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INTERFACES
2010
232views more  INTERFACES 2010»
13 years 6 months ago
A Bayesian Model for Sales Forecasting at Sun Microsystems
Phillip M. Yelland, Shinji Kim, Renée Strat...
ECML
2006
Springer
13 years 11 months ago
Ensembles of Nearest Neighbor Forecasts
Nearest neighbor forecasting models are attractive with their simplicity and the ability to predict complex nonlinear behavior. They rely on the assumption that observations simila...
Dragomir Yankov, Dennis DeCoste, Eamonn J. Keogh
ECAI
2006
Springer
13 years 10 months ago
Calibrating Probability Density Forecasts with Multi-Objective Search
Abstract. In this paper, we show that the optimization of density forecasting models for regression in machine learning can be formulated as a multi-objective problem. We describe ...
Michael Carney, Padraig Cunningham
ICCS
2001
Springer
14 years 12 days ago
Performance Prediction for Parallel Local Weather Forecast Programs
: Performance modeling for scientific production codes is of interest both for program tuning and for the selection of new machines. An empirical method is used for developing a m...
Wolfgang Joppich, Hermann Mierendorff
ICCS
2005
Springer
14 years 1 months ago
Adaptive Smoothing Neural Networks in Foreign Exchange Rate Forecasting
This study proposes a novel forecasting approach – an adaptive smoothing neural network (ASNN) – to predict foreign exchange rates. In this new model, adaptive smoothing techni...
Lean Yu, Shouyang Wang, Kin Keung Lai