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  • Search: subject:"Machine Learning"
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Year of publication
Subject
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Artificial intelligence 5,156 Künstliche Intelligenz 5,134 machine learning 2,417 Machine learning 2,400 Forecasting model 1,628 Prognoseverfahren 1,628 Theorie 1,114 Theory 1,112 Machine Learning 749 Algorithm 524 Algorithmus 523 Neural networks 502 Neuronale Netze 492 Learning process 409 Lernprozess 409 Big Data 378 Big data 369 Data Mining 358 Data mining 352 Consumer behaviour 262 Konsumentenverhalten 262 Portfolio selection 253 Portfolio-Management 253 Prognose 231 Forecast 229 artificial intelligence 226 Classification 220 Learning 220 Lernen 220 Regression analysis 214 Regressionsanalyse 211 Social Web 200 Social web 200 Klassifikation 198 Risk management 192 Risikomanagement 191 Coronavirus 179 Credit risk 177 Kreditrisiko 171 Maschinelles Lernen 171
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Online availability
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Undetermined 3,298 Free 3,029 CC license 563
Type of publication
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Article 4,832 Book / Working Paper 1,734 Other 28
Type of publication (narrower categories)
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Article in journal 4,004 Aufsatz in Zeitschrift 4,004 Working Paper 1,308 Graue Literatur 1,043 Non-commercial literature 1,043 Arbeitspapier 964 Article 370 Aufsatz im Buch 139 Book section 139 research-article 95 Aufsatzsammlung 94 Hochschulschrift 86 Conference paper 40 Konferenzbeitrag 40 Konferenzschrift 22 Conference Paper 18 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 5 technical-paper 5 Preprint 4 viewpoint 3 Amtliche Publikation 2 Amtsdruckschrift 2 Bibliografie enthalten 2 Bibliography included 2 Dissertation u.a. Prüfungsschriften 2 Fallstudiensammlung 2 Festschrift 2 Government document 2 Lehrbuch 2 case-report 2 Audio- / visual Ressource 1
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Language
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English 6,304 Undetermined 133 German 113 Spanish 23 French 11 Portuguese 5 Italian 3 Romanian 1 Chinese 1
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Author
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Lechner, Michael 42 Knaus, Michael C. 22 Chernozhukov, Victor 19 Valente, Marica 18 Ullrich, Hannes 17 Papadimitriou, Theophilos 16 Plakandaras, Vasilios 16 Gupta, Rangan 15 Strittmatter, Anthony 15 Ślepaczuk, Robert 15 Alonso, Andrés 14 Brunori, Paolo 14 Goller, Daniel 14 Fernández-Villaverde, Jesús 13 Hinz, Oliver 13 Lessmann, Stefan 13 Lodi, Andrea 13 Ribers, Michael 13 Andres, Maximilian 12 Bertsimas, Dimitris 12 Cajias, Marcelo 12 Carbó, José Manuel 12 Gründler, Klaus 12 Newey, Whitney K. 12 Bollens, Joost 11 Cockx, Bart 11 Gkonkas, Periklēs 11 Kräussl, Roman 11 Larsen, Vegard Høghaug 11 Schnaubelt, Matthias 11 Thorsrud, Leif Anders 11 Vasarhelyi, Miklos A. 11 Chlebus, Marcin 10 Davillas, Apostolos 10 Fossen, Frank M. 10 Friedrichsen, Jana 10 Goulet Coulombe, Philippe 10 Grajzl, Peter 10 Huber, Martin 10 Hull, Isaiah 10
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Institution
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Erasmus Research Institute of Management (ERIM), Erasmus Universiteit Rotterdam 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 Logos Verlag Berlin 3 National Bureau of Economic Research 3 Springer Fachmedien Wiesbaden 3 American Association for Artificial Intelligence 2 Carl Hanser Verlag 2 Department of Economics, Democritus University of Thrace 2 Fraunhofer IRB-Verlag 2 IGI Global 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 Edward Elgar Publishing 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 Friedrich-Schiller-Universität Jena 1 GQW-Jahrestagung <2023, Wuppertal> 1 Gottfried Wilhelm Leibniz Universität Hannover 1
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Published in...
