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Year of publication
Subject
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binary classification 15 Binary classification 13 Classification 13 Klassifikation 13 Forecasting model 8 Prognoseverfahren 8 Theorie 8 Theory 8 Artificial intelligence 7 Künstliche Intelligenz 7 Banking crises 4 binary classification tree 4 Cluster analysis 3 Clusteranalyse 3 Early warning system 3 Frühwarnsystem 3 Insolvency 3 Insolvenz 3 Logit model 3 Mustererkennung 3 Pattern recognition 3 conditional inference trees 3 correlated predictors 3 currency crises 3 early warning indicators 3 simulation study 3 supervised machine learning 3 Algorithm 2 Algorithmus 2 Bandwidth selection 2 Bankenkrise 2 Banking crisis 2 Data Mining 2 Data mining 2 Edge detection 2 Estimation theory 2 Image processing 2 JDemetra+ 2 Logistic regression 2 Logit-Modell 2
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Online availability
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Undetermined 17 Free 16 CC license 1
Type of publication
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Article 22 Book / Working Paper 14
Type of publication (narrower categories)
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Article in journal 17 Aufsatz in Zeitschrift 17 Working Paper 5 Arbeitspapier 3 Graue Literatur 3 Non-commercial literature 3 Article 1 research-article 1
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Language
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English 28 Undetermined 7 Spanish 1
Author
All
Joy, Mark 3 Ollech, Daniel 3 Webel, Karsten 3 Astorino, A. 2 Gaudioso, M. 2 Hyndman, Rob J. 2 Khalaf, W. 2 Luo, Jian 2 POEL, D. VAN DEN 2 Rusnák, Marek 2 Vašíček, Bořek 2 Šmídková, Kateřina 2 Akman, Mehmet Sait 1 Al-Kandari, Noriah M. 1 Antoch, Jaromír 1 Avouyi-Dovi, Sanvi 1 Balvert, Marleen 1 Baumann, Philipp 1 Baydogan, Mustafa G. 1 Biancotti, Claudia 1 Bolaños Gamarra, Jorge Eduardo 1 COUSSEMENT, K. 1 Cabrol, Sébastien 1 Chao, Shiwei 1 Charpentier, Arthur 1 Cifcili, Serap 1 Cruz Corona, Carlos A. 1 D'Aurizio, Leandro 1 Demiray, Onur 1 Deng, Zhibin 1 Dhalaria, Meghna 1 Dogan, Emrah 1 Dyckerhoff, Rainer 1 Fan, Yanan 1 Fang, Shu-Cherng 1 Flachaire, Emmanuel 1 Gallic, Ewen 1 Gandotra, Ekta 1 Gao, Zheming 1 Guneş, Evrim D. 1
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Institution
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Department of Econometrics and Business Statistics, Monash Business School 2 Faculteit Economie en Bedrijfskunde, Universiteit Gent 2 Banca d'Italia 1 Dipartimento di Scienze Economiche, Aziendali, Matematiche e Statistiche, Università degli Studi di Trieste 1 Université Paris-Dauphine (Paris IX) 1 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 1 Česká Národní Banka 1
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Published in...
