Search Results - subject:"Machine Learning"

Modelling and performance evaluation of containerised parcel delivery

Eskandarzadeh, Saman; Fahimnia, Behnam - 2024

Persistent link: https://www.econbiz.de/10014450938

Addressing unanticipated interactions in risk equalization : a machine learning approach to modeling medical expenditure risk

Ismail, I.; Stam, P. J. A.; Portrait, F. R. M.; … - In: Economic modelling 130 (2024), pp. 1-10

Persistent link: https://www.econbiz.de/10014451138

Predicting dropout from higher education : evidence from Italy

Delogu, Marco; Lagravinese, Raffaele; Paolini, Dimitri; … - In: Economic modelling 130 (2024), pp. 1-15

Persistent link: https://www.econbiz.de/10014451143

Harnessing machine learning for real-time inflation nowcasting

Schnorrenberger, Richard; Schmidt, Aishameriane; Moura, … - 2024 - This version: February 2024

Persistent link: https://www.econbiz.de/10014487098

An improved model accuracy for forecasting risk measures: Application of ensemble methods

Makatjane, Katleho; Mmelesi, Kesaobaka - In: Journal of Applied Economics 27 (2024) 1, pp. 1-30

Statistical-based predictions with extreme value theory improve the performance of the risk model not by choosing the model structure that is expected to predict the best but by developing a model whose results are a combination of models with different shapes. Using different ensemble...

Persistent link: https://www.econbiz.de/10015334047

Economic AI on the move: The relationship between sugar-sweetened beverages consumption and weight gain in Kyrgyzstan

Suyunov, Alisher; Akramov, Kamiljon - In: Journal of Applied Economics 27 (2024) 1, pp. 1-27

Household Survey 2011 using propensity score matching in tandem with machine-learning models. The findings of our study indicate …

Persistent link: https://www.econbiz.de/10015334337

Do non-farmers pay more for land than farmers?

Schmidt, Lorenz; Odening, Martin; Ritter, Matthias - In: European review of agricultural economics 51 (2024) 4, pp. 1094-1128

Persistent link: https://www.econbiz.de/10015332942

Big data in leadership studies : automated machine learning model to predict preferred leader behavior across cultures

Lankut, Erik; Warner-Søderholm, Gillian; Alon, Ilan; … - In: Businesses 4 (2024) 4, pp. 696-722

factors, drawn from the Leader Behavior Description Questionnaire (LBDQXII), across cultures using automated machine learning …

Persistent link: https://www.econbiz.de/10015332984

Computing capital stocks in the German social security records and quantifying their role for wage inequality

Janser, Markus; Lehmer, Florian; Zierahn-Weilage, Ulrich - In: CESifo economic studies : a joint initiative of the … 70 (2024) 4, pp. 370-393

Persistent link: https://www.econbiz.de/10015332776

Predicting machine failures using machine learning and deep learning algorithms

Yadav, Devendra K.; Kaushik, Aditya; Yadav, Nidhi - In: Sustainable manufacturing and service economics 3 (2024), pp. 1-11

covers two objectives namely, to compare the performance of machine learning algorithms in classifying machine failures, and … machine learning algorithms and finds the XG Boost Classifier to be the most effective among them. Long Short-Term Memory … traditional machine learning and Artificial Neural Networks (ANN). The novelty of this study is the application and comparison of …

Persistent link: https://www.econbiz.de/10015332702