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Year of publication
Subject
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Mustererkennung 720 Pattern recognition 720 Theorie 407 Theory 396 Prognoseverfahren 364 Forecasting model 354 Artificial intelligence 222 Künstliche Intelligenz 222 Regression analysis 170 Regressionsanalyse 169 Neural networks 158 Neuronale Netze 153 Support vector machine 129 Classification 121 Algorithm 112 Algorithmus 112 Klassifikation 105 support vector machine 103 Kreditwürdigkeit 102 Data mining 96 Credit rating 95 Data Mining 90 Support vector machines 90 support vector machines 88 Support vector regression 86 Support Vector Machine 76 Forecast 73 Machine learning 72 Prognose 72 Support Vector Machines 57 Cluster analysis 54 Clusteranalyse 54 machine learning 50 Mathematical programming 48 Mathematische Optimierung 48 SVM 47 Time series analysis 47 Zeitreihenanalyse 47 Insolvenz 46 Insolvency 45
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Online availability
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Undetermined 613 Free 339 CC license 44
Type of publication
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Article 957 Book / Working Paper 265 Other 1
Type of publication (narrower categories)
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Article in journal 565 Aufsatz in Zeitschrift 565 Working Paper 99 Graue Literatur 68 Non-commercial literature 68 Arbeitspapier 67 Aufsatz im Buch 66 Book section 66 Article 34 Hochschulschrift 24 research-article 21 Thesis 19 Conference paper 8 Konferenzbeitrag 8 Case study 3 Collection of articles of several authors 3 Collection of articles written by one author 3 Fallstudie 3 Sammelwerk 3 Sammlung 3 Aufsatzsammlung 2 Dissertation u.a. Prüfungsschriften 2 Guidebook 2 Ratgeber 2 Congress Report 1 Forschungsbericht 1 Interview 1 Report 1 review 1
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Language
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English 920 Undetermined 256 German 36 Spanish 8 French 2 Italian 1
Author
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Härdle, Wolfgang 34 Papadimitriou, Theophilos 26 Schäfer, Dorothea 23 Plakandaras, Vasilios 21 Hong, Wei-Chiang 20 Härdle, Wolfgang Karl 16 Gkonkas, Periklēs 15 Gründler, Klaus 14 Moro, Rouslan A. 14 Rüping, Stefan 14 Gogas, Periklis 13 Krieger, Tommy 13 Chen, Shiyi 12 Luo, Jian 12 Moro, Rouslan 12 Christmann, Andreas 11 Carrizosa, Emilio 9 Jeong, Kiho 9 Stasinakis, Charalampos 9 Sermpinis, Georgios 8 Aparicio, Juan 7 Gupta, Rangan 7 Hashemi, Leila 7 Hoffmann, Linda 7 Jasemi, Milad 7 Lessmann, Stefan 7 Mahmoodi, Armin 7 Tanino, Tetsuzo 7 Tatsumi, Keiji 7 Fang, Shu-Cherng 6 Lee, Yuh-Jye 6 Maldonado, Sebastián 6 Ye, Yafen 6 Yeh, Yi-Ren 6 Auria, Laura 5 Aytug, Haldun 5 Chi, Guotai 5 Claveria, Oscar 5 León, Carlos 5 Li, Hui 5
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Institution
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Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 9 Sonderforschungsbereich 649: Ökonomisches Risiko, Wirtschaftswissenschaftliche Fakultät 8 Department of Economics, Democritus University of Thrace 4 Faculteit Economie en Bedrijfskunde, Universiteit Gent 3 Faculteit der Economische Wetenschappen, Erasmus Universiteit Rotterdam 3 DIW Berlin (Deutsches Institut für Wirtschaftsforschung) 2 Departamento de Estadistica, Universidad Carlos III de Madrid 2 Deutsche Bundesbank 2 Dipartimento di Ingegneria Informatica, Automatica e Gestionale "Antonio Ruberti", Facoltà di Ingegneria dell'Informazione Informatica e Statistica 2 Erasmus University Rotterdam, Econometric Institute 2 Institut de Préparation à l'Administration et à la Gestion (IPAG) 2 Suntory and Toyota International Centres for Economics and Related Disciplines, LSE 2 BANCO DE LA REPÚBLICA 1 Banco de la Republica de Colombia 1 Christian-Albrechts-Universität zu Kiel 1 Department of Economics, Faculty of Economic and Management Sciences 1 Deutsches Institut für Wirtschaftsforschung 1 Dipartimento di Economia, Management e Metodi Quantitativi (DEMM), Università degli Studi di Milano 1 Dr. Rainer Hampp <Firma> 1 Facultat d'Economia i Empresa, Universitat de Barcelona 1 Faculteit Toegepaste Economische Wetenschappen, Universiteit Antwerpen 1 HAL 1 IGI Global 1 INSEAD 1 Institut de Recerca en Economia Aplicada (IREA), Facultat d'Economia i Empresa 1 International Institute of Social and Economic Sciences 1 Rimini Centre for Economic Analysis (RCEA) 1 Society for Computational Economics - SCE 1 Springer International Publishing 1 Università degli Studi di Milano / Dipartimento di Economia Politica e Aziendale 1 Universität Bremen 1 Verlag C.H. Beck 1 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 1 Wirtschafts- und Sozialwissenschaftliche Fakultät, Friedrich-Alexander-Universität Erlangen-Nürnberg 1 Würzburg University Press 1 Zakład Ekonometrii Stosowanej, Szkoła Główna Handlowa w Warszawie 1 kassel university press 1
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Published in...
