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Year of publication
Subject
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GBDT 6 Forecasting model 4 Prognoseverfahren 4 Decision tree 3 Entscheidungsbaum 3 LightGBM 3 Theorie 3 Theory 3 Artificial intelligence 2 Credit risk 2 Credit risk models 2 Default risk 2 EFB 2 GBM 2 GOSS 2 Insolvency 2 Insolvenz 2 Kreditrisiko 2 Künstliche Intelligenz 2 Lending club 2 P2P lending 2 predictive model 2 Aktiengesellschaft 1 Algorithm 1 Algorithmus 1 Artificial Intelligence Finance 1 BFS 1 Bank lending 1 Basel Accord 1 Basler Akkord 1 Big Data 1 Big data 1 Catboost 1 China 1 Chinese companies 1 Consumer credit 1 Data Mining 1 Data mining 1 Factor analysis 1 Faktorenanalyse 1
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Online availability
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Free 5 Undetermined 3 CC license 1
Type of publication
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Article 6 Book / Working Paper 2
Type of publication (narrower categories)
All
Article in journal 5 Aufsatz in Zeitschrift 5 Working Paper 2 Arbeitspapier 1 Article 1 Graue Literatur 1 Non-commercial literature 1
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Language
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English 8
Author
All
Drin, Svitlana 2 Chen, Li 1 Chi, Guotai 1 Hatıpoğlu, Irmak 1 Lua Thi Trinh 1 Minami, Shotaro 1 Raj, V. Mohan 1 Sugitomo, Seisuke 1 Suresh, Y. 1 Tosun, Nedret 1 Tosun, Ömür 1 Trinh, Lua Thi 1 Venkatesh, M. 1 Wang, Shanshan 1 Zhou, Ying 1
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Published in...
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International journal of enterprise network management : IJENM 1 Journal of Economics, Finance and Administrative Science 1 Journal of economics, finance & administrative science 1 Journal of mathematical finance 1 LogForum : elektroniczne czasopismo naukowe z dziedziny logistyki 1 The journal of risk model validation 1 Working Paper 1 Working paper 1
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Source
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ECONIS (ZBW) 6 EconStor 2
Showing 1 - 8 of 8
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Forecast model of the price of a product with a cold start
Drin, Svitlana - 2024
This article presents a comprehensive study on developing a predictive product pricing model using LightGBM, a machine learning method optimized for regression challenges in situations with limited historical data. It begins by detailing the core principles of LightGBM, including decision trees,...
Persistent link: https://www.econbiz.de/10014551716
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A comparative analysis of consumer credit risk models in Peer-to-Peer Lending
Trinh, Lua Thi - In: Journal of Economics, Finance and Administrative Science 29 (2024) 58, pp. 346-365
Gradient Boosting Decision Tree (GBDT) in Peer-to-Peer (P2P) Lending. Design/methodology/approach The author uses data from P2P … show that GBDT is the best model for most of the metrics or metric families included in the study. The findings of this …
Persistent link: https://www.econbiz.de/10015414358
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Cover Image
Forecast model of the price of a product with a cold start
Drin, Svitlana - 2024
This article presents a comprehensive study on developing a predictive product pricing model using LightGBM, a machine learning method optimized for regression challenges in situations with limited historical data. It begins by detailing the core principles of LightGBM, including decision trees,...
Persistent link: https://www.econbiz.de/10014464921
Saved in:
Cover Image
A comparative analysis of consumer credit risk models in Peer-to-Peer Lending
Lua Thi Trinh - In: Journal of economics, finance & administrative science 29 (2024) 58, pp. 346-365
Gradient Boosting Decision Tree (GBDT) in Peer-to-Peer (P2P) Lending. Design/methodology/approach The author uses data from P2P … show that GBDT is the best model for most of the metrics or metric families included in the study. The findings of this …
Persistent link: https://www.econbiz.de/10015130667
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Cover Image
Flight delay prediction based with machine learning
Hatıpoğlu, Irmak; Tosun, Ömür; Tosun, Nedret - In: LogForum : elektroniczne czasopismo naukowe z dziedziny … 18 (2022) 1, pp. 97-107
Persistent link: https://www.econbiz.de/10013164722
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Forecasting the default risk of Chinese listed companies using a gradient-boosted decision tree based on the undersampling technique
Wang, Shanshan; Chi, Guotai; Zhou, Ying; Chen, Li - In: The journal of risk model validation 17 (2023) 4, pp. 97-121
Persistent link: https://www.econbiz.de/10014485969
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Mining massive online location-based services from user activity using best first gradient boosted distributed decision tree
Venkatesh, M.; Raj, V. Mohan; Suresh, Y. - In: International journal of enterprise network management … 11 (2020) 1, pp. 3-13
Persistent link: https://www.econbiz.de/10012287220
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Fundamental factor models using machine learning
Sugitomo, Seisuke; Minami, Shotaro - In: Journal of mathematical finance 8 (2018) 1, pp. 111-118
Persistent link: https://www.econbiz.de/10011846158
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