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  • Search: subject:"Machine learning"
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Year of publication
Subject
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Artificial intelligence 5,849 Künstliche Intelligenz 5,826 Machine learning 2,714 machine learning 2,705 Forecasting model 1,860 Prognoseverfahren 1,860 Theorie 1,239 Theory 1,237 Machine Learning 823 Algorithm 595 Algorithmus 594 Neural networks 555 Neuronale Netze 545 Learning process 468 Lernprozess 468 Big Data 404 Big data 396 Data Mining 389 Data mining 384 Portfolio selection 289 Portfolio-Management 289 Consumer behaviour 288 Konsumentenverhalten 288 Prognose 264 Forecast 261 Learning 247 Lernen 247 artificial intelligence 247 Classification 241 Regression analysis 228 Regressionsanalyse 225 Risk management 222 Risikomanagement 221 Social Web 219 Social web 219 Klassifikation 215 Credit risk 209 Kreditrisiko 202 Mathematical programming 200 Mathematische Optimierung 199
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Online availability
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Undetermined 3,680 Free 3,460 CC license 714
Type of publication
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Article 5,523 Book / Working Paper 1,870 Other 28
Type of publication (narrower categories)
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Article in journal 4,584 Aufsatz in Zeitschrift 4,584 Working Paper 1,396 Graue Literatur 1,115 Non-commercial literature 1,115 Arbeitspapier 1,032 Article 446 Aufsatz im Buch 174 Book section 174 Aufsatzsammlung 109 research-article 95 Hochschulschrift 88 Conference paper 43 Konferenzbeitrag 43 Konferenzschrift 30 Conference Paper 19 Thesis 14 Collection of articles of several authors 11 Sammelwerk 11 Collection of articles written by one author 8 Sammlung 8 review 7 review-article 7 Handbook 6 Handbuch 6 Research Report 6 technical-paper 5 Preprint 4 Festschrift 3 Lehrbuch 3 viewpoint 3 Amtliche Publikation 2 Amtsdruckschrift 2 Bibliografie enthalten 2 Bibliography included 2 Dissertation u.a. Prüfungsschriften 2 Fallstudiensammlung 2 Government document 2 case-report 2 Audio- / visual Ressource 1
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Language
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English 7,117 Undetermined 133 German 123 Spanish 26 French 11 Portuguese 6 Italian 3 Romanian 1 Chinese 1
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Author
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Lechner, Michael 43 Knaus, Michael C. 22 Chernozhukov, Victor 21 Gupta, Rangan 18 Valente, Marica 18 Papadimitriou, Theophilos 17 Plakandaras, Vasilios 17 Ullrich, Hannes 17 Strittmatter, Anthony 15 Ślepaczuk, Robert 15 Alonso, Andrés 14 Brunori, Paolo 14 Goller, Daniel 14 Hinz, Oliver 14 Lessmann, Stefan 14 Lodi, Andrea 14 Bertsimas, Dimitris 13 Fernández-Villaverde, Jesús 13 Ribers, Michael 13 Andres, Maximilian 12 Brintrup, Alexandra 12 Cajias, Marcelo 12 Carbó, José Manuel 12 Chlebus, Marcin 12 Davillas, Apostolos 12 Gkonkas, Periklēs 12 Gründler, Klaus 12 Jones, Andrew M. 12 Newey, Whitney K. 12 Vasarhelyi, Miklos A. 12 Bollens, Joost 11 Cockx, Bart 11 Goulet Coulombe, Philippe 11 Kräussl, Roman 11 Larsen, Vegard Høghaug 11 Pornsit Jiraporn 11 Rauh, Christopher 11 Schnaubelt, Matthias 11 Thorsrud, Leif Anders 11 Aparicio, Juan 10
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Institution
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National Bureau of Economic Research 5 Erasmus Research Institute of Management (ERIM), Erasmus Universiteit Rotterdam 4 Logos Verlag Berlin 4 Verlag Dr. Kovač 4 Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam. 3 Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 3 Springer Fachmedien Wiesbaden 3 AFRICOMM <16., 2024, Abidjan> 2 American Association for Artificial Intelligence 2 Carl Hanser Verlag 2 Department of Economics, Democritus University of Thrace 2 Edward Elgar Publishing 2 Fraunhofer IRB-Verlag 2 IGI Global 2 Institut für Finanzstabilität 2 International Conference on Computational Intelligence in Communications and Business Analytics <6., 2024, Patna> 2 Provozně ekonomická fakulta, Mendelova Univerzita v Brnĕ 2 Society for Computational Economics - SCE 2 Technische Universität Braunschweig 2 Universität Mannheim 2 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 2 Walter de Gruyter GmbH & Co. KG 2 Agricultural Land Markets - Efficiency and Regulation 1 Books on Demand GmbH <Norderstedt> 1 Center for Biological and Computational Learning 1 Conference on Computational Learning Theory <13, 2000, Palo Alto, Calif.> 1 Conference on Computational Learning Theory <8, 1995, Santa Cruz, Calif.> 1 Department of Economics and Related Studies, University of York 1 Department of Economics, Faculty of Economic and Management Sciences 1 Department of Social and Decision Sciences, Carnegie Mellon University 1 Dipartimento di Ingegneria Informatica, Automatica e Gestionale "Antonio Ruberti", Facoltà di Ingegneria dell'Informazione Informatica e Statistica 1 Dipartimento di Management, Università Ca' Foscari Venezia 1 ECML <10, 1998, Chemnitz> 1 EnviroInfo <Veranstaltung> <38., 2024, Kairo> 1 Erasmus University Rotterdam, Econometric Institute 1 Eric Cuvillier <Firma> 1 Faculteit Economie en Bedrijfskunde, Universiteit Gent 1 Faculteit der Economische Wetenschappen, Erasmus Universiteit Rotterdam 1 Fraunhofer-Institut für Arbeitswirtschaft und Organisation 1 Fraunhofer-Institut für Techno- und Wirtschaftsmathematik 1
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Published in...
