... to advanced machine learning (ML) applications, giving a road map for future research in this domain. These clusters include ML and deep learning (DL) predictive techniques for corporate financial performance. Furthermore, the findings reveal that random forest, support vector machines, decision trees...

... in financial forecasting. Originality/value This study contributes to the growing body of literature by highlighting the enhanced predictive power of deep learning models that incorporate investor sentiment from social media, thereby advancing the application of behavioral finance in financial forecasting...

... techniques to detect managerial fraud in narrative reports. The findings indicate that artificial intelligence, deep learning and ML are currently trending methods and are expected to continue in the coming years. Originality/value To the best of the authors’ knowledge, this study is the first to provide...