EconBiz - Find Economic Literature
    • Logout
    • Change account settings
  • A-Z
  • Beta
  • About EconBiz
  • News
  • Thesaurus (STW)
  • Academic Skills
  • Help
  •  My account 
    • Logout
    • Change account settings
  • Login
EconBiz - Find Economic Literature
Publications Events
Search options
Advanced Search history
My EconBiz
Favorites Loans Reservations Fines
    You are here:
  • Home
  • Search: subject:"machine learning models"
Narrow search

Narrow search

Year of publication
Subject
All
Artificial intelligence 41 Künstliche Intelligenz 41 Machine learning models 22 Forecasting model 21 Prognoseverfahren 21 machine learning models 18 Theorie 13 Theory 13 Corporate Social Responsibility 6 Corporate social responsibility 6 Algorithm 5 Algorithmus 5 Portfolio selection 5 Portfolio-Management 5 COVID-19 4 Coronavirus 4 Insolvency 4 Insolvenz 4 Nachhaltige Kapitalanlage 4 Sustainable investment 4 Börsenkurs 3 CAPM 3 Innovation 3 KMU 3 Neural networks 3 Neuronale Netze 3 SME 3 Share price 3 Time series analysis 3 USA 3 United States 3 Zeitreihenanalyse 3 bankruptcy prediction 3 Aktienmarkt 2 Anleihe 2 Anomalies 2 Asset pricing models 2 Audio features 2 Bitcoin 2 Bond 2
more ... less ...
Online availability
All
Free 31 Undetermined 22 CC license 14
Type of publication
All
Article 50 Book / Working Paper 3
Type of publication (narrower categories)
All
Article in journal 38 Aufsatz in Zeitschrift 38 Article 7 Aufsatz im Buch 3 Book section 3 Arbeitspapier 2 Graue Literatur 2 Non-commercial literature 2 Working Paper 2 research-article 1
more ... less ...
Language
All
English 52 Undetermined 1
Author
All
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
more ... less ...
Published in...
All
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 Technological forecasting & social change : an international journal 2 African journal of science, technology, innovation and development : AJSTID 1 CIRRELT 1 Cambridge journal of regions, economy and society 1 Computational economics 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 production research 1 International journal of services and standards : IJSS 1 Journal of Risk and Financial Management 1 Journal of forecasting 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 Risk assessment and financial regulation in emerging markets' banking : trends and prospects 1 Risks : open access journal 1 Russian journal of economics 1 Supply chain analytics 1
more ... less ...
Source
All
ECONIS (ZBW) 44 EconStor 7 RePEc 1 Other ZBW resources 1
Showing 1 - 10 of 53
Cover Image
Optimizing machine learning models for wheat yield estimation using a comprehensive UAV dataset
Khodjaev, Shovkat; Bobojonov, Ihtiyor; Kuhn, Lena; … - In: Modeling Earth Systems and Environment 11 (2025)
Timely and accurate wheat yield forecasts using Unmanned Aircraft Vehicles (UAV) are crucial for crop management decisions, food security, and ensuring the sustainability of agriculture worldwide. While traditional machine learning algorithms have already been used in crop yield modelling,...
Persistent link: https://www.econbiz.de/10015177008
Saved in:
Cover Image
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
Saved in:
Cover Image
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 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/10015469954
Saved in:
Cover Image
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 (PJCSS) 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/10015482432
Saved in:
Cover Image
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/10015471783
Saved in:
Cover Image
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
Saved in:
Cover Image
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
Saved in:
Cover Image
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
Saved in:
Cover Image
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
Saved in:
Cover Image
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
Saved in:
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • Next
  • Last
A service of the
zbw
  • Sitemap
  • Plain language
  • Accessibility
  • Contact us
  • Imprint
  • Privacy

Loading...