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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 ...
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 ...
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