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  • Search: subject:"Machine Learning"
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Year of publication
Subject
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Artificial intelligence 5,162 Künstliche Intelligenz 5,140 machine learning 2,418 Machine learning 2,402 Forecasting model 1,629 Prognoseverfahren 1,629 Theorie 1,115 Theory 1,113 Machine Learning 749 Algorithm 525 Algorithmus 524 Neural networks 502 Neuronale Netze 493 Learning process 411 Lernprozess 411 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 Learning 221 Lernen 221 Classification 220 Regression analysis 214 Regressionsanalyse 211 Social Web 200 Social web 200 Klassifikation 198 Risk management 192 Risikomanagement 191 Coronavirus 179 Credit risk 177 Maschinelles Lernen 172 Kreditrisiko 171
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Online availability
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Undetermined 3,300 Free 3,029 CC license 563
Type of publication
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Article 4,834 Book / Working Paper 1,736 Other 28
Type of publication (narrower categories)
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Article in journal 4,005 Aufsatz in Zeitschrift 4,005 Working Paper 1,309 Graue Literatur 1,044 Non-commercial literature 1,044 Arbeitspapier 965 Article 370 Aufsatz im Buch 140 Book section 140 Aufsatzsammlung 95 research-article 95 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 6,308 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 Gupta, Rangan 16 Papadimitriou, Theophilos 16 Plakandaras, Vasilios 16 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...
All
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
All
ECONIS (ZBW) 5,437 EconStor 751 Other ZBW resources 224 RePEc 130 BASE 39 USB Cologne (EcoSocSci) 17
Showing 181 - 190 of 6,598
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The effectiveness of central bank purchases of long-term treasury securities: A neural network approach
Tänzer, Alina - 2024
Central bank intervention in the form of quantitative easing (QE) during times of low interest rates is a controversial topic. This paper introduces a novel approach to study the effectiveness of such unconventional measures. Using U.S. data on six key financial and macroeconomic variables...
Persistent link: https://www.econbiz.de/10014533855
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Talking Therapy: Impacts of a Nationwide Mental Health Service in England
Oparina, Ekaterina; Krekel, Christian; Srisuma, Sorawoot - 2024
Common mental health problems impose significant costs on individuals and societies, yet healthcare systems often overlook them. We provide the first causal evidence on the effectiveness of a pioneering, nationwide mental health service for treating depression and anxiety disorders in England...
Persistent link: https://www.econbiz.de/10014533867
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Childhood Circumstances and Health of American and Chinese Older Adults: A Machine Learning Evaluation of Inequality of Opportunity in Health
Huo, Shutong; Feng, Derek; Gill, Thomas M.; Chen, Xi - 2024
Childhood circumstances may impact senior health, prompting this study to introduce novel machine learning methods to …-life interventions for health equity in aging societies. Our methods highlight the utility of machine learning in public health to …
Persistent link: https://www.econbiz.de/10014533911
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Algorithmic Bias and Racial Inequality: A Critical Review
Kasy, Maximilian - 2024
Most definitions of algorithmic bias and fairness encode decisionmaker interests, such as profits, rather than the interests of disadvantaged groups (e.g., racial minorities): Bias is defined as a deviation from profit maximization. Future research should instead focus on the causal effect of...
Persistent link: https://www.econbiz.de/10014533924
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Using Post-Regularization Distribution Regression to Measure the Effects of a Minimum Wage on Hourly Wages, Hours Worked and Monthly Earnings
Biewen, Martin; Erhardt, Pascal - 2024
We evaluate the distributional effects of a minimum wage introduction based on a data set with a moderate sample size but a large number of potential covariates. Therefore, the selection of relevant control variables at each distributional threshold is crucial to test hypotheses about the impact...
Persistent link: https://www.econbiz.de/10014533980
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Multivariate macroeconomic forecasting: From DSGE and BVAR to artificial neural networks
Tänzer, Alina - 2024
This paper contributes a multivariate forecasting comparison between structural models and Machine-Learning-based tools …
Persistent link: https://www.econbiz.de/10014534021
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Free Trade Agreements and the Movement of Business People
Mayer, Thierry; Rapoport, Hillel; Umana-Dajud, Camilo - 2024
algorithm that combines machine learning and text analysis techniques to examine the content of FTAs. We use the algorithm to …
Persistent link: https://www.econbiz.de/10014534045
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Disentangling Demand and Supply of Media Bias: The Case of Newspaper Homepages
Leung, Tin Cheuk; Strumpf, Koleman - 2024
ideologically slanted articles to supply-side biases. Utilizing a machine learning model, we assign "pro-Democrat" scores to …
Persistent link: https://www.econbiz.de/10014534408
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A machine learning projection method for macro-finance models
Valaitis, Vytautas; Villa, Alessandro T. - In: Quantitative Economics 15 (2024) 1, pp. 145-173
We use supervised machine learning to approximate the expectations typically contained in the optimality conditions of …
Persistent link: https://www.econbiz.de/10014536897
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Satellites turn "concrete": Tracking cement with satellite data and neural networks
D'Aspremont, Alexandre; Arous, Simon Ben; Bricongne, … - 2024
(Planck's law) and machine learning to detect the heat produced by cement plants in activity. This allows us to monitor in … and plant-level data. Overall, we show that combining satellite images and machine learning allows to track economic …
Persistent link: https://www.econbiz.de/10014543624
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