Search Results - subject:"Machine learning models"

Comparative analysis of machine learning models for bankruptcy prediction in the context of Pakistani companies

Máté, Domicián; Raza, Hassan; Ahmad, Ishtiaq - In: Risks : open access journal 11 (2023) 10, pp. 1-17

This article presents a comparative analysis of machine learning models for business failure prediction. Bankruptcy … financial literature by comparing machine learning models tailored to anticipate Pakistani stock market insolvency. These …

Persistent link: https://www.econbiz.de/10014391775

Modelling failure rates with machine-learning models : evidence from a panel of UK firms

Sermpinis, Georgios; Tsoukas, Serafeim; Zhang, Yiqun - In: European financial management : the journal of the … 29 (2023) 3, pp. 734-763

Persistent link: https://www.econbiz.de/10014327810

The relationship between ESG ratings and digital technological innovation in manufacturing : insights via dual machine learning models

Yang, Bai; Huang, Jingfeng; Chen, Yinzhong - In: Finance research letters 71 (2025), pp. 1-14

Persistent link: https://www.econbiz.de/10015196497

Enhancing stock market anomalies with machine learning

Azevedo, Vitor; Hoegner, Christopher - In: Review of Quantitative Finance and Accounting 60 (2022) 1, pp. 195-230

We examine the predictability of 299 capital market anomalies enhanced by 30 machine learning approaches and over 250 models in a dataset with more than 500 million firm-month anomaly observations. We find significant monthly (out-of-sample) returns of around 1.8–2.0%, and over 80% of the...

Persistent link: https://www.econbiz.de/10015191612

Urban-regional disparities in mental health signals in Australia during the COVID-19 pandemic : a study via Twitter data and machine learning models

Wang, Siqing; Zhang, Mengxi; Huang, Xiao; Hu, Tao; Li, … - In: Cambridge journal of regions, economy and society 15 (2022) 3, pp. 663-682

Persistent link: https://www.econbiz.de/10013541727

Innovation and environmental, social, and governance initiatives in enterprise management : a machine learning analysis

Park, Kathleen Marshall; Pinsky, Eugene; Pattnaik, Sarthak - In: Entrepreneurship, Innovation, and Technology : A …, (pp. 201-222). 2024

Persistent link: https://www.econbiz.de/10015142221

The impact of liquidity conditions on the time-varying link between U.S. municipal green bonds and major risky markets during the COVID-19 crisis : a machine learning approach

Kocaarslan, Baris; Mushtaq, Rizwan - In: Energy policy : the international journal of the … 184 (2024), pp. 1-15

Persistent link: https://www.econbiz.de/10014454919

Unveiling the melodic matrix : exploring genre-and-audio dynamics in the digital music popularity using machine learning techniques

Zhang, Jurui; Yu, Shan; Liu, Raymond; Xie, Guang-Xin; … - In: Marketing intelligence & planning 42 (2024) 8, pp. 1333-1352

Persistent link: https://www.econbiz.de/10015200637

Predicting daily hotel occupancy : a practical application for independent hotels

Ampountolas, Apostolos; Legg, Mark - In: Journal of revenue and pricing management 23 (2024) 3, pp. 197-205

Persistent link: https://www.econbiz.de/10014583696

Profitability, effectiveness, operational efficiency, and market growth of SMEs in Albania after piloting data analytics

Vajjhala, Narasimha Rao; Strang, Kenneth David - In: International journal of services and standards : IJSS 14 (2024) 1, pp. 51-64

Persistent link: https://www.econbiz.de/10015069329