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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 1,121 - 1,130 of 6,607
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An unsupervised learning-based generalization of Data Envelopment Analysis
Moragues, Raul; Aparicio, Juan; Esteve, Miriam - In: Operations research perspectives 11 (2023), pp. 1-14
In this paper, we introduce an unsupervised machine learning method for production frontier estimation. This new …
Persistent link: https://www.econbiz.de/10014448520
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Fintech adoption dynamics in a pandemic : an experience from some financial institutions in Nigeria during COVID-19 using machine learning approach
Edo, Onome Christopher; Etu, Egbe-Etu; Tenebe, Imokhai; … - In: Cogent business & management 10 (2023) 2, pp. 1-24
adoption of financial technology in Nigeria during the pandemic. A machine learning (ML) approach was implemented to examine …
Persistent link: https://www.econbiz.de/10014503256
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Connecting artificial intelligence to value creation in services : mechanism and implications
Kim, Minjun - In: Service business 17 (2023) 4, pp. 851-878
Persistent link: https://www.econbiz.de/10014504659
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Climate bonds toward achieving net zero emissions and carbon neutrality : evidence from machine learning technique
Abudu, Hermas; Wesseh, Presley K.; Lin, Boqiang - In: Journal of management science and engineering 9 (2024) 1, pp. 1-15
proposition are limited. To address this gap in the literature, this study employs machine learning techniques, specifically …
Persistent link: https://www.econbiz.de/10014504678
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A novel adjusted learning algorithm for online portfolio selection using peak price tracking approach
Dai, Hong-Liang; Huang, Cui-Yin; Dai, Hong-Ming; Lai, … - In: Decision analytics journal 7 (2023), pp. 1-10
machine learning. We propose a novel adjusted learning algorithm based on peak price tracking for OLPS to tackle this …
Persistent link: https://www.econbiz.de/10014505333
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A novel application of machine learning and zero-shot classification methods for automated abstract screening in systematic reviews
Moreno-Garcia, Carlos Francisco; Jayne, Chrisina; … - In: Decision analytics journal 6 (2023), pp. 1-9
possible. With the recent advances in machine learning and deep learning research, especially in natural language processing … machine learning and zero-shot classification methods for automated abstract screening for systematic reviews. Extensive …
Persistent link: https://www.econbiz.de/10014505380
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Robotic dining delight : unravelling the key factors driving customer satisfaction in service robot restaurants using PLS-SEM and ML
Sharma, Vinod; Kapse, Manohar; Poulose, Jeanne; … - In: Cogent business & management 10 (2023) 3, pp. 1-21
their intention to repeat the experience by using two staged hybrid PLS-SEM and Machine Learning approaches. The finding … establish the link with repeat experience. The machine learning models (Artificial Neural Network, Support Vector Machines …
Persistent link: https://www.econbiz.de/10014505813
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ChatGPT : a brief narrative review
Gupta, Bulbul; Mufti, Tabish; Sohail, Shahab Saquib; … - In: Cogent business & management 10 (2023) 3, pp. 1-17
In this study, we present a brief narrative review focused on ChatGPT, a state-of-the-art conversational agent developed using OpenAI's Generative Pretrained Transformer (GPT) framework. Distinctive for its ability to generate text of high quality in real-time, ChatGPT has emerged as a leader...
Persistent link: https://www.econbiz.de/10014505823
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A supervised machine learning algorithm for detecting and predicting fraud in credit card transactions
Afriyie, Jonathan Kwaku; Tawiah, Kassim; Pels, … - In: Decision analytics journal 6 (2023), pp. 1-12
data science and machine learning, various algorithms have been developed to determine whether a transaction is fraudulent …. We study the performance of three different machine learning models: logistic regression, random forest, and decision … detecting fraudulent credit card transactions. Thus, we recommend random forest as the most appropriate machine learning …
Persistent link: https://www.econbiz.de/10014505835
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A new method for improving prediction performance in neural networks with insufficient data
Talaei-Khoei, Amir; Motiwalla, Luvai - In: Decision analytics journal 6 (2023), pp. 1-7
This paper proposes Simultaneous Trainings of Identical Neural Networks (STNN) that aims to predict when sufficient data is not available for training neural networks (NN). While predictive applications of neural networks are growing, a common assumption in the NN algorithms is to have a...
Persistent link: https://www.econbiz.de/10014505977
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