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Hongda Shen

University of