20 most influential articles
| Title | Author(s) and year | Journal | TC | CPY |
|---|---|---|---|---|
| Machine learning and portfolio optimization | Ban et al. (2018) | Management Science | 375 | 53.6 |
| Instance sampling in credit scoring: An empirical study of sample size and balancing | Crone and Finlay (2012) | International Journal of Forecasting | 275 | 21.2 |
| Entrepreneurial finance and moral hazard: Evidence from token offerings | Momtaz (2021) | Journal of Business Venturing | 274 | 68.5 |
| Big data and discrimination | Gillis and Spiess (2019) | University of Chicago Law Review | 251 | 41.8 |
| Herding and anchoring in cryptocurrency markets: Investor reaction to fear and uncertainty | Gurdgiev and O'Loughlin (2020) | Journal of Behavioral and Experimental Finance | 249 | 49.8 |
| Robo advisory and its potential in addressing the behavioral biases of investors: A qualitative study in Indian context | Bhatia et al. (2020) | Journal of Behavioral and Experimental Finance | 223 | 44.6 |
| Crowds, lending, machine, and bias | Fu et al. (2021) | Information Systems Research | 180 | 45 |
| SAFE Artificial Intelligence in finance | Giudici and Raffinetti (2023) | Finance Research Letters | 160 | 80 |
| Seeing is believing? Executives' facial trustworthiness, auditor tenure, and audit fees | Hsieh et al. (2020) | Journal of Accounting & Economics | 157 | 31.4 |
| Playing the credit score game: Algorithms, “positive' data and the personification of financial objects | Kear (2017) | Economy and Society | 96 | 12 |
| Fintech for the poor: Financial intermediation without discrimination | Tantri (2021) | Review of Finance | 93 | 23.3 |
| An enforced support vector machine model for construction contractor default prediction | Tserng et al. (2011) | Automation in Construction | 84 | 6 |
| Discriminatory lending: Evidence from bankers in the lab | Brock and De Haas (2023) | American Economic Journal - Applied Economics | 79 | 39.5 |
| Face value: Trait impressions, performance characteristics and market outcomes for financial analysts | Peng et al. (2022) | Journal of Accounting Research | 72 | 24 |
| Intelligent trading of seasonal effects: A decision support algorithm based on reinforcement learning | Eilers et al. (2014) | Decision Support Systems | 57 | 5.2 |
| Prospect theory-based portfolio optimization: An empirical study and analysis using intelligent algorithms | Grishina et al. (2017) | Quantitative Finance | 57 | 7.1 |
| Algorithmic fairness in credit scoring | Bono et al. (2021) | Oxford Review of Economic Policy | 43 | 10.8 |
| Cultural relativity in consumers' rates of adoption of artificial intelligence | Tubadji et al. (2021) | Economic Inquiry | 42 | 10.5 |
| Overcoming financial planners' cognitive biases through digitalization: A qualitative study | Athota et al. (2023) | Journal of Business Research | 41 | 20.5 |
| Can artificial intelligence (AI) manage behavioural biases among financial planners? | Hasan et al. (2022) | Journal of Global Information Management | 40 | 20 |
| Title | Author(s) and year | Journal | TC | CPY |
|---|---|---|---|---|
| Machine learning and portfolio optimization | 375 | 53.6 | ||
| Instance sampling in credit scoring: An empirical study of sample size and balancing | 275 | 21.2 | ||
| Entrepreneurial finance and moral hazard: Evidence from token offerings | 274 | 68.5 | ||
| Big data and discrimination | 251 | 41.8 | ||
| Herding and anchoring in cryptocurrency markets: Investor reaction to fear and uncertainty | 249 | 49.8 | ||
| Robo advisory and its potential in addressing the behavioral biases of investors: A qualitative study in Indian context | 223 | 44.6 | ||
| Crowds, lending, machine, and bias | 180 | 45 | ||
| SAFE Artificial Intelligence in finance | 160 | 80 | ||
| Seeing is believing? Executives' facial trustworthiness, auditor tenure, and audit fees | 157 | 31.4 | ||
| Playing the credit score game: Algorithms, “positive' data and the personification of financial objects | 96 | 12 | ||
| Fintech for the poor: Financial intermediation without discrimination | 93 | 23.3 | ||
| An enforced support vector machine model for construction contractor default prediction | 84 | 6 | ||
| Discriminatory lending: Evidence from bankers in the lab | 79 | 39.5 | ||
| Face value: Trait impressions, performance characteristics and market outcomes for financial analysts | 72 | 24 | ||
| Intelligent trading of seasonal effects: A decision support algorithm based on reinforcement learning | 57 | 5.2 | ||
| Prospect theory-based portfolio optimization: An empirical study and analysis using intelligent algorithms | 57 | 7.1 | ||
| Algorithmic fairness in credit scoring | 43 | 10.8 | ||
| Cultural relativity in consumers' rates of adoption of artificial intelligence | 42 | 10.5 | ||
| Overcoming financial planners' cognitive biases through digitalization: A qualitative study | 41 | 20.5 | ||
| Can artificial intelligence (AI) manage behavioural biases among financial planners? | 40 | 20 |
Note(s): Results are based on an assessment of 54 articles published between 2020 and 2025. TC = total number of citations; CPY = average citations per year
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