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IDEAL
2005
Springer
15 years 12 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
IWANN
2005
Springer
15 years 12 months ago
Input Selection for Long-Term Prediction of Time Series
Prediction of time series is an important problem in many areas of science and engineering. Extending the horizon of predictions further to the future is the challenging and diffic...
Jarkko Tikka, Jaakko Hollmén, Amaury Lendas...
NOLISP
2005
Springer
15 years 12 months ago
Advanced Methods for Glottal Wave Extraction
Abstract. Glottal inverse filtering is a technique used to derive the glottal waveform during voiced speech. Closed phase inverse filtering (CPIF) is a common approach for achiev...
Jacqueline Walker, Peter J. Murphy
VLDB
2005
ACM
109views Database» more  VLDB 2005»
15 years 12 months ago
Parallel Execution of Test Runs for Database Application Systems
In a recent paper [8], it was shown how tests for database application systems can be executed efficiently. The challenge was to control the state of the database during testing ...
Florian Haftmann, Donald Kossmann, Eric Lo
ADC
2004
Springer
147views Database» more  ADC 2004»
15 years 12 months ago
Clustering Moving Objects for Spatio-temporal Selectivity Estimation
Many spatio-temporal applications involve managing and querying moving objects. In such an environment, predictive spatio-temporal queries become an important query class to be pr...
Qing Zhang, Xuemin Lin