Search Results - subject:"Machine Learning Models"

Predictive power of ensemble learning in audit qualifications : insights from Indian firms

Shahana, T.; Lavanya, Vilvanathan; Bhat, Aamir Rashid - In: International journal of process management and … 21 (2025) 4, pp. 499-537

Persistent link: https://www.econbiz.de/10015628058

Realized volatility forecasting for stocks and futures indices with rolling CEEMDAN and machine learning models

Zhang, Yuetong; Peng, Ying; Song, Yuping - In: Computational economics 66 (2025) 2, pp. 1215-1268

Persistent link: https://www.econbiz.de/10015590937

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

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

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

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

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

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

predictive machine learning models, with the results showing the superiority of the random forest model across key performance …

Persistent link: https://www.econbiz.de/10015354189