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ML
1998
ACM
102views Machine Learning» more  ML 1998»
13 years 10 months ago
Statistical Mechanics of Online Learning of Drifting Concepts: A Variational Approach
We review the application of statistical mechanics methods to the study of online learning of a drifting concept in the limit of large systems. The model where a feed-forward netwo...
Renato Vicente, Osame Kinouchi, Nestor Caticha
MONET
1998
94views more  MONET 1998»
13 years 10 months ago
Hierarchically-Organized, Multihop Mobile Wireless Networks for Quality-of-Service Support
MMWN is a modular system of link- and network-layer algorithms that enables a multihop mobile wireless network to support distributed, real-time multimedia applications. In this pa...
Ram Ramanathan, Martha Steenstrup
MVA
2002
13 years 10 months ago
Enhancing Character Recognition by Optimizing Focal Length
This paper proposes to use zooming function of digital cameras for robust character recognition and to control focal length for improving the performance even in dim light conditi...
Takahiko Shimmura, Yoshinao Shiraki, Naoki Mukawa,...
SOFTWARE
2002
13 years 10 months ago
Facing Fault Management as It Is, Aiming for What You Would Like It to Be
Telecommunication systems are built with extensive redundancy and complexity to ensure robustness and quality of service. Such systems requires complex fault identification and man...
Roy Sterritt
TIT
2002
116views more  TIT 2002»
13 years 10 months ago
On delayed prediction of individual sequences
Prediction of individual sequences is investigated for cases in which the decision maker observes a delayed version of the sequence, or is forced to issue his/her predictions a nu...
Marcelo J. Weinberger, Erik Ordentlich