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» The Complexity of Forecast Testing
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ECML
2006
Springer
14 years 2 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
IPPS
2010
IEEE
13 years 8 months ago
Performance prediction of weather forecasting software on multicore systems
Performance prediction is valuable in different areas of computing. The popularity of lease-based access to high performance computing resources particularly benefits from accurate...
Javier Delgado, Seyed Masoud Sadjadi, Marion Brigh...
GECCO
2009
Springer
128views Optimization» more  GECCO 2009»
14 years 5 months ago
Neural network ensembles for time series forecasting
This work provides an analysis of using the evolutionary algorithm EPNet to create ensembles of artificial neural networks to solve a range of forecasting tasks. Several previous...
Victor M. Landassuri-Moreno, John A. Bullinaria
CORR
2006
Springer
70views Education» more  CORR 2006»
13 years 11 months ago
Scalable Algorithms for Aggregating Disparate Forecasts of Probability
- In this paper, computational aspects of the panel aggregation problem are addressed. Motivated primarily by applications of risk assessment, an algorithm is developed for aggrega...
Joel B. Predd, Sanjeev R. Kulkarni, Daniel N. Oshe...
ECIS
2004
14 years 8 days ago
Forecasting ERP implementation success - Towards a grounded framework
The continuing soar in popularity when it comes to standardized information systems sold en masse under the labelling of Enterprise Resource Planning (ERP) Systems is somewhat kep...
Johan Magnusson, Andreas Nilsson, Fredrik Carlsson