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  • Search: subject:"Machine Learning"
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Year of publication
Subject
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Artificial intelligence 5,168 Künstliche Intelligenz 5,146 machine learning 2,419 Machine learning 2,405 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 359 Data mining 353 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 3,305 Free 3,030 CC license 563
Type of publication
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Article 4,839 Book / Working Paper 1,737 Other 28
Type of publication (narrower categories)
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Article in journal 4,010 Aufsatz in Zeitschrift 4,010 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 6,314 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 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) 5,443 EconStor 751 Other ZBW resources 224 RePEc 130 BASE 39 USB Cologne (EcoSocSci) 17
Showing 6,451 - 6,460 of 6,604
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Proactive news article summarization service using personal intention models
Oh, In Seok; Lee, Ji Eun; Kim, Kyung Joong - In: Evolutionary and institutional economics review 11 (2014) 2, pp. 105-120
Persistent link: https://www.econbiz.de/10010502078
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Pre-launch new product demand forecasting using the Bass model : a statistical and machine learning-based approach
Lee, Hakyeon; Kim, Sang-gook; Park, Hyun-woo; Kang, Pilsung - In: Technological forecasting & social change : an … 86 (2014), pp. 49-64
Persistent link: https://www.econbiz.de/10010479686
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Support vector machines maximizing geometric margins for multi-class classification
Tatsumi, Keiji; Tanino, Tetsuzo - In: Top : transactions in operations research 22 (2014) 3, pp. 815-840
Persistent link: https://www.econbiz.de/10010437131
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Incremental accelerated gradient methods for SVM classification : study of the constrained approach
Couellan, Nicolas; Jan, Sophie - In: Computational Management Science : CMS 11 (2014) 4, pp. 419-444
Persistent link: https://www.econbiz.de/10010437148
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Machine-learning classifiers for imbalanced tornado data
Trafalis, Theodore B.; Adrianto, Indra; Richman, Michael B. - In: Computational Management Science : CMS 11 (2014) 4, pp. 403-418
Persistent link: https://www.econbiz.de/10010437151
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Application of machine learning methods to risk assessment of financial statement fraud : evidence from China
Song, Xin-Ping; Hu, Zhi-Hua; Du, Jian-Guo; Sheng, Zhao-Han - In: Journal of forecasting 33 (2014) 8, pp. 611-626
Persistent link: https://www.econbiz.de/10011282843
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Using boosting for automated planning and trading systems
Creaer, German - 2007
learning can be used to automate parts of this translation process. In other words, we can now use machine learning algorithms …. Machine learning techniques help investors and corporations recognize new business opportunities or potential corporate … includes a machine learning algorithm that makes the prediction, a weighting algorithm that combines the experts, and a risk …
Persistent link: https://www.econbiz.de/10009472475
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Detecting and Forecasting Economic Regimes in Multi-Agent Automated Exchanges
Ketter, Ketter, W.; Collins, Collins, J.; Gini, Gini, M.; … - Erasmus Research Institute of Management (ERIM), … - 2007
We show how an autonomous agent can use observable market conditions to characterize the microeconomic situation of the market and predict future market trends. The agent can use this information to make both tactical decisions, such as pricing, and strategic decisions, such as product mix and...
Persistent link: https://www.econbiz.de/10010730923
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Detecting and Forecasting Economic Regimes in Multi-Agent Automated Exchanges
Ketter, W.; Collins, J.; Gini, M.; Gupta, A.; Schrater, P. - Erasmus Research Institute of Management (ERIM), ERIM … - 2007
Chain Management. Free Keywords Trading agents, machine learning, market forecasting, dynamic pricing Availability The …], scheduling and resource management [15, 5], and personal information management [2, 25]. In this paper, we show how machine … learning techniques can be used to support rational decision making in competitive sales environments. We are particularly …
Persistent link: https://www.econbiz.de/10005288776
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Granular Support Vector Machines Based on Granular Computing, Soft Computing and Statistical Learning
Tang, Yuchun - 2006
With emergence of biomedical informatics, Web intelligence, and E-business, new challenges are coming for knowledge discovery and data mining modeling problems. In this dissertation work, a framework named Granular Support Vector Machines (GSVM) is proposed to systematically and formally combine...
Persistent link: https://www.econbiz.de/10009463403
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