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  • Search: subject:"Gradient boosting"
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Year of publication
Subject
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Artificial intelligence 85 Künstliche Intelligenz 85 Forecasting model 81 Prognoseverfahren 81 gradient boosting 48 Theorie 42 Theory 42 Gradient boosting 37 machine learning 37 Machine learning 31 Neural networks 25 Neuronale Netze 25 Insolvency 16 Insolvenz 16 random forest 15 Random forest 14 Regression analysis 14 Regressionsanalyse 14 Credit rating 11 Decision tree 11 Entscheidungsbaum 11 Kreditwürdigkeit 11 Algorithm 9 Algorithmus 9 Capital income 9 Credit risk 9 Extreme gradient boosting 9 Kapitaleinkommen 9 Kreditrisiko 9 random forests 9 Data Mining 7 Data mining 7 Mustererkennung 7 Pattern recognition 7 deep learning 7 Estimation theory 6 Gradient boosting machines 6 Learning process 6 Lernprozess 6 Portfolio selection 6
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Online availability
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Undetermined 87 Free 73 CC license 20
Type of publication
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Article 131 Book / Working Paper 34
Type of publication (narrower categories)
All
Article in journal 114 Aufsatz in Zeitschrift 114 Working Paper 29 Graue Literatur 23 Non-commercial literature 23 Arbeitspapier 22 Article 9 research-article 3 Aufsatz im Buch 1 Book section 1 Collection of articles written by one author 1 Hochschulschrift 1 Sammlung 1
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Language
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English 154 Undetermined 8 Spanish 2 French 1
Author
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Bourassa, Steven C. 5 Hoesli, Martin 5 Mayer, Michael 5 Scognamiglio, Donato 4 Simon, Thorsten 4 Umlauf, Nikolaus 4 Zeileis, Achim 4 Carmona, Pedro 3 Do, Xuan Anh 3 Grebenar, Tomislav 3 Hrbić, Rajka 3 Huck, Nicolas 3 Jones, Stewart 3 Krauss, Christopher 3 Melsom, Borger 3 Vennerød, Christian Bakke 3 Westgaard, Sjur 3 Ben Taieb, Souhaib 2 Berndt, Mihály 2 Brédart, Xavier 2 Burger, Csaba 2 DeMiguel, Victor 2 Denuit, Michel 2 Duval, Francis 2 Fabsic, Peter 2 Ghosh, Indranil 2 Gil-Bazo, Javier 2 Hyndman, Rob J. 2 Jaquart, Patrick 2 Jiang, Ping 2 Kagie, M. 2 Kagie, Martijn 2 Kumar, Pradeep 2 Lange, Petter Eilif de 2 Lee, Simon CK 2 Levantesi, Susanna 2 Lextrait, Bastien 2 Liu, Jiaming 2 Liu, Zhenkun 2 Lloyd, James Robert 2
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Institution
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Erasmus University Rotterdam, Econometric Institute 2 Faculteit der Economische Wetenschappen, Erasmus Universiteit Rotterdam 2
Published in...
