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  • Search: subject:"Machine Learning Models"
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Year of publication
Subject
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Artificial intelligence 46 Künstliche Intelligenz 46 Forecasting model 25 Prognoseverfahren 25 Machine learning models 23 machine learning models 19 Theorie 14 Theory 14 Portfolio selection 7 Portfolio-Management 7 Corporate Social Responsibility 6 Corporate social responsibility 6 Algorithm 5 Algorithmus 5 Börsenkurs 4 COVID-19 4 Coronavirus 4 Insolvency 4 Insolvenz 4 Nachhaltige Kapitalanlage 4 Share price 4 Sustainable investment 4 Aktienmarkt 3 CAPM 3 Classification 3 Financial market 3 Finanzmarkt 3 Innovation 3 KMU 3 Klassifikation 3 Learning process 3 Lernprozess 3 Neural networks 3 Neuronale Netze 3 SME 3 Stock market 3 Time series analysis 3 USA 3 United States 3 Volatility 3
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Online availability
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Free 32 Undetermined 26 CC license 15
Type of publication
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Article 55 Book / Working Paper 3
Type of publication (narrower categories)
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Article in journal 43 Aufsatz in Zeitschrift 43 Article 7 Aufsatz im Buch 3 Book section 3 Arbeitspapier 2 Graue Literatur 2 Non-commercial literature 2 Working Paper 2 research-article 1
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Language
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English 57 Undetermined 1
Author
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Raza, Hassan 3 Ahabchane, Chahid 2 Aktaş, Rafet 2 Amendola, Alessandra 2 Bernardelli, Adelaide Emma 2 Cenesizoglu, Tolga 2 Chang, Kuo-Chu 2 Costantiello, Alberto 2 Drago, Carlo 2 Ergenç, Cansu 2 Giudici, Paolo 2 Grass, Gunnar 2 Hoegner, Christopher 2 Jena, Sanjay Dominik 2 Ji, Ran 2 Jiang, Zhenlong 2 Kaplan, Muhittin 2 Khan, Asad ul Islam 2 Kocaarslan, Baris 2 Latif, Muhammad Nouman 2 Leogrande, Angelo 2 Liu, Raymond 2 Savorgnan, Marco 2 Xie, Guang-Xin 2 Yu, Shan 2 Zhang, Jurui 2 Zurawicki, Leon 2 Abulibdeh, Ammar 1 Agarwal, Himanshu 1 Agarwal, Sakshi 1 Ahmad Husni Hamzah 1 Ahmad, Ishtiaq 1 Ahmed, Nesreen 1 Ali, Sajid 1 Ampountolas, Apostolos 1 Atiya, Amir 1 Azevedo, Vitor 1 Barskyi, Serhii 1 Basniwal, Rupesh Kumar 1 Bera, Sasadhar 1
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Published in...
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Computational economics 2 Energy strategy reviews 2 Finance research letters 2 International review of economics & finance : IREF 2 Pakistan Journal of Commerce and Social Sciences (PJCSS) 2 Pakistan journal of commerce and social sciences 2 Risks : open access journal 2 Technological forecasting & social change : an international journal 2 African journal of science, technology, innovation and development : AJSTID 1 Applied economics 1 CIRRELT 1 Cambridge journal of regions, economy and society 1 Data science and management : DSM 1 Econometric Reviews 1 Economies 1 Economies : open access journal 1 Empirical economics : a quarterly journal of the Institute for Advanced Studies 1 Energy policy : the international journal of the political, economic, planning, environmental and social aspects of energy 1 Entrepreneurship, Innovation, and Technology : A Holistic Analysis of Growth Factors 1 Environmental, social, and governance perspectives on economic development in Asia ; part A 1 European financial management : the journal of the European Financial Management Association 1 European journal of operational research : EJOR 1 Financial Internet Quarterly 1 Financial internet quarterly 1 Foundations of Management : the journal of Warsaw University of Technology 1 International journal of process management and benchmarking : IJPMB 1 International journal of production research 1 International journal of services and standards : IJSS 1 Journal of Risk and Financial Management 1 Journal of forecasting 1 Journal of international money and finance 1 Journal of revenue and pricing management 1 Journal of risk and financial management : JRFM 1 Marketing Intelligence & Planning 1 Marketing intelligence & planning 1 Modeling Earth Systems and Environment 1 Pacific-Basin finance journal 1 Research in international business and finance 1 Review of Quantitative Finance and Accounting 1 Review of quantitative finance and accounting 1