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European journal of operational research : EJOR 38 Computational economics 25 International journal of production research 23 Journal of forecasting 21 Water Resources Management 18 Computers & operations research : and their applications to problems of world concern ; an international journal 14 Computational Management Science 12 Energy 12 Applied Energy 11 Renewable Energy 10 Technical report / Sonderforschungsbereich 475 Komplexitätsreduktion in Multivariaten Datenstrukturen, Universität Dortmund 10 Natural Hazards 9 SFB 649 Discussion Paper 9 SFB 649 discussion paper 9 Technical Report 9 Technical Reports / Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 9 European Journal of Operational Research 8 International Journal of Information Technology & Decision Making (IJITDM) 8 International journal of business information systems : IJBIS 8 SFB 649 Discussion Papers 8 Computational Management Science : CMS 7 Computational Statistics & Data Analysis 7 Energies 7 Energy economics 7 International Journal of Data Analysis Techniques and Strategies 7 International journal of forecasting 7 Journal of information & knowledge management : JIKM 7 Journal of the Operational Research Society 7 Journal of the Operational Research Society : OR 7 Computers & operations research : an international journal 6 Economic modelling 6 Knowledge and information systems : an international journal 6 Omega : the international journal of management science 6 Physica A: Statistical Mechanics and its Applications 6 Research in international business and finance 6 Computational Statistics 5 Finance research letters 5 Financial innovation : FIN 5 Fuzzy optimization and decision making : a journal of modeling and computation under uncertainty 5 INFORMS journal on computing : JOC 5
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Source
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ECONIS (ZBW) 807 RePEc 276 EconStor 66 Other ZBW resources 62 BASE 10 USB Cologne (EcoSocSci) 2
Showing 1 - 10 of 1,223
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AI-driven bankruptcy prediction in manufacturing SMEs : comparing machine learning techniques with logistic regression
Letkovský, Stanislav; Jenčová, Sylvia; … - In: Administrative Sciences : open access journal 16 (2026) 3, pp. 1-41
most commonly applied basic ML techniques-namely, Artificial Neural Networks (ANNs), Support Vector Machines (SVMs), and …
Persistent link: https://www.econbiz.de/10015634019
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Intelligent policy framework : natural resource conservation, knowledge and big data analytics
Xiao, Nina; Qu, Xianhe - In: Journal of innovation & knowledge : JIK 10 (2025) 2, pp. 1-10
study employed two algorithms: Bayesian inference and a weighted Support Vector Machine (SVM) algorithm based on the grey …
Persistent link: https://www.econbiz.de/10015331637
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Machine learning for predicting bank stability : the role of income diversification in European banking
Farag, Karim; Ali, Loubna; Mutai, Noah Cheruiyot; … - In: FinTech 4 (2025) 2, pp. 1-19
fixed-effects model, with machine-learning algorithms such as Random Forest and Support Vector Machine. These methods are …
Persistent link: https://www.econbiz.de/10015432827
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A novel robust optimization model for nonlinear Support Vector Machine
Maggioni, Francesca; Spinelli, Andrea - In: European journal of operational research : EJOR 322 (2025) 1, pp. 237-253
Persistent link: https://www.econbiz.de/10015410212
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Machine learning applications in finance : special issue reprint
Kim, Jong-Min (ed.) - 2025 - 2nd edition
Persistent link: https://www.econbiz.de/10015609822
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Forecasting macro with finance
Bachmair, Kilian; Schmitz, Niklas - 2025
Persistent link: https://www.econbiz.de/10015651405
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Extended twin parametric margin support vector regression
Sahleh, Ali; Salahi, Maziar; Eskandari, Sadegh; … - In: Opsearch : journal of the Operational Research Society … 62 (2025) 2, pp. 682-705
Persistent link: https://www.econbiz.de/10015532918
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Margin optimal classification trees
D'Onofrio, Federico; Grani, Giorgio; Monaci, Marta; … - In: Computers & operations research : an international journal 161 (2024), pp. 1-19
Persistent link: https://www.econbiz.de/10014559221
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Nowcasting GDP: what are the gains from machine learning algorithms?
Arro-Cannarsa, Milen; Scheufele, Rolf - 2024
Persistent link: https://www.econbiz.de/10015044842
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A novel fusion Support Vector Machine integrating weak and sphere models for classification challenges with massive data
Pimentel, Jonatha Sousa; Ospina, Raydonal; Ara, Anderson - 2024
incorporating weak and sphere support vector machine to address classification challenges with massive datasets. Comparative …The unprecedented growth in data generation has necessitated the adoption of advanced analytical techniques. Support … Vector Machine (SVM) is a powerful machine learning tool that has proven invaluable in classifying observations through …
Persistent link: https://www.econbiz.de/10015101975
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