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Computational economics 6 European journal of operational research : EJOR 6 International journal of forecasting 6 Journal of Risk and Financial Management 6 Journal of risk and financial management : JRFM 6 Risks : open access journal 6 Journal of forecasting 5 Research paper series / Swiss Finance Institute 4 Finance research letters 3 Scandinavian actuarial journal 3 The Journal of finance and data science : JFDS 3 Transportation research / E : an international journal 3 Applied economics 2 Decision analytics journal 2 Econometric Institute Report 2 Econometric Institute Research Papers 2 Energy economics 2 INFORMS journal on applied analytics 2 International Journal of Energy Economics and Policy : IJEEP 2 International Journal of Forecasting 2 Journal of air transport management : a new international journal of research, policy and practice 2 Journal of business research : JBR 2 Risks 2 The journal of credit risk : published quarterly by Incisive Media 2 Working Papers in Economics and Statistics 2 Working papers in economics and statistics 2 ASTIN bulletin : the journal of the International Actuarial Association 1 AStA Advances in Statistical Analysis 1 Abacus : a journal of accounting, finance and business studies 1 Academia : revista Latinoamericana de administración 1 Accounting Research Journal 1 Advances in business and management forecasting 1 Analytics Enabled Decision Making 1 Asia-Pacific journal of financial studies 1 Barcelona GSE working paper series : working paper 1 Benchmarking : an international journal 1 CREATES research paper 1 Computational Management Science : CMS 1 Corporate governance : international journal of business in society 1 Discussion paper 1
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Source
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ECONIS (ZBW) 138 EconStor 16 RePEc 8 Other ZBW resources 3
Showing 151 - 160 of 165
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Corporate bankruptcy prediction : a high dimensional analysis
Jones, Stewart - In: Review of accounting studies 22 (2017) 3, pp. 1366-1422
Persistent link: https://www.econbiz.de/10011743315
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Regularised gradient boosting for financial time-series modelling
Agapitos, Alexandros; Brabazon, Anthony; O'Neill, Michael - In: Computational Management Science : CMS 14 (2017) 3, pp. 367-391
Persistent link: https://www.econbiz.de/10011710842
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A semi-empirical approach using gradient boosting and kk-nearest neighbors regression for GEFCom2014 probabilistic solar power forecasting
Huang, Jing; Perry, Matthew - In: International journal of forecasting 32 (2016) 3, pp. 1081-1086
Persistent link: https://www.econbiz.de/10011622043
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GEFCom2014 : probabilistic solar and wind power forecasting using a generalized additive tree ensemble approach
Nagy, Gábor I.; Barta, Gergő; Kazi, Sándor; … - In: International journal of forecasting 32 (2016) 3, pp. 1087-1093
Persistent link: https://www.econbiz.de/10011622053
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Estimating credit risk parameters using ensemble learning methods : an empirical study on loss given default
Sun, Han Sheng; Jin, Zi - In: The journal of credit risk : published quarterly by … 12 (2016) 3, pp. 43-69
Persistent link: https://www.econbiz.de/10011643773
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Proactive vehicle routing with inferred demand to solve the bikesharing rebalancing problem
Regue, Robert; Recker, Will - In: Transportation Research Part E: Logistics and … 72 (2014) C, pp. 192-209
Bikesharing suffers from the effects of fluctuating demand that leads to system inefficiencies. We propose a framework to solve the dynamic bikesharing repositioning problem based on four core models: a demand forecasting model, a station inventory model, a redistribution needs model, and a...
Persistent link: https://www.econbiz.de/10011116991
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A gradient boosting approach to the Kaggle load forecasting competition
Ben Taieb, Souhaib; Hyndman, Rob J. - In: International Journal of Forecasting 30 (2014) 2, pp. 382-394
each hourly period, with component-wise gradient boosting for estimating each model using univariate penalised regression …
Persistent link: https://www.econbiz.de/10010753456
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GEFCom2012 hierarchical load forecasting: Gradient boosting machines and Gaussian processes
Lloyd, James Robert - In: International Journal of Forecasting 30 (2014) 2, pp. 369-374
Global Energy Forecasting Competition 2012 hosted on Kaggle. The methods described (gradient boosting machines and Gaussian …
Persistent link: https://www.econbiz.de/10010753466
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Proactive vehicle routing with inferred demand to solve the bikesharing rebalancing problem
Regue, Robert; Recker, Will - In: Transportation research / E : an international journal 72 (2014), pp. 192-209
Persistent link: https://www.econbiz.de/10010466659
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A gradient boosting approach to the Kaggle load forecasting competition
Ben Taieb, Souhaib; Hyndman, Rob J. - In: International journal of forecasting 30 (2014) 2, pp. 382-394
Persistent link: https://www.econbiz.de/10010510897
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