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  • Search: subject:"Machine learning"
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Year of publication
Subject
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Artificial intelligence 5,849 Künstliche Intelligenz 5,826 Machine learning 2,716 machine learning 2,705 Forecasting model 1,860 Prognoseverfahren 1,860 Theorie 1,239 Theory 1,237 Machine Learning 823 Algorithm 595 Algorithmus 594 Neural networks 555 Neuronale Netze 545 Learning process 468 Lernprozess 468 Big Data 404 Big data 396 Data Mining 389 Data mining 384 Portfolio selection 289 Portfolio-Management 289 Consumer behaviour 288 Konsumentenverhalten 288 Prognose 264 Forecast 261 Learning 247 Lernen 247 artificial intelligence 247 Classification 241 Regression analysis 228 Regressionsanalyse 225 Risk management 222 Risikomanagement 221 Social Web 219 Social web 219 Klassifikation 215 Credit risk 209 Kreditrisiko 202 Mathematical programming 200 Mathematische Optimierung 199
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Online availability
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Undetermined 3,680 Free 3,462 CC license 716
Type of publication
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Article 5,525 Book / Working Paper 1,870 Other 28
Type of publication (narrower categories)
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Article in journal 4,586 Aufsatz in Zeitschrift 4,586 Working Paper 1,396 Graue Literatur 1,115 Non-commercial literature 1,115 Arbeitspapier 1,032 Article 446 Aufsatz im Buch 174 Book section 174 Aufsatzsammlung 109 research-article 95 Hochschulschrift 88 Conference paper 43 Konferenzbeitrag 43 Konferenzschrift 30 Conference Paper 19 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 6 technical-paper 5 Preprint 4 Festschrift 3 Lehrbuch 3 viewpoint 3 Amtliche Publikation 2 Amtsdruckschrift 2 Bibliografie enthalten 2 Bibliography included 2 Dissertation u.a. Prüfungsschriften 2 Fallstudiensammlung 2 Government document 2 case-report 2 Audio- / visual Ressource 1
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Language
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English 7,119 Undetermined 133 German 123 Spanish 26 French 11 Portuguese 6 Italian 3 Romanian 1 Chinese 1
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Author
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Lechner, Michael 43 Knaus, Michael C. 22 Chernozhukov, Victor 21 Gupta, Rangan 18 Valente, Marica 18 Papadimitriou, Theophilos 17 Plakandaras, Vasilios 17 Ullrich, Hannes 17 Strittmatter, Anthony 15 Ślepaczuk, Robert 15 Alonso, Andrés 14 Brunori, Paolo 14 Goller, Daniel 14 Hinz, Oliver 14 Lessmann, Stefan 14 Lodi, Andrea 14 Bertsimas, Dimitris 13 Fernández-Villaverde, Jesús 13 Ribers, Michael 13 Andres, Maximilian 12 Brintrup, Alexandra 12 Cajias, Marcelo 12 Carbó, José Manuel 12 Chlebus, Marcin 12 Davillas, Apostolos 12 Gkonkas, Periklēs 12 Gründler, Klaus 12 Jones, Andrew M. 12 Newey, Whitney K. 12 Vasarhelyi, Miklos A. 12 Bollens, Joost 11 Cockx, Bart 11 Goulet Coulombe, Philippe 11 Kräussl, Roman 11 Larsen, Vegard Høghaug 11 Pornsit Jiraporn 11 Rauh, Christopher 11 Schnaubelt, Matthias 11 Thorsrud, Leif Anders 11 Aparicio, Juan 10
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Institution
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National Bureau of Economic Research 5 Erasmus Research Institute of Management (ERIM), Erasmus Universiteit Rotterdam 4 Logos Verlag Berlin 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 Springer Fachmedien Wiesbaden 3 AFRICOMM <16., 2024, Abidjan> 2 American Association for Artificial Intelligence 2 Carl Hanser Verlag 2 Department of Economics, Democritus University of Thrace 2 Edward Elgar Publishing 2 Fraunhofer IRB-Verlag 2 IGI Global 2 Institut für Finanzstabilität 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 EnviroInfo <Veranstaltung> <38., 2024, Kairo> 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
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Published in...
