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Chapter Given N forecasting models, what to do?
出版 2023“...The logic of this work is inspired by the series of M-Competitions, i.e. the tradition of competitions organized to test the forecasting performances of classical and innovative models. Given N competing models, only one winner is selected. ...”
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Adjustment theory
出版 2025“...The choice of partitioning also affects the algorithmic realization of the solution. In this introductory text the methodology of adjustment is emphasized, although various samples are given to illustrate the theory. ...”
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Robust and Regularized Algorithms for Vehicle Tractive Force Prediction and Mass Estimation
出版 2021“...This work provides novel robust and regularized algorithms for parameter estimation with applications in vehicle tractive force prediction and mass estimation. ...”
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Stability Problems for Stochastic Models: Theory and Applications
出版 2021主題: “...mean-square risk estimate...”
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Chapter Multi-Period Attack-Aware Optical Network Planning under Demand Uncertainty
出版 2021“...The proposed Aa‐RWA algorithm first solves the problem for given traffic demands, and subsequently, the algorithm is enhanced in order to deal with demands under uncertainties. ...”
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Statistical Data Modeling and Machine Learning with Applications
出版 2022“...To one degree or another, all of these techniques and algorithms originate from a rigorous mathematical basis, including probability theory and mathematical statistics, operational research, mathematical analysis, numerical methods, etc. ...”
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