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  • Search: subject:"XGBoost"
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Year of publication
Subject
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XGBoost 81 Artificial intelligence 63 Künstliche Intelligenz 63 Forecasting model 51 Prognoseverfahren 51 Theorie 22 Theory 22 Machine learning 18 machine learning 18 Algorithm 12 Algorithmus 12 Insolvency 10 Insolvenz 10 Neural networks 10 Neuronale Netze 10 SHAP 8 random forest 8 Big Data 7 Data Mining 7 Data mining 7 Machine Learning 7 Regression analysis 7 Regressionsanalyse 7 Big data 6 Consumer behaviour 6 Konsumentenverhalten 6 xgboost 6 Anlageverhalten 5 Behavioural finance 5 Classification 5 Early warning system 5 Frühwarnsystem 5 Klassifikation 5 LightGBM 5 Portfolio selection 5 Portfolio-Management 5 Random forest 5 Risk management 5 XGBOOST 5 AdaBoost 4
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Online availability
All
Undetermined 58 Free 53 CC license 19
Type of publication
All
Article 91 Book / Working Paper 20
Type of publication (narrower categories)
All
Article in journal 81 Aufsatz in Zeitschrift 81 Working Paper 19 Arbeitspapier 14 Graue Literatur 14 Non-commercial literature 14 Article 6 research-article 3 Aufsatz im Buch 1 Book section 1
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Language
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English 111
Author
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Carmona, Pedro 4 Greyling, Talita 4 Kis-Katos, Krisztina 4 Kneib, Thomas 4 Lenel, Friederike 4 Lu, Yao 4 Petropoulos, Anastasios 4 Rossouw, Stephanié 4 Weisser, Christoph 4 Chlebus, Marcin 3 Grebenar, Tomislav 3 Gómez González, José Eduardo 3 Hrbić, Rajka 3 Siakoulis, Vasilis 3 Sánchez-Franco, Manuel J. 3 Uribe, Jorge 3 Valencia, Oscar M. 3 Athanasopoulos, George 2 Bae, Sangil 2 Hussain, Syed Muzammil 2 Hyndman, Rob J. 2 Jabeur, Sami Ben 2 Jeong, Minsoo 2 Kozlovskis, Konstantins 2 Lace, Natalja 2 Liu, Yuanyuan 2 Meng, Yun 2 Momparler, Alexandre 2 Montero-Manso, Pablo 2 Mühlbauer, Sabrina 2 Santos, Manuel Alonso dos 2 Siakoulis, Vasileios 2 Stavroulakis, Evangelos 2 Uzunlu, Baris Yalin 2 Weber, Enzo 2 Ślepaczuk, Robert 2 Adekoya, Adebayo Felix 1 Adland, Roar 1 Anand, Arsh 1 Anik, Fahim Islam 1
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Published in...