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European journal of operational research : EJOR 112 International journal of production research 99 Finance research letters 89 Risks : open access journal 75 International journal of forecasting 72 Technological forecasting & social change : an international journal 67 Management science : journal of the Institute for Operations Research and the Management Sciences 66 Discussion paper series / IZA 64 Computational economics 63 IZA Discussion Papers 62 Journal of forecasting 61 Operations research 60 Journal of business research : JBR 57 Discussion papers / CEPR 53 CESifo working papers 48 CESifo Working Paper 44 Journal of Risk and Financial Management 43 Journal of risk and financial management : JRFM 43 Energy economics 39 Working paper 38 Quantitative finance 36 Risks 36 Discussion paper 34 Marketing science 34 Working papers 34 Computers & operations research : and their applications to problems of world concern ; an international journal 32 International review of financial analysis 29 Journal of Intelligent Manufacturing 28 Logistics 28 Health care management science : a new journal serving the international health care management community 27 International journal of production economics 27 Journal of the Operational Research Society 27 Pacific-Basin finance journal 27 Socio-economic planning sciences : the international journal of public sector decision-making 27 Financial innovation : FIN 26 Research in international business and finance 26 The Journal of finance and data science : JFDS 26 Transportation research : an international journal 26 Journal of open innovation : technology, market, and complexity 25 Springer eBook Collection 25
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Source
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ECONIS (ZBW) 6,161 EconStor 850 Other ZBW resources 224 RePEc 130 BASE 39 USB Cologne (EcoSocSci) 17
Showing 1 - 10 of 7,421
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Forecasting inflation with the hedged random forest
Beck, Elliot; Wolf, Michael - 2025
Persistent link: https://www.econbiz.de/10015437163
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A comparative assessment of causal machine learning and traditional methods for enhancing supply chain resiliency and efficiency in the automotive industry
Gupta, Ishansh; Martinez, Adriana; Correa, Sergio; … - In: Supply chain analytics 10 (2025), pp. 1-17
comparative analysis of decision-making strategies for supplier escalation, evaluating causal machine learning (CML), traditional … machine learning (ML), and current escalation practices in a leading German automotive company. The study employs an …
Persistent link: https://www.econbiz.de/10015445368
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Causal machine learning for supply chain risk prediction and intervention planning
Wyrembek, Mateusz; Baryannis, George; Brintrup, Alexandra - In: International journal of production research 63 (2025) 15, pp. 5629-5648
Persistent link: https://www.econbiz.de/10015467920
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Bridging analytics and policy : AI-enabled dynamic line rating and large language model-assisted recommendations to optimize power sector planning and operation
Sayed-Mouchaweh, Moamar - 2025
Persistent link: https://www.econbiz.de/10015481615
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Corporate cash policy and double machine learning
Movaghari, Hadi; Tsoukas, Serafeim; Vagenas-Nanos, Evangelos - In: International journal of finance & economics : IJFE 30 (2025) 3, pp. 3261-3279
Persistent link: https://www.econbiz.de/10015482611
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Prognose der Abgabequote von Einkommensteuererklärungen bei Rentnerinnen und Rentnern: Machbarkeitsstudie zur Beschleunigung der Veröffentlichung von statistischen Ergebnissen mitt...
Moritz, Steffen; Wiynck, Frederik; Wiebels, Johannes - In: WISTA - Wirtschaft und Statistik 76 (2024) 2, pp. 83-96
Statistische Bundesamt hat in einer Machbarkeitsstudie untersucht, ob Machine-Learning-Modelle geeignet sind, um Daten der … much earlier. The Federal Statistical Office conducted a feasibility study to examine whether machine learning models are …
Persistent link: https://www.econbiz.de/10014526875
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Connecting algorithmic fairness to quality dimensions in machine learning in official statistics and survey production
Schenk, Patrick Oliver; Kern, Christoph - In: AStA Wirtschafts- und Sozialstatistisches Archiv 18 (2024) 2, pp. 131-184
National Statistical Organizations (NSOs) increasingly draw on Machine Learning (ML) to improve the timeliness and cost … machine learning. Little to no prior knowledge of ML, fairness, and quality dimensions in official statistics is required as …
Persistent link: https://www.econbiz.de/10015375314
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Machine learning style rotation – evidence from the Johannesburg Stock Exchange
Page, Daniel; McClelland, David; Auret, Christo - In: Cogent Economics & Finance 12 (2024) 1, pp. 1-15
-based machine learning ('ML') algorithms (advanced predictors), namely Random Forest, XGBoost and LightGBM. Additionally, the study … insignificant. This study considers the application of machine learning ("ML") for style rotation. The results indicate that ML …
Persistent link: https://www.econbiz.de/10015426112
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On the information content of explainable artificial intelligence for quantitative approaches in finance
Berger, Theo - In: OR Spectrum 47 (2024) 1, pp. 177-203
We simulate economic data to apply state-of-the-art machine learning algorithms and analyze the economic precision of …
Persistent link: https://www.econbiz.de/10015436212
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Foreign direct investment and local interpretable model-agnostic explanations: A rational framework for FDI decision making
Singh, Devesh - In: Journal of Economics, Finance and Administrative Science 29 (2024) 57, pp. 98-120
machine learning (IML), decision trees and three-stage least squares simultaneous equation methods for FDI inflow in Western … for FDI inflow. Additionally, this study shows that machine learning (ML) models can perform better than conventional …
Persistent link: https://www.econbiz.de/10014516432
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