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  • Search: subject_exact:"Machine learning"
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Year of publication
Subject
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Artificial intelligence 5,442 Künstliche Intelligenz 5,419 Machine learning 2,988 machine learning 2,839 Forecasting model 1,766 Prognoseverfahren 1,766 Theorie 1,110 Theory 1,109 Machine Learning 876 Neural networks 535 Neuronale Netze 524 Algorithm 499 Algorithmus 498 Learning process 434 Lernprozess 434 Big Data 394 Big data 386 Data Mining 368 Data mining 366 Consumer behaviour 264 Konsumentenverhalten 264 Portfolio selection 264 Portfolio-Management 264 Prognose 259 Forecast 257 artificial intelligence 244 Learning 231 Lernen 231 Classification 220 Risikomanagement 216 Risk management 215 Maschinelles Lernen 213 Social Web 207 Social web 207 Regression analysis 203 Regressionsanalyse 200 Klassifikation 198 Credit risk 192 Supply chain 192 Capital income 190
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Online availability
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Undetermined 3,402 Free 3,209 CC license 675
Type of publication
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Article 5,089 Book / Working Paper 1,748 Other 28
Type of publication (narrower categories)
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Article in journal 4,215 Aufsatz in Zeitschrift 4,215 Working Paper 1,278 Graue Literatur 1,028 Non-commercial literature 1,028 Arbeitspapier 951 Article 415 Aufsatz im Buch 171 Book section 171 Aufsatzsammlung 114 Hochschulschrift 87 research-article 87 Conference paper 50 Konferenzbeitrag 50 Konferenzschrift 34 Conference Paper 18 Thesis 14 Collection of articles of several authors 9 Sammelwerk 9 Collection of articles written by one author 7 Sammlung 7 Handbook 6 Handbuch 6 review-article 6 Lehrbuch 5 Research Report 5 review 5 Preprint 4 technical-paper 4 Festschrift 3 viewpoint 3 Amtliche Publikation 2 Amtsdruckschrift 2 Bibliografie enthalten 2 Bibliography included 2 Dissertation u.a. Prüfungsschriften 2 Fallstudiensammlung 2 Government document 2 Audio- / visual Ressource 1 Ausstellungskatalog 1
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Language
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English 6,573 Undetermined 124 German 119 Spanish 28 French 10 Portuguese 6 Italian 3 Romanian 1 Chinese 1
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Author
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Brunori, Paolo 19 Gupta, Rangan 19 Papadimitriou, Theophilos 18 Plakandaras, Vasilios 17 Ullrich, Hannes 17 Alonso, Andrés 16 Valente, Marica 15 Ślepaczuk, Robert 15 Chernozhukov, Victor 14 Gkonkas, Periklēs 14 Lodi, Andrea 14 Carbó, José Manuel 13 Ribers, Michael 13 Andres, Maximilian 12 Bertsimas, Dimitris 12 Brintrup, Alexandra 12 Chlebus, Marcin 12 Gründler, Klaus 12 Hinz, Oliver 12 Piasenti, Stefano 12 Pornsit Jiraporn 12 Vasarhelyi, Miklos A. 12 Fernández-Villaverde, Jesús 11 Goulet Coulombe, Philippe 11 Grajzl, Peter 11 Kräussl, Roman 11 Larsen, Vegard Høghaug 11 Lessmann, Stefan 11 Murrell, Peter 11 Rauh, Christopher 11 Schnaubelt, Matthias 11 Thorsrud, Leif Anders 11 Cajias, Marcelo 10 Fossen, Frank M. 10 Friedrichsen, Jana 10 Hull, Isaiah 10 Kelly, Bryan T. 10 Krauss, Christopher 10 Krieger, Tommy 10 Pfeifer, Gregor 10
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Institution
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National Bureau of Economic Research 9 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 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 Eric Cuvillier <Firma> 2 Fraunhofer IRB-Verlag 2 IGI Global 2 Institut für Finanzstabilität 2 Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 2 International Conference on Computational Intelligence in Communications and Business Analytics <6., 2024, Patna> 2 Provozně ekonomická fakulta, Mendelova Univerzita v Brnĕ 2 Technische Universität Braunschweig 2 Universität Mannheim 2 Walter de Gruyter GmbH & Co. KG 2 Agricultural Land Markets - Efficiency and Regulation 1 Books on Demand GmbH <Norderstedt> 1 CCF China Digital Finance Conference <2025, Schanghai> 1 California Agricultural Experiment Station / Department of Agricultural and Resource Economics 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 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...