All
Working papers 5 Applied economics 4 Finance research letters 4 Computational economics 3 Data Technologies and Applications 3 Journal of retailing and consumer services 3 Research in international business and finance 3 Data science and management : DSM 2 Decision analytics journal 2 GLO Discussion Paper 2 GLO discussion paper 2 International review of economics & finance : IREF 2 Journal of forecasting 2 Journal of the Operational Research Society 2 Maritime policy & management 2 Scandinavian actuarial journal 2 The North American journal of economics and finance : a journal of financial economics studies 2 Asia Pacific financial markets 1 Cege discussion paper 1 Central Bank Review (CBR) 1 Central Bank review / Central Bank of the Republic of Turkey 1 Contemporary economics 1 Development Engineering 1 Development engineering 1 Discussion paper / Statistics Netherlands 1 East Asian Economic Review (EAER) 1 East Asian economic review 1 Economic research 1 Economics & politics 1 Economics and business review 1 European journal of operational research : EJOR 1 European research studies 1 FFA Working Papers : FFA working paper 1 Financial innovation : FIN 1 IAB discussion paper : Beiträge zum wissenschaftlichen Dialog aus dem Institut für Arbeitsmarkt- und Berufsforschung 1 IAB-Discussion Paper 1 IDB Working Paper Series 1 IEEE transactions on engineering management : EM 1 Information systems management 1 Information systems research : ISR 1
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Source
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ECONIS (ZBW) 97 EconStor 11 Other ZBW resources 3
Showing 1 - 10 of 111
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Sovereign debt cost and economic complexity
Gómez González, José Eduardo; Uribe, Jorge; … - In: Journal of international financial markets, … 99 (2025), pp. 1-24
Persistent link: https://www.econbiz.de/10015405719
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Experienced well-being and compliance behaviour: new applications of Quality of Life theories, using AI and real-time data
Rossouw, Stephanié; Greyling, Talita - 2025
crisis. Using a cross-national dataset and applying XGBoost and SHAP, we examine how dynamic, within-country features, both …
Persistent link: https://www.econbiz.de/10015406626
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Experienced well-being and compliance behaviour: new applications of Quality of Life theories, using AI and real-time data
Rossouw, Stephanié; Greyling, Talita - 2025
crisis. Using a cross-national dataset and applying XGBoost and SHAP, we examine how dynamic, within-country features, both …
Persistent link: https://www.econbiz.de/10015404570
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Effective per capita municipal expenditures correlated with population changes in small and medium-sized cities in Japan
Kato, Haruka - In: Journal of urban management 14 (2025) 2, pp. 314-324
"In recent years, urban policy-makers have been urged to adopt the development of urban policies for shrinking cities from an urban management perspective. However, urban management in shrinking cities is a difficult problem because it is fiscally restrictive compared with cities with growing...
Persistent link: https://www.econbiz.de/10015414997
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Beyond resource use: XGBoost reveals unexpected drivers of corporate CO2 emissions
Clément, Alexandre; Robinot, Élisabeth; Trespeuch, Léo - In: Contemporary economics 19 (2025) 2, pp. 163-185
This study aimed to determine the most relevant variables for carbon dioxide (CO2) intensity using an XGBoost …
Persistent link: https://www.econbiz.de/10015436181
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Sovereign risk and economic complexity
Gómez González, José Eduardo; Uribe, Jorge; … - 2024
This paper investigates how a country's economic complexity influences its sovereign yield spread with respect to the United States. Notably, a one-unit increase in the Economic Complexity Index is associated with a reduction of about 87 basis points in the 10-year yield spread. However, this...
Persistent link: https://www.econbiz.de/10014563887
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Predicting job match quality: A machine learning approach
Mühlbauer, Sabrina; Weber, Enzo - 2024
job stability and wages. The models are estimated with both machine learning (ML) (i.e., XGBoost) and common statistical … methods (i.e., OLS, logit). Compared to the latter approach, we find that XGBoost performs better for pattern recognition …
Persistent link: https://www.econbiz.de/10015046850
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Development and validation of a real-time happiness index using Google TrendsTM
Greyling, Talita; Rossouw, Stephanié - 2024
employ machine learning algorithms XGBoost and ElasticNet to determine the most important words and weight the happiness …
Persistent link: https://www.econbiz.de/10015067330
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Predicting zombie firms after the COVID-19 pandemic using explainable artificial intelligence
Seo, Dongwook; Kim, Hyeong Joon; Mun, Seongjae - In: Journal of derivatives and quantitative studies : … 32 (2024) 4, pp. 266-285
pandemic increases the number of zombie firms. We find that the XGBoost model based on a boosting technique has the best … using the XAI approach, we provide visualized interpretations for the prediction results from the XGBoost model. The …
Persistent link: https://www.econbiz.de/10015173786
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Forecasting bank failure in the U.S. : a cost-sensitive approach
Ekinci, Aykut; Sen, Safa - In: Computational economics 64 (2024) 6, pp. 3161-3179
Persistent link: https://www.econbiz.de/10015144192
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