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  • Search: subject:"Machine Learning"
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Year of publication
Subject
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Artificial intelligence 5,171 Künstliche Intelligenz 5,149 machine learning 2,420 Machine learning 2,406 Forecasting model 1,631 Prognoseverfahren 1,631 Theorie 1,115 Theory 1,113 Machine Learning 750 Algorithm 527 Algorithmus 526 Neural networks 502 Neuronale Netze 493 Learning process 412 Lernprozess 412 Big Data 378 Big data 369 Data Mining 359 Data mining 353 Consumer behaviour 263 Konsumentenverhalten 263 Portfolio selection 253 Portfolio-Management 253 Prognose 231 Forecast 229 artificial intelligence 226 Learning 221 Lernen 221 Classification 220 Regression analysis 215 Regressionsanalyse 212 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 3,306 Free 3,032 CC license 565
Type of publication
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Article 4,842 Book / Working Paper 1,737 Other 28
Type of publication (narrower categories)
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Article in journal 4,013 Aufsatz in Zeitschrift 4,013 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 23 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 6,317 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 Vasarhelyi, Miklos A. 12 Bollens, Joost 11 Cockx, Bart 11 Gkonkas, Periklēs 11 Kräussl, Roman 11 Larsen, Vegard Høghaug 11 Schnaubelt, Matthias 11 Thorsrud, Leif Anders 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 57 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) 5,446 EconStor 751 Other ZBW resources 224 RePEc 130 BASE 39 USB Cologne (EcoSocSci) 17
Showing 901 - 910 of 6,607
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A deep learning framework for defect prediction based on thermographic in-situ monitoring in laser powder bed fusion
Oster, Simon; Breese, Philipp P.; Ulbricht, Alexander; … - In: Journal of Intelligent Manufacturing 35 (2023) 4, pp. 1687-1706
The prediction of porosity is a crucial task for metal based additive manufacturing techniques such as laser powder bed fusion. Short wave infrared thermography as an in-situ monitoring tool enables the measurement of the surface radiosity during the laser exposure. Based on the thermogram data,...
Persistent link: https://www.econbiz.de/10015179593
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Qualitätsdimensionen maschinellen Lernens in der amtlichen Statistik
Saidani, Younes; Dumpert, Florian; Borgs, Christian; … - In: AStA Wirtschafts- und Sozialstatistisches Archiv 17 (2023) 3, pp. 253-303
der Robustheit, (2b) stellt Bezug zu den Querschnittsthemen Machine Learning Operations (MLOps) und Fairness her und (2c …
Persistent link: https://www.econbiz.de/10015187483
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Verbesserung der Datengrundlage der Mindestlohnforschung mittels maschineller Lernverfahren
Dumpert, Florian; Beck, Martin - In: AStA Wirtschafts- und Sozialstatistisches Archiv 17 (2023) 1, pp. 5-34
Mit der Einführung des allgemeinen gesetzlichen Mindestlohnes zum 1. Januar 2015 stieg der Bedarf an geeigneten Daten für die Evaluation der Mindestlohnwirkungen. Die Mindestlohnkommission empfahl daher in ihrem ersten Bericht an die Bundesregierung die Verknüpfung der Integrierten...
Persistent link: https://www.econbiz.de/10015187490
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Conditional feature importance for mixed data
Blesch, Kristin; Watson, David S.; Wright, Marvin N. - In: AStA Advances in Statistical Analysis 108 (2023) 2, pp. 259-278
Despite the popularity of feature importance (FI) measures in interpretable machine learning, the statistical adequacy …
Persistent link: https://www.econbiz.de/10015187795
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ORKG-Leaderboards: a systematic workflow for mining leaderboards as a knowledge graph
Kabongo, Salomon; D’Souza, Jennifer; Auer, Sören - In: International Journal on Digital Libraries 25 (2023) 1, pp. 41-54
The purpose of this work is to describe the orkg -Leaderboard software designed to extract leaderboards defined as task–dataset–metric tuples automatically from large collections of empirical research papers in artificial intelligence (AI). The software can support both the main workflows of...
Persistent link: https://www.econbiz.de/10015188341
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Strategic management in public procurement: The role of dynamic capabilities in equity and efficiency
Cappelletti, Matilde; Giuffrida, Leonardo M.; Heaton, Sohvi - 2023
efficiency effects of a form of affirmative action used by governments: set-aside programs. Employing a machine learning …
Persistent link: https://www.econbiz.de/10014363812
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Using machine learning to measure financial risk in China
Al-Haschimi, Alexander; Apostolou, Apostolos; … - 2023
We develop a measure of overall financial risk in China by applying machine learning techniques to textual data. A pre … employ topical modelling based on an unsupervised machine learning algorithm to decompose financial risk into its thematic …
Persistent link: https://www.econbiz.de/10014374418
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The cost of influence: How gifts to physicians shape prescriptions and drug costs
Newham, Melissa; Valente, Marica - 2023
prescriptions and payments with causal inference and machine learning methods. We find that payments cause physicians to prescribe …
Persistent link: https://www.econbiz.de/10014374540
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Uncertainty about the war in Ukraine: Measurement and effects on the German business cycle
Grebe, Moritz; Kandemir, Sinem; Tillmann, Peter - 2023
We assemble a data set of more that eight million German Twitter posts related to the war in Ukraine. Based on state-of-the-art methods of text analysis, we construct a daily index of uncertainty about the war as perceived by German Twitter. The approach also allows us to separate this index...
Persistent link: https://www.econbiz.de/10014374630
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Informal employment from migration shocks
Valente, Marica; Gries, Timm; Trapani, Lorenzo - 2023
Italian coasts, we use machine-learning techniques to document abnormal increases in reported (vs. predicted) labor …
Persistent link: https://www.econbiz.de/10014374668
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