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  • Search: subject:"gradient boosted trees"
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Year of publication
Subject
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Forecasting model 9 Prognoseverfahren 9 Artificial intelligence 7 Künstliche Intelligenz 7 Theorie 6 Theory 6 Gradient boosted trees 5 Regression analysis 4 Regressionsanalyse 4 gradient boosted trees 4 Forecast 3 Machine learning 3 Prognose 3 Time series analysis 3 Zeitreihenanalyse 3 Decision tree 2 Entscheidungsbaum 2 Estimation theory 2 Forestry 2 Forstwirtschaft 2 LASSO 2 Liquidity 2 Liquidität 2 Mathematical programming 2 Mathematische Optimierung 2 Neural networks 2 Neuronale Netze 2 Philippinen 2 Philippines 2 Probabilistic forecasting 2 Probability theory 2 Random forests 2 Schätztheorie 2 Wahrscheinlichkeitsrechnung 2 elastic net 2 machine learning 2 nowcasting 2 random forest 2 random forests 2 ridge regression 2
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Online availability
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Undetermined 9 Free 3
Type of publication
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Article 11 Book / Working Paper 1
Type of publication (narrower categories)
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Article in journal 11 Aufsatz in Zeitschrift 11 Arbeitspapier 1 Graue Literatur 1 Non-commercial literature 1 Working Paper 1
Language
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English 12
Author
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Reyes, Juan Rufino M. 2 Adland, Roar 1 Amaral, João Victor Soares do 1 Beatty, Adam S. 1 Bergmeir, Christoph 1 Brito, Flávio de Oliveira 1 Bui, Quang 1 Condylis, Paul 1 Erkkilä, Timo 1 Fontul, Mihail 1 Gasthaus, Jan 1 Godahewa, Rakshitha 1 Hasson, Hilaf 1 Henriques, Elsa 1 Januschowski, Tim 1 Jia, Haiying 1 Krennrich, Gerhard 1 Lainder, A. David 1 Lee, Robert M. 1 Lee, Seong Per 1 Letsios, Dimitrios 1 Long, Xueying 1 Loyer, Jean-Loup 1 Miranda, Rafael de Carvalho 1 Misener, Ruth 1 Mistry, Miten 1 Montevechi, José Arnaldo Barra 1 Nair, Jessy 1 Nair, Manas 1 Nasios, Ioannis 1 Oktavian, Grady 1 Putka, Dan J. 1 Reeder, Matthew C. 1 Santos, Carlos Henrique dos 1 Schmidt, Daniel F. 1 Torkkola, Kari 1 Vogklis, Konstantinos 1 Wang, Yuchen 1 Wang, Yuyang 1 Wiesall, Steve 1
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Published in...
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International journal of forecasting 3 International journal of production economics 2 BSP working paper series 1 INFORMS journal on computing : JOC 1 Journal of decision systems 1 Journal of the Operational Research Society 1 Organizational research methods : ORM 1 The Philippine review of economics : a joint publication of the University of the Philippines, School of Economics and the Philippine Economic Society 1 The energy journal 1
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Source
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ECONIS (ZBW) 12
Showing 1 - 10 of 12
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Scalable probabilistic forecasting in retail with gradient boosted trees : a practitioner's approach
Long, Xueying; Bui, Quang; Oktavian, Grady; Schmidt, … - In: International journal of production economics 279 (2025), pp. 1-15
Persistent link: https://www.econbiz.de/10015371355
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Feature importance analysis using ensemble decision tree models for aspirational luxury purchase intention of young cohorts in emerging markets
Nair, Manas; Nair, Jessy - In: Journal of decision systems 34 (2025) 1, pp. 1-31
Persistent link: https://www.econbiz.de/10015604752
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Adaptive metamodeling-based simulation optimisation
Amaral, João Victor Soares do; Miranda, Rafael de Carvalho - In: Journal of the Operational Research Society 76 (2025) 6, pp. 1156-1176
Persistent link: https://www.econbiz.de/10015551667
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Nowcasting domestic liquidity in the Philippines using machine learning algorithms
Reyes, Juan Rufino M. - 2022
Persistent link: https://www.econbiz.de/10014318727
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Nowcasting domestic liquidity in the Philippines using machine learning algorithms
Reyes, Juan Rufino M. - In: The Philippine review of economics : a joint … 59 (2022) 2, pp. 1-40
Persistent link: https://www.econbiz.de/10014261311
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Forecasting with gradient boosted trees : augmentation, tuning, and cross-validation strategies : winning solution to the M5 uncertainty competition
Lainder, A. David; Wolfinger, Russell D. - In: International journal of forecasting 38 (2022) 4, pp. 1426-1433
Persistent link: https://www.econbiz.de/10014381101
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Blending gradient boosted trees and neural networks for point and probabilistic forecasting of hierarchical time series
Nasios, Ioannis; Vogklis, Konstantinos - In: International journal of forecasting 38 (2022) 4, pp. 1448-1459
Persistent link: https://www.econbiz.de/10014381109
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Forecasting with trees
Januschowski, Tim; Wang, Yuyang; Torkkola, Kari; … - In: International journal of forecasting 38 (2022) 4, pp. 1473-1481
Persistent link: https://www.econbiz.de/10014381127
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Mixed-integer convex nonlinear optimization with gradient-boosted trees embedded
Mistry, Miten; Letsios, Dimitrios; Krennrich, Gerhard; … - In: INFORMS journal on computing : JOC 33 (2021) 3, pp. 1103-1119
Persistent link: https://www.econbiz.de/10012631656
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Global oil export destination prediction : a machine learning approach
Jia, Haiying; Adland, Roar; Wang, Yuchen - In: The energy journal 42 (2021) 4, pp. 133-152
Persistent link: https://www.econbiz.de/10013170572
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