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IDEAL
2005
Springer
14 years 3 months ago
Neural Networks: A Replacement for Gaussian Processes?
Abstract. Gaussian processes have been favourably compared to backpropagation neural networks as a tool for regression. We show that a recurrent neural network can implement exact ...
Matthew Lilley, Marcus R. Frean
ISCA
1997
IEEE
98views Hardware» more  ISCA 1997»
14 years 2 months ago
Prefetching Using Markov Predictors
Prefetching is one approach to reducing the latency of memory operations in modern computer systems. In this paper, we describe the Markov prefetcher. This prefetcher acts as an i...
Doug Joseph, Dirk Grunwald
WSC
2007
14 years 11 days ago
Simulation of passenger check-in at a medium-sized US airport
Delays in the check-in system at an airport vary with times of the day, day of the week, and types of check-in modes chosen by the passengers. Extensive data collection of the che...
Simone Appelt, Rajan Batta, Li Lin, Colin G. Drury
CDC
2008
IEEE
14 years 1 days ago
Informative data: How to get just sufficiently rich?
Prediction error identification requires that data be informative with respect to the chosen model structure. Whereas sufficient conditions for informative experiments have been av...
Michel Gevers, Alexandre S. Bazanella, Ljubisa Mis...
NAACL
2007
13 years 11 months ago
Unsupervised Resolution of Objects and Relations on the Web
The task of identifying synonymous relations and objects, or Synonym Resolution (SR), is critical for high-quality information extraction. The bulk of previous SR work assumed str...
Alexander Yates, Oren Etzioni