Peter Nystrup (Former)

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2021
Mark Heat load forecasting using adaptive temporal hierarchies
Bergsteinsson, Hjörleifur G. ; Møller, Jan Kloppenborg ; Nystrup, Peter ^LU ; Pálsson, Ólafur Pétur ; Guericke, Daniela and Madsen, Henrik (2021) In Applied Energy 292.
- Contribution to journal › Article
Mark Dimensionality reduction in forecasting with temporal hierarchies
Nystrup, Peter ^LU ; Lindström, Erik ^LU ; Møller, Jan K. and Madsen, Henrik (2021) In International Journal of Forecasting 37(3). p.1127-1146
- Contribution to journal › Article
Mark Feature selection in jump models
Nystrup, Peter ^LU ; Kolm, Petter N. and Lindström, Erik ^LU (2021) In Expert Systems with Applications 184.
- Contribution to journal › Article
2020
Mark Learning hidden Markov models with persistent states by penalizing jumps
Nystrup, Peter ^LU ; Lindström, Erik ^LU and Madsen, Henrik (2020) In Expert Systems with Applications 150.
- Contribution to journal › Article
Mark Hyperparameter Optimization for Portfolio Selection
Nystrup, Peter ^LU ; Lindström, Erik ^LU and Henrik, Madsen (2020) In The Journal of Financial Data Science 2(2).
- Contribution to journal › Article
Mark Temporal hierarchies with autocorrelation for load forecasting
Nystrup, Peter ^LU ; Lindström, Erik ^LU ; Pinson, Pierre and Madsen, Henrik (2020) In European Journal of Operational Research 280(3). p.876-888
- Contribution to journal › Article
Mark Greedy Online Classification of Persistent Market States Using Realized Intraday Volatility Features
Nystrup, Peter ^LU ; N. Kolm, Petter and Lindström, Erik ^LU (2020) In The Journal of Financial Data Science 2(3). p.25-39
- Contribution to journal › Article
2019
Mark Temporal hierarchies with autocorrelation for load forecasting
Nystrup, Peter ^LU ; Lindström, Erik ^LU ; Madsen, Henrik and Pinson, Pierre (2019) International Symposium on Forecasting, 2019
- Contribution to conference › Abstract