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European journal of operational research : EJOR 98 International journal of production research 83 Finance research letters 81 Risks : open access journal 69 Technological forecasting & social change : an international journal 67 International journal of forecasting 63 Discussion paper series / IZA 60 Computational economics 59 IZA Discussion Papers 58 Management science : journal of the Institute for Operations Research and the Management Sciences 56 Decision analytics journal 54 Journal of forecasting 52 Journal of business research : JBR 51 Discussion papers / CEPR 49 Operations research 45 CESifo working papers 43 Journal of Risk and Financial Management 43 Journal of risk and financial management : JRFM 43 CESifo Working Paper 42 Risks 36 Working paper 36 Working papers 34 Energy economics 33 Quantitative finance 33 Computers & operations research : and their applications to problems of world concern ; an international journal 32 Discussion paper 31 International review of financial analysis 29 Logistics 27 Marketing science 27 Financial innovation : FIN 26 Health care management science : a new journal serving the international health care management community 26 Research in international business and finance 26 Journal of Intelligent Manufacturing 25 Pacific-Basin finance journal 25 Springer eBook Collection 25 International journal of production economics 24 Journal of information & knowledge management : JIKM 24 The journal of financial data science 24 INFORMS journal on applied analytics 23 Journal of the Operational Research Society 22
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Source
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ECONIS (ZBW) 5,433 EconStor 751 Other ZBW resources 224 RePEc 130 BASE 39 USB Cologne (EcoSocSci) 17
Showing 101 - 110 of 6,594
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Demand forecasting new fashion products : a review paper
Anitha S.; Neelakandan R. - In: Journal of forecasting 44 (2025) 2, pp. 270-280
Persistent link: https://www.econbiz.de/10015374020
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Taming data-driven probability distributions
Baruník, Jozef; Hanus, Luboš - In: Journal of forecasting 44 (2025) 2, pp. 676-691
Persistent link: https://www.econbiz.de/10015374076
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Predicting consumer ad preferences : leveraging a machine learning approach for EDA and FEA neurophysiological metrics
Lobo Marques, João Alexandre; Neto, Andreia C.; Silva, … - 2025
Persistent link: https://www.econbiz.de/10015372972
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Integrating generative AI and large language models in financial sector risk management : regulatory frameworks and practical applications
Lagasio, Valentina - In: Risk management magazine 20 (2025) 1, pp. 30-48
The rapid advancement of artificial intelligence (AI) technologies, particularly generative AI and large language models (LLMs), has ushered in a new era of possibilities for the financial sector. This paper explores the integration of these cutting-edge technologies into financial sector risk...
Persistent link: https://www.econbiz.de/10015373727
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New forecasting methods for an old problem : predicting 147 years of systemic financial crises
Plessis, Emile du; Fritsche, Ulrich - In: Journal of forecasting 44 (2025) 1, pp. 3-40
Persistent link: https://www.econbiz.de/10015373950
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Applying machine learning to input-output analysis : a new perspective on identifying key Australian industries
Faridzad, Ali - In: Journal of economic structures : JES; the official … 14 (2025), pp. 1-27
findings indicate that employing machine learning methods including clustering with PCA, eigenvector centrality, authority and … and their interconnections. The first approach utilizes traditional linkages, while the second approach employs machine … learning methods. Data come from the OECD database for input-output tables spanning the years 2003, 2008, 2013, and 2018. Our …
Persistent link: https://www.econbiz.de/10015374200
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The perks and perils of machine learning in business and economic research
Dudda, Tom L.; Hornuf, Lars - 2025
We examine predictive machine learning studies from 50 top business and economic journals published between 2010 and … 2023. We investigate their transparency regarding the predictive performance of machine learning models compared to less … machine learning varies by discipline, and is most frequently used in information systems, marketing, and operations research …
Persistent link: https://www.econbiz.de/10015326239
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Whole Lotta Training - Studying School-to-Training Transitions by Training Artificial Neural Networks
Kubitza, Dennis Oliver; Weßling, Katarina - 2025
and moderating relations between distinct predictors. Recent research demonstrates that machine learning techniques can …
Persistent link: https://www.econbiz.de/10015197758
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Trimming the fat : identifying 15 underlying concepts from 26 in the social skills domain
Ross, Roxanne L.; Toth, Allison A.; Heggestad, Eric D.; … - In: Journal of organizational behavior : OB ; the … 46 (2025) 3, pp. 466-485
Persistent link: https://www.econbiz.de/10015372152
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The risk of mafia infiltration in Italian municipalities : statistical and machine learning evidence from financial information
Iezzi, Stefano; Pauselli, Claudio - 2025
Persistent link: https://www.econbiz.de/10015373149
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