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European journal of operational research : EJOR 112 International journal of production research 99 Finance research letters 89 Risks : open access journal 75 International journal of forecasting 72 Technological forecasting & social change : an international journal 67 Management science : journal of the Institute for Operations Research and the Management Sciences 66 Discussion paper series / IZA 64 Computational economics 63 IZA Discussion Papers 62 Journal of forecasting 61 Operations research 60 Journal of business research : JBR 57 Discussion papers / CEPR 53 CESifo working papers 48 CESifo Working Paper 44 Journal of Risk and Financial Management 43 Journal of risk and financial management : JRFM 43 Energy economics 39 Working paper 38 Quantitative finance 36 Risks 36 Discussion paper 34 Marketing science 34 Working papers 34 Computers & operations research : and their applications to problems of world concern ; an international journal 32 International review of financial analysis 29 Journal of Intelligent Manufacturing 28 Logistics 28 Health care management science : a new journal serving the international health care management community 27 International journal of production economics 27 Journal of the Operational Research Society 27 Pacific-Basin finance journal 27 Socio-economic planning sciences : the international journal of public sector decision-making 27 Financial innovation : FIN 26 Research in international business and finance 26 The Journal of finance and data science : JFDS 26 Transportation research : an international journal 26 Journal of open innovation : technology, market, and complexity 25 Springer eBook Collection 25
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Source
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ECONIS (ZBW) 6,163 EconStor 850 Other ZBW resources 224 RePEc 130 BASE 39 USB Cologne (EcoSocSci) 17
Showing 91 - 100 of 7,423
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A reinforcement learning and predictive analytics approach for enhancing credit assessment in manufacturing
Razaque, Abdul; Beishenaly, Aliya; Kalpeyeva, Zhuldyz; … - 2025
The fundamental issue with a credit system for manufacturers and importers of commodities is inefficient credit assessment. Traditional techniques frequently produce inaccurate risk assessments and credit scores, resulting in financial losses for lenders, missing business growth possibilities,...
Persistent link: https://www.econbiz.de/10015420272
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A predictive modelling approach to decoding consumer intention for adopting energy-efficient technologies in food supply chains
Rajendran, Brintha; Babu, Manivannan; Anandhabalaji, … - 2025
characterized by a reduced energy footprint, utilizing machine learning (ML) algorithms to predict consumer preferences within the …
Persistent link: https://www.econbiz.de/10015420326
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An investigation of Frequentist and Ensemble Bayesian-aided techniques for prioritizing anomaly detection methods in time-series data
Divakaran, Vignesh; Rana, Vipasha - 2025
machine learning techniques are employed to flag potential anomalies, the challenge lies in evaluating the significance of …
Persistent link: https://www.econbiz.de/10015420328
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A machine learning and explainability-driven methodology for identifying winning strategies in Rugby Union
Odet, Arnaud; Bechard, Thomas; Moretto, Pierre; Dejean, … - 2025
Interest in predicting sports match outcomes has grown significantly, driven by advancements in machine learning … remains relatively limited. We propose a methodology that combines machine learning and algorithm explainability techniques …
Persistent link: https://www.econbiz.de/10015420330
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A systematic review of machine learning for hybrid intelligence in production management
Sauer, Carl René; Burggräf, Peter; Steinberg, Fabian - 2025
effectiveness in production management. Consequently, machine learning models have become essential for decision-making in this …
Persistent link: https://www.econbiz.de/10015420361
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An unsupervised machine learning approach for cyber threat detection using geographic profiling and Domain Name System data
Sadegh-Zadeh, Seyed-Ali; Tajdini, Mostafa - 2025
understanding cyber threats through geographical insights. The primary objective is to develop unsupervised machine learning models …
Persistent link: https://www.econbiz.de/10015420393
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A systematic review of artificial intelligence applications in education : emerging trends and challenges
Matos, Tomás; Santos, Walter; Zdravevski, Eftim; … - 2025
use of generative AI tools like ChatGPT (30%), followed by other advanced technologies, such as GPT-4, machine learning …
Persistent link: https://www.econbiz.de/10015420397
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A systematic review of time series algorithms and analytics in predictive maintenance
Syed, Md Asif Bin; Hasan, Md Rabiul; Chowdhury, Nahian … - 2025
advanced machine learning and deep learning models is still missing. This study aims to fill that gap by systematically …
Persistent link: https://www.econbiz.de/10015420402
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A machine learning approach for text pattern diagnosis in mental health consultations
Juanita, Safitri; Daeli, Anisah Hasratniwati; … - 2025
. This study developed a machine learning framework to automate doctor response patterns for mental health questions … methods: Word2Vec, Bag-of-Words, N-Gram, and Global Vectors for Word Representation. Five machine learning algorithms - Naïve … results. This work demonstrates that machine learning can automate mental health responses at scale, with Gradient Boosting …
Persistent link: https://www.econbiz.de/10015420451
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Harnessing AI for accounting integrity : innovations in fraud detection and prevention
Dulgeridis, Marcel; Schubart, Constantin; Dulgeridis, … - 2025
data. In contrast, artificial intelligence technologies, including machine learning, anomaly detection, and natural …
Persistent link: https://www.econbiz.de/10015422051
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