better neural networks
Abstract. Sigmoidal or radial transfer functions do not guarantee the best generalization nor fast learning of neural networks. Families of parameterized transfer functions provide...
Wlodzislaw Duch, Norbert Jankowski
RIAO
2004
15 years 7 months ago
Selective Combination of Evidence for Topic Distillation using Document and Aggregate-level Information
The combination of evidence for Information Retrieval has been studied extensively in order to increase effectiveness. In this paper, we study the selective application of differe...
Vassilis Plachouras, Iadh Ounis, Fidel Cacheda
IJCAI
2003
15 years 7 months ago
Multiple-Goal Reinforcement Learning with Modular Sarsa(0)
We present a new algorithm, GM-Sarsa(0), for finding approximate solutions to multiple-goal reinforcement learning problems that are modeled as composite Markov decision processe...
Nathan Sprague, Dana H. Ballard
WSC
2004
15 years 7 months ago
Easy-SC: A Supply Chain Simulation Tool
To assist the decision makers, we develop a new supply chain simulation software: Easy-SC, a Java-based tool that simplifies the supply chain simulation. In its current state of d...
Juqi Liu, Wei Wang, Yueting Chai, Yi Liu
WSC
2004
15 years 7 months ago
Investigation of Error Rates When Controlling Multiple Uninhabited Combat Aerial Vehicles
As systems become more and more complex the use of automation tools becomes more important. Although automation is introduced to reduce human workload, improve situational awarene...
Sasanka V. Prabhala, Jennie J. Gallimore