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Source
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ECONIS (ZBW) 49 EconStor 7 RePEc 1 Other ZBW resources 1
Showing 21 - 30 of 58
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A machine learning approach to predict bankruptcy in Chinese companies with ESG integration
Mehwish Kaleem; Hashim Jusoh; Raza, Hassan; Misbah Sadiq; … - In: Pakistan journal of commerce and social sciences 18 (2024) 2, pp. 335-357
integrating various tools such as classical statistics methods and state-of-the-art new machine learning models. For a comparative … analysis seven machine learning models have been employed, such as Logistic Regression, Decision Trees, Support Vector Machines …
Persistent link: https://www.econbiz.de/10014634902
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Cover Image
A machine learning approach to predict bankruptcy in Chinese companies with ESG integration
Raza, Hassan - In: Pakistan Journal of Commerce and Social Sciences (PJCSS) 18 (2024) 2, pp. 335-357
integrating various tools such as classical statistics methods and state-of-the-art new machine learning models. For a comparative … analysis seven machine learning models have been employed, such as Logistic Regression, Decision Trees, Support Vector Machines …
Persistent link: https://www.econbiz.de/10015048698
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Analysis of machine learning models for forecasting retail resources
Teslenko, Pavlo; Barskyi, Serhii - In: Technology audit and production reserves 6 (2024) 2/80, pp. 11-15
Persistent link: https://www.econbiz.de/10015543143
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The impact of the governmental environmental policy on the tfp of heavily polluting companies : the evidence from Chinese listed companies
Cao, Yuanyu - In: Applied economics 58 (2026) 6, pp. 1177-1193
Persistent link: https://www.econbiz.de/10015634981
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Your fear is (partly) mine : the role of non-VIX volatility in forecasting regional stock market volatility using interpretable machine learning
Feng, Lingbing; Shi, Jingyi; Kutan, Ali Mustafa - In: Journal of international money and finance 160 (2026), pp. 1-37
Persistent link: https://www.econbiz.de/10015574531
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Modelling failure rates with machine-learning models : evidence from a panel of UK firms
Sermpinis, Georgios; Tsoukas, Serafeim; Zhang, Yiqun - In: European financial management : the journal of the … 29 (2023) 3, pp. 734-763
Persistent link: https://www.econbiz.de/10014327810
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Comparative analysis of machine learning models for bankruptcy prediction in the context of Pakistani companies
Máté, Domicián; Raza, Hassan; Ahmad, Ishtiaq - In: Risks : open access journal 11 (2023) 10, pp. 1-17
This article presents a comparative analysis of machine learning models for business failure prediction. Bankruptcy … financial literature by comparing machine learning models tailored to anticipate Pakistani stock market insolvency. These …
Persistent link: https://www.econbiz.de/10014391775
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Enhancing stock market anomalies with machine learning
Gonçalves de Azevedo, Vitor; Hoegner, Christopher - In: Review of quantitative finance and accounting 60 (2023) 1, pp. 195-230
Persistent link: https://www.econbiz.de/10013548972
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The relationship between ESG ratings and digital technological innovation in manufacturing : insights via dual machine learning models
Yang, Bai; Huang, Jingfeng; Chen, Yinzhong - In: Finance research letters 71 (2025), pp. 1-14
Persistent link: https://www.econbiz.de/10015196497
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Prediction of market value of firms with corporate sustainability performance data using machine learning models
Doğan, Murat; Sayılır, Özlem; Chelery Komath, … - In: Finance research letters 77 (2025), pp. 1-8
Persistent link: https://www.econbiz.de/10015414491
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