All
European journal of operational research : EJOR 99 International journal of production research 97 Finance research letters 88 Computational economics 87 Risks : open access journal 72 International journal of forecasting 66 Management science : journal of the Institute for Operations Research and the Management Sciences 60 Journal of forecasting 51 Technological forecasting & social change : an international journal 51 Discussion paper series / IZA 50 Discussion papers / CEPR 50 Journal of business research : JBR 50 IZA Discussion Papers 49 Energy economics 47 CESifo working papers 45 CESifo Working Paper 43 Journal of Risk and Financial Management 41 Journal of risk and financial management : JRFM 41 International review of financial analysis 37 Working papers 36 Discussion paper 35 Quantitative finance 34 Risks 34 Working paper 34 Marketing science 31 Computers & operations research : and their applications to problems of world concern ; an international journal 30 Journal of Intelligent Manufacturing 29 International journal of production economics 28 Research in international business and finance 28 Journal of information & knowledge management : JIKM 27 Logistics 27 Applied economics 26 Financial innovation : FIN 26 Journal of the Operational Research Society 26 The Journal of finance and data science : JFDS 26 Health care management science : a new journal serving the international health care management community 25 Socio-economic planning sciences : the international journal of public sector decision-making 24 Computers & operations research : an international journal 23 INFORMS journal on applied analytics 23 International Journal of Financial Studies : open access journal 22
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Source
All
ECONIS (ZBW) 5,709 EconStor 780 Other ZBW resources 199 RePEc 122 BASE 38 USB Cologne (EcoSocSci) 17
Showing 1 - 10 of 6,865
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Prognose der Abgabequote von Einkommensteuererklärungen bei Rentnerinnen und Rentnern: Machbarkeitsstudie zur Beschleunigung der Veröffentlichung von statistischen Ergebnissen mittels Machine Learning
Moritz, Steffen; Wiynck, Frederik; Wiebels, Johannes - In: WISTA - Wirtschaft und Statistik 76 (2024) 2, pp. 83-96
Jährlich veröffentlicht das Statistische Bundesamt Statistiken über die Besteuerung von Rentnerinnen und Rentnern, wegen langer Abgabe- und Einspruchsfristen für Einkommensteuererklärungen allerdings erst etwa 3,5 Jahre nach Ablauf des betref- fenden Statistikjahres. Jedoch liegt ein Teil...
Persistent link: https://www.econbiz.de/10014526875
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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
This study evaluates na&#x0308;ive and advanced prediction models when applied to style rotation strategies on the Johannesburg Stock Exchange ('JSE'). We apply 1- and 3-month style momentum as na&#x0308;ive predictors against three tree-based machine learning ('ML') algorithms (advanced predictors),...
Persistent link: https://www.econbiz.de/10015426112
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Machine learning style rotation : evidence from the Johannesburg Stock Exchange
Page, Daniel; McClelland, David E.; Auret, C. - In: Cogent economics & finance 12 (2024) 1, pp. 1-15
This study evaluates naïve and advanced prediction models when applied to style rotation strategies on the Johannesburg Stock Exchange (‘JSE’). We apply 1- and 3-month style momentum as naïve predictors against three tree-based machine learning (‘ML’) algorithms (advanced predictors),...
Persistent link: https://www.econbiz.de/10015326694
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Prognose der Abgabequote von Einkommensteuererklärungen bei Rentnerinnen und Rentnern : Machbarkeitsstudie zur Beschleunigung der Veröffentlichung von statistischen Ergebnissen mittels Machine Learning
Moritz, Steffen; Wiynck, Frederik; Wiebels, Johannes - In: Wirtschaft und Statistik : WISTA (2024) 2, pp. 83-96
Jährlich veröffentlicht das Statistische Bundesamt Statistiken über die Besteuerung von Rentnerinnen und Rentnern, wegen langer Abgabe- und Einspruchsfristen für Einkommensteuererklärungen allerdings erst etwa 3,5 Jahre nach Ablauf des betref- fenden Statistikjahres. Jedoch liegt ein Teil...
Persistent link: https://www.econbiz.de/10014526618
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A unified approach to extract interpretable rules from tree ensembles via Integer Programming
Bonasera, Lorenzo; Carrizosa, Emilio - In: Computers & operations research : an international journal 185 (2026), pp. 1-17
Persistent link: https://www.econbiz.de/10015534419
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An optimization-based algorithm for fair and calibrated synthetic data generation
Burgard, Jan Pablo; Pamplona, João Vitor; Pinheiro, … - In: Computers & operations research : an international journal 187 (2026), pp. 1-11
Persistent link: https://www.econbiz.de/10015558909
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Generic machine-learning-augmented beam search for resource-constrained shortest path reformulations of combinatorial optimization problems
Yan, Fulin; Clautiaux, François; Froger, Aurélien; … - In: Computers & operations research : an international journal 187 (2026), pp. 1-22
Persistent link: https://www.econbiz.de/10015558929
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Hybrid modelling using simulation and machine learning in healthcare
Ahmadi, Ali; Fakhimi, Masoud; Magnusson, Carin - In: Computers & operations research : an international journal 185 (2026), pp. 1-19
Persistent link: https://www.econbiz.de/10015552381
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Towards an unsupervised learning scheme for efficiently solving parameterized mixed-integer programs
Qu, Shiyuan; Dong, Fenglian; Wei, Zhiwei; Shang, Chao - In: Computers & operations research : an international journal 185 (2026), pp. 1-12
Persistent link: https://www.econbiz.de/10015552389
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Credit risk assessment with stacked machine learning
Columba, Francesco; Cugliari, Manuel; Di Virgilio, Stefano - 2026
Persistent link: https://www.econbiz.de/10015562268
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