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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 1 - 10 of 58
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Predicting stock market risk using machine learning classification models
Noh, Seol-Hyun - In: Risks : open access journal 14 (2026) 4, pp. 1-12
sharp declines in stock returns using classification-based machine learning models. Using ten years of KOSPI 200 index data …
Persistent link: https://www.econbiz.de/10015640349
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Hydrogen revolution : artificial intelligence and machine learning driven policies, feasibility, challenges and opportunities: Insights from Asian countries
Raghuvanshi, Sankalp; Singh, Kalpana; Chaudhary, Malvika; … - In: Energy strategy reviews 61 (2025), pp. 1-23
Green hydrogen, a zero-carbon emission fuel, has become a real competitor to transform the energy market, thanks to improvements in the electrolysis process, decreased costs, and the presence of renewable energy resources. Energy industries have shown considerable progress in hydrogen production...
Persistent link: https://www.econbiz.de/10015492632
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Macroeconomic and labor market drivers of ai adoption in Europe : a machine learning and panel data approach
Drago, Carlo; Costantiello, Alberto; Savorgnan, Marco; … - In: Economies : open access journal 13 (2025) 8, pp. 1-62
This article investigates the macroeconomic and labor market conditions that shape the adoption of artificial intelligence (AI) technologies among large firms in Europe. Based on panel data econometrics and supervised machine learning techniques, we estimate how public health spending, access to...
Persistent link: https://www.econbiz.de/10015447903
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Measuring inequality in the adoption of ESG scores by small and medium enterprises
Amendola, Alessandra; Bernardelli, Adelaide Emma; … - In: International review of economics & finance : IREF 103 (2025), pp. 1-19
Persistent link: https://www.econbiz.de/10015506588
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An advanced optimization framework for hyperparameter tuning in predictive analytics
Rodan, Ali - 2025
Exhaustive hyperparameter search techniques such as grid search and random search are widely used in predictive analytics but become computationally expensive and often suboptimal in high-dimensional or nonlinear settings. This challenge is particularly clear in tuning Cycle Reservoir with Jumps...
Persistent link: https://www.econbiz.de/10015506753
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Measuring inequality in the adoption of ESG scores by small and medium enterprises
Amendola, Alessandra; Bernardelli, Adelaide Emma; … - In: International review of economics & finance : IREF 103 (2025), pp. 1-19
Persistent link: https://www.econbiz.de/10015515268
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An analytical review of predictive methods for delivery delays in supply chains
Müller, Norman; Burggräf, Peter; Steinberg, Fabian; … - In: Supply chain analytics 11 (2025), pp. 1-22
Predicting delivery delays is crucial for companies, especially in times of increasing global uncertainty and vulnerable supply chains. Machine learning (ML) offers significant potential to improve the forecast performance and quality of delivery delay prediction. Although various prediction...
Persistent link: https://www.econbiz.de/10015519713
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A prescriptive tree-based model for energy-efficient room scheduling : considering uncertainty in energy generation and consumption
Chen, Siping; Chiong, Raymond; Li, Debiao - In: European journal of operational research : EJOR 326 (2025) 2, pp. 374-388
Persistent link: https://www.econbiz.de/10015433423
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Sector-specific financial forecasting with machine learning algorithm and SHAP interaction values
Ergenç, Cansu; Aktaş, Rafet - In: Financial internet quarterly 21 (2025) 1, pp. 42-66
This study examines the application of machine learning models to predict financial performance in various sectors … finance. A range of machine learning models, including Linear Regression, Ridge, Lasso, Decision Tree, Bagging, Random Forest …
Persistent link: https://www.econbiz.de/10015393631
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Unsupervised machine learning based anomaly detection in high frequency data : Evidence from Cryptocurrency Market
Latif, Muhammad Nouman; Kaplan, Muhittin; Khan, Asad ul … - In: Pakistan journal of commerce and social sciences 19 (2025) 3, pp. 407-440
cryptocurrency markets using Jupyter Notebook. We compare four advanced unsupervised machine learning models, i.e, Density …
Persistent link: https://www.econbiz.de/10015475249
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