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» Evaluating Adaptive Problem Selection
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LWA
2008
15 years 5 months ago
Towards CoPing with Information Overload
The problem of information overload has been addressed by several systems. However, many approaches are limited to informal artifacts and need to refer to the user for reference o...
Christine Müller
KDD
2002
ACM
138views Data Mining» more  KDD 2002»
16 years 4 months ago
Learning to match and cluster large high-dimensional data sets for data integration
Part of the process of data integration is determining which sets of identifiers refer to the same real-world entities. In integrating databases found on the Web or obtained by us...
William W. Cohen, Jacob Richman
CCGRID
2006
IEEE
15 years 10 months ago
Grid-User Driven Grid Research, The CoBRA Grid
A new multi-purpose LightWeight Grid system (LWG) is introduced, under the acronym CoBRA grid (Computational Basic Reprogrammable Adaptive grid). It provides the functionality gri...
Peter Hellinckx, Gunther Stuer, Wouter Hendrickx, ...
126
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ICANN
2010
Springer
15 years 5 months ago
Reinforcement Learning Based Neural Controllers for Dynamic Processes without Exploration
Abstract. In this paper we present a Reinforcement Learning (RL) approach with the capability to train neural adaptive controllers for complex control problems without expensive on...
Frank-Florian Steege, André Hartmann, Erik ...
MASCOTS
2010
15 years 2 months ago
Exploiting Concurrency to Improve Latency and throughput in a Hybrid Storage System
—This paper considers the problem of how to improve the performance of hybrid storage system employing solid state disks and hard disk drives. We utilize both initial block alloc...
XiaoJian Wu, A. L. Narasimha Reddy