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  • Search: subject:"statistical machine learning"
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Year of publication
Subject
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Künstliche Intelligenz 4 Artificial intelligence 3 Claim size 2 Regression 2 Robustes Verfahren 2 Statistical Machine Learning 2 Statistical machine learning 2 Theorie 2 empirical validation 2 insurance tariff 2 logistic regression 2 statistical machine learning 2 support vector regression 2 surrogate modelling 2 Agent-based modeling 1 Agentenbasierte Modellierung 1 Data Mining 1 Data-driven optimization 1 Electric vehicle 1 Elektrofahrzeug 1 Green transition 1 Green transportation 1 Intelligent optimization 1 Intelligent relaxation 1 Kraftfahrtversicherung 1 ML in SCLM 1 ML-based covering problems 1 Mathematical programming 1 Mathematische Optimierung 1 Modellierung 1 Nachhaltige Mobilität 1 Regression analysis 1 Regressionsanalyse 1 Robust statistics 1 Scientific modelling 1 Simulation 1 Statistical method 1 Statistical-machine-learning-based intelligent optimization 1 Statistik 1 Statistische Methode 1
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Online availability
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Free 7 CC license 1
Type of publication
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Book / Working Paper 6 Article 1
Type of publication (narrower categories)
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Working Paper 5 Arbeitspapier 2 Graue Literatur 2 Non-commercial literature 2 Article in journal 1 Aufsatz in Zeitschrift 1
Language
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English 7
Author
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Christmann, Andreas 4 Barde, Sylvian 2 Marin-Galiano, Marcos 2 Erdebilli, Babek 1 Hoog, Sander van der 1 van der Hoog, Sander 1 Özşahin, Selcen Gülsüm Aslan 1
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Institution
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Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 1
Published in...
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Technical Report 2 Discussion papers / University of Kent, School of Economics 1 EURO journal on transportation and logistics 1 School of Economics Discussion Papers 1 Technical Reports / Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 1 Technical report / Sonderforschungsbereich 475 Komplexitätsreduktion in Multivariaten Datenstrukturen, Universität Dortmund 1
Source
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ECONIS (ZBW) 3 EconStor 3 RePEc 1
Showing 1 - 7 of 7
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Statistical-machine-learning-based intelligent relaxation for set-covering location models to identify locations of charging stations for electric vehicles
Özşahin, Selcen Gülsüm Aslan; Erdebilli, Babek - In: EURO journal on transportation and logistics 12 (2023), pp. 1-10
-covering location models with statistical machine learning and developed it for the problem settings of identifying electric …-vehicle-charging station locations. Statistical machine learning was employed in the proposed model to more precisely identify and determine …
Persistent link: https://www.econbiz.de/10014518072
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An empirical validation protocol for large-scale agent-based models
Barde, Sylvian; van der Hoog, Sander - 2017
sample set. In our opinion, this is a strong indication that the method we propose could provide a viable statistical machine … learning technique for the empirical validation of (large-scale) ABMs. …
Persistent link: https://www.econbiz.de/10011943082
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An empirical validation protocol for large-scale agent-based models
Barde, Sylvian; Hoog, Sander van der - 2017
sample set. In our opinion, this is a strong indication that the method we propose could provide a viable statistical machine … learning technique for the empirical validation of (large-scale) ABMs. …
Persistent link: https://www.econbiz.de/10011689008
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Insurance: an R-Program to Model Insurance Data
Marin-Galiano, Marcos; Christmann, Andreas - 2004
[epsilon]-support vector regression from modern statistical machine learning. …
Persistent link: https://www.econbiz.de/10010296633
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Regression depth and support vector machine
Christmann, Andreas - 2004
binary regression. Vapnik?s convex risk minimization principle [Vap98] has a dominating role in statistical machine learning …
Persistent link: https://www.econbiz.de/10010296638
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Insurance: an R-Program to Model Insurance Data
Marin-Galiano, Marcos; Christmann, Andreas - Institut für Wirtschafts- und Sozialstatistik, … - 2004
[epsilon]-support vector regression from modern statistical machine learning. …
Persistent link: https://www.econbiz.de/10009216864
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Cover Image
Regression depth and support vector machine
Christmann, Andreas (contributor) - 2004 - [Elektronische Ressource]
Persistent link: https://www.econbiz.de/10002364123
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