Browsing International Finance by Subject "Machine learning"
Now showing items 1-2 of 2
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Big data–enabled sign prediction for Borsa Istanbul intraday equity prices
(Elsevier, 2023-12)This paper employs a big data source, the Borsa Istanbul's “data analytics” information, to predict 5-min up, down, and steady signs drawn from closing price changes. Seven machine learning algorithms are compared with ... -
An explainable credit scoring framework: A use case of addressing challenges in applied machine learning
(IEEE, 2022)While Machine Learning (ML) classification algorithms can accurately classify a borrower's credit risk, the determinants of the credit score cannot be interpreted clearly by customers, decision makers and auditors. The ...
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