All
European journal of operational research : EJOR 3 Computational economics 2 Monash Econometrics and Business Statistics Working Papers 2 Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 2 Advances in business and management forecasting 1 Computational Management Science 1 Computational Management Science : CMS 1 Data Technologies and Applications 1 Deutsche Bundesbank Discussion Paper 1 Discussion paper 1 Discussion paper / Center for Economic Research, Tilburg University 1 ECB Working Paper 1 Economics Thesis from University Paris Dauphine 1 Fuzzy optimization and decision making : a journal of modeling and computation under uncertainty 1 Global business review 1 Health care management science : a new journal serving the international health care management community 1 International economics and economic policy : IEEP 1 International journal of applied management science : IJAMS 1 International journal of computational economics and econometrics : IJCEE 1 International journal of finance & economics : IJFE 1 Journal of Classification 1 Journal of Information & Knowledge Management (JIKM) 1 Journal of econometric methods 1 MPRA Paper 1 Mokslo darbai / Vilniaus Universitetas 1 Revista latinoamericana de desarrollo económico 1 Statistics in Transition New Series 1 Temi di discussione (Economic working papers) 1 Working Papers / Česká Národní Banka 1 Working Papers DEAMS 1 Working papers 1
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Source
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ECONIS (ZBW) 20 RePEc 12 EconStor 3 Other ZBW resources 1
Showing 11 - 20 of 36
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Classification of patients with chronic disease by activation level using machine learning methods
Demiray, Onur; Guneş, Evrim D.; Kulak, Ercan; Dogan, Emrah - In: Health care management science : a new journal serving … 26 (2023) 4, pp. 626-650
Persistent link: https://www.econbiz.de/10015079819
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A random forest-based approach to identifying the most informative seasonality tests
Ollech, Daniel; Webel, Karsten - 2020
Virtually each seasonal adjustment software includes an ensemble of seasonality tests for assessing whether a given time series is in fact a candidate for seasonal adjustment. However, such tests are certain to produce either the same resultor conflicting results, raising the question if there...
Persistent link: https://www.econbiz.de/10012302182
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A random forest-based approach to identifying the most informative seasonality tests
Ollech, Daniel; Webel, Karsten - 2020
Virtually each seasonal adjustment software includes an ensemble of seasonality tests for assessing whether a given time series is in fact a candidate for seasonal adjustment. However, such tests are certain to produce either the same resultor conflicting results, raising the question if there...
Persistent link: https://www.econbiz.de/10012301212
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A kernel-free double well potential support vector machine with applications
Gao, Zheming; Fang, Shu-Cherng; Luo, Jian; Medhin, Negash - In: European journal of operational research : EJOR 290 (2021) 1, pp. 248-262
Persistent link: https://www.econbiz.de/10012436294
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Depth-based support vector classifiers to detect data nests of rare events
Dyckerhoff, Rainer; Stenz, Hartmut Jakob - In: International journal of computational economics and … 11 (2021) 2, pp. 107-142
Persistent link: https://www.econbiz.de/10012507582
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Effects of resampling techniques on imbalanced data classification : a new under-resampling method
Nguyen, Son; Schumacher, Phyllis; Olinsky, Alan; Quinn, John - In: Advances in business and management forecasting 14 (2021), pp. 51-70
Persistent link: https://www.econbiz.de/10014291699
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PREDICTION OF A FUNCTION OF MISCLASSIFIED BINARY DATA
Al-Kandari, Noriah M.; Lahiri, Partha - In: Statistics in Transition New Series 17 (2016) 3, pp. 429-447
Persistent link: https://www.econbiz.de/10012141631
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Banking and currency crises: differential diagnostics for developed countries
Joy, Mark; Rusnák, Marek; Šmídková, Kateřina; … - 2015
We identify a set of “rules of thumb” that characterise economic, financial and structural conditions preceding the onset of banking and currency crises in 36 advanced economies over 1970–2010. We use the Classification and Regression Tree methodology (CART) and its Random Forest (RF)...
Persistent link: https://www.econbiz.de/10011605855
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A comparative study of the leading machine learning techniques and two new optimization algorithms
Baumann, Philipp; Hochbaum, D. S.; Yang, Y. T. - In: European journal of operational research : EJOR 272 (2019) 3, pp. 1041-1057
Persistent link: https://www.econbiz.de/10011942734
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Banking and Currency Crises: Differential Diagnostics for Developed Countries
Joy, Mark; Rusnak, Marek; Smidkova, Katerina; Vasicek, Borek - Česká Národní Banka - 2014
We identify a set of "rules of thumb" that characterise economic, financial and structural conditions preceding the onset of banking and currency crises in 36 advanced economies over 1970–2010. We use the Classification and Regression Tree methodology (CART) and its Random Forest (RF)...
Persistent link: https://www.econbiz.de/10011210755
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