Search Results - subject:"Machine Learning Algorithms"

Machine learning approaches to credit risk: Evaluating Turkish participation and conventional banks

Sugozu, Ibrahim Halil; Verberi, Can; Yasar, Sema - In: Borsa İstanbul Review 25 (2025) 3, pp. 497-512

This study investigates the impact of competition on credit risk in the Turkish banking system, focusing on Islamic (participation) and conventional banking under the same regulatory conditions regarding credit risk. The credit risk model is trained using CatBoost, extreme gradient boosting...

Persistent link: https://www.econbiz.de/10015635742

The impact of personality, behavior, and geography on participation in the private pension system in Türkiye: A machine learning approach

Verberi, Can; Kaplan, Muhittin - In: Borsa İstanbul Review 25 (2025) 1, pp. 149-162

This study examines regional disparities in the factors that affect participation in the Private Pension System (PPS) in Türkiye, focusing on sociodemographic characteristics, personality traits and behavior, and pension and financial literacy. The behavioral factors identified encompass...

Persistent link: https://www.econbiz.de/10015635817

Antecedents and forecasting of carbon emissions using machine learning algorithms : insights from the top ten carbon-emitting nations

Selmeya, Mousa Gowfal; Elbialy, Bassam A.; Hassanein, Ahmed - In: International Journal of Energy Economics and Policy : IJEEP 15 (2025) 4, pp. 511-524

Persistent link: https://www.econbiz.de/10015466616

Liquidity forecasting at corporate and subsidiary levels using machine learning

Singh, Vinay; Choubey, Bhasker; Sauer, Stephan - In: Intelligent systems in accounting, finance & management 31 (2024) 3, pp. 1-19

Persistent link: https://www.econbiz.de/10015099041

Evaluation of the efficiency and accuracy of the system for collecting and processing EMG signals obtained using a bracelet

Bilyi, Ruslan - In: Technology audit and production reserves 3 (2024) 2/77, pp. 36-40

Persistent link: https://www.econbiz.de/10015076468

Bitcoin replication using machine learning

Harris, Richard D. F.; Mazibas, Murat; Rambaccussing, Dooruj - In: International review of financial analysis 93 (2024), pp. 1-9

Persistent link: https://www.econbiz.de/10014543496

A performance analysis of stochastic processes and machine learning algorithms in stock market prediction

Bouasabah, Mohammed - In: Economies : open access journal 12 (2024) 8, pp. 1-12

geometric Brownian motion (GBM) models, with that of machine learning algorithms, such as Random Forest, Support Vector Machine …, especially the CIR model. Additionally, this study demonstrated that the metrics of machine learning algorithms are relatively …'s value, which may overestimate their performance. In contrast, machine learning algorithms offer a more flexible approach and …

Persistent link: https://www.econbiz.de/10015070753

Women in leadership, skilled workforce, and firm performance in Bangladesh : a machine learning analysis on enterprise survey data

Roy, Chandan Kumar; Basak, Tapati - In: Croatian economic survey 26 (2024) 1, pp. 59-93

traditional ordinary least squares (OLS) regression and machine learning algorithms to analyze the relationship. While the …

Persistent link: https://www.econbiz.de/10015446371

A comprehensive examination of factors influencing intention to continue usage of health and fitness apps : a two-stage hybrid SEM-ML analysis

Sharma, Vinod; Payal, Ruchi; Dutta, Kirti; Poulose, Jeanne - In: Cogent business & management 11 (2024) 1, pp. 1-25

role of potential predictors influencing users' behavioral intention to continue. The machine learning algorithms were …

Persistent link: https://www.econbiz.de/10015446633

Machine learning-driven lending decisions in bank consumer finance

Wang, Xiaoning; Tang, Yi; Quaranta, Anna Grazia - In: International journal of information systems and supply … 17 (2024) 1, pp. 1-19

Persistent link: https://www.econbiz.de/10015433556