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  • Search: subject:"Machine Learning"
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Year of publication
Subject
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Artificial intelligence 5,164 Künstliche Intelligenz 5,142 machine learning 2,419 Machine learning 2,404 Forecasting model 1,630 Prognoseverfahren 1,630 Theorie 1,115 Theory 1,113 Machine Learning 749 Algorithm 526 Algorithmus 525 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 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 3,303 Free 3,030 CC license 563
Type of publication
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Article 4,838 Book / Working Paper 1,736 Other 28
Type of publication (narrower categories)
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Article in journal 4,009 Aufsatz in Zeitschrift 4,009 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 6,312 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...
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
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ECONIS (ZBW) 5,441 EconStor 751 Other ZBW resources 224 RePEc 130 BASE 39 USB Cologne (EcoSocSci) 17
Showing 6,581 - 6,590 of 6,602
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Some implications of new data sources for economic analysis and official statistics
Ghirelli, Corinna; Peñalosa Ruiz, Juan María; Pérez …
). In addition, their use entails the incorporation of machine learning techniques, among others, into traditional analysis …
Persistent link: https://www.econbiz.de/10012532425
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Accuracy of explanations of machine learning models for credit decisions
Alonso, Andrés; Carbó Martinez, José Manuel
Uno de los principales retos en el uso de modelos de aprendizaje automático, o machine learning en inglés (ML), en … application of machine learning (ML) models in finance is how ... …
Persistent link: https://www.econbiz.de/10013267753
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Inteligencia artificial y finanzas: una alianza estratégica
Alonso, Andrés; Carbó Martinez, José Manuel
features of this transformation, especially the use of machine learning algorithms for forecasting, and we detail some of the …
Persistent link: https://www.econbiz.de/10013414504
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Unwrapping black box models: a case study in credit risk
Tejero Tabernero, Jorge
The past two decades have witnessed the rapid development of machine learning techniques, which have proven to be … of published work has looked at the utility of machine learning for this purpose, the increased predictive capacities …
Persistent link: https://www.econbiz.de/10013471823
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International cooperation in a world of digitalisation
Hernández de Cos, Pablo
Evento: 22nd International Conference of Banking Supervisors. Organizado por: BIS ; Central banks and supervisory authorities have a critical role in cooperating to reap the benefits from digitalisation while mitigating risks. This year’s ICBS will be an important step in this direction.
Persistent link: https://www.econbiz.de/10013482141
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Unwrapping black box models: a case study in credit risk
Tejero Tabernero, Jorge
The past two decades have witnessed the rapid development of machine learning techniques, which have proven to be … of published work has looked at the utility of machine learning for this purpose, the increased predictive capacities …
Persistent link: https://www.econbiz.de/10013523644
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Machine Learning methods in climate finance: a systematic review
Alonso, Andrés; Carbó, José Manuel; Marqués, José …
Evitar la materialización del cambio climático es uno de los principales retos de nuestro tiempo. En esta tarea, el sector financiero desempeña un papel fundamental, motivando a economistas académicos a desarrollar un nuevo campo de investigación, las finanzas climáticas. A la vez, el uso...
Persistent link: https://www.econbiz.de/10013547107
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Sources of economic policy uncertainty in the euro area: a ready-to-use database
Azqueta-Gavaldón, Andrés; Diakonova, Marina; …
Construimos una base de datos de indicadores de incertidumbre de política económica (economic policy indicators: EPU, por sus siglas en inglés) de acceso público basada en la metodología propuesta por Azqueta-Gavaldón, Hirschbühl, Onorante y Saiz (2023), que utiliza técnicas de topic...
Persistent link: https://www.econbiz.de/10014331213
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Machine learning applied to active fixed-income portfolio management: a Lasso logit approach
Luis, Mercedes de; Rodríguez Alfonso, Emilio; Torres, Diego
El uso de métodos cuantitativos es fundamental en la gestión de carteras de inversores institucionales. En la última década, se han realizado diversos estudios empíricos que emplean modelos probabilísticos o de clasificación para predecir los rendimientos del mercado de valores, modelar...
Persistent link: https://www.econbiz.de/10014340705
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A score function to prioritize editing in household survey data: a machine learning approach
Forteza, Nicolás; García Uribe, Sandra
and correct potential errors and omissions such as omitted or misreported assets, income and debts. We derive a machine … learning approach for the purpose of classifying survey data affected by severe errors and omissions in the revision phase …
Persistent link: https://www.econbiz.de/10014413128
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