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Mustafa Pamuk

2 papers indexed

crossrefMachine Learning and Knowledge Extraction2024-07-27Cited by 5

Towards AI Dashboards in Financial Services: Design and Implementation of an AI Development Dashboard for Credit Assessment

Mustafa Pamuk, Matthias Schumann

Financial institutions are increasingly turning to artificial intelligence (AI) to improve their decision-making processes and gain a competitive edge. Due to the iterative process of AI development, it is mandatory to have a structured process in place, from the design to the de…

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crossrefMachine Learning and Knowledge Extraction2024-01-11Cited by 6

What Do the Regulators Mean? A Taxonomy of Regulatory Principles for the Use of AI in Financial Services

Mustafa Pamuk, Matthias Schumann, Robert C. Nickerson

The intended automation in the financial industry creates a proper area for artificial intelligence usage. However, complex and high regulatory standards and rapid technological developments pose significant challenges in developing and deploying AI-based services in the finance…

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