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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 11 - 20 of 58
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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
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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 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
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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/10015471783
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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 (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
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Electroencephalogram-based emotion recognition : a comparative analysis of supervised machine learning algorithms
Prakash, Anagha; Poulose, Alwin - In: Data science and management : DSM 8 (2025) 3, pp. 342-360
Emotion recognition from electroencephalogram (EEG) signals has garnered significant attention owing to its potential applications in affective computing, human-computer interaction, and mental health monitoring. This paper presents a comparative analysis of different machine learning methods...
Persistent link: https://www.econbiz.de/10015550333
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Early warning system for debt group migration : the case of one commercial Bank in Vietnam
Quoc Hung Nguyen; Hoang Viet Trinh; Truong Viet Phuong; … - In: Foundations of Management : the journal of Warsaw … 16 (2024) 1, pp. 195-216
This study utilizes machine learning models, including Logistic Regression, Support Vector Machine, Decision Tree, and …
Persistent link: https://www.econbiz.de/10015073378
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Evaluating the impact of the COVID-19 pandemic on the geospatial distribution of buildings' carbon footprints associated with electricity consumption
Zaidan, Esmat; Abulibdeh, Ammar; Jabbar, Rateb; Onat, … - In: Energy strategy reviews 52 (2024), pp. 1-22
CF model predictions by employing three distinct machine-learning models. Spatial analyses were conducted to identify …
Persistent link: https://www.econbiz.de/10014583312
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Reducing transaction costs using intraday forecasts of limit order book slopes
Ahabchane, Chahid; Cenesizoglu, Tolga; Grass, Gunnar; … - In: Journal of forecasting 43 (2024) 8, pp. 2982-3008
Persistent link: https://www.econbiz.de/10015110592
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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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Machine learning algorithms for predicting unemployment duration in Russia
Maigur, Anna A. - In: Russian journal of economics 10 (2024) 4, pp. 365-384
Predictions of the individual unemployment duration will allow to distribute target support while searching for a job more effectively. The paper uses survival models to predict the unemployment duration based on data from Russian employment centers in 2017-2021. The dataset includes...
Persistent link: https://www.econbiz.de/10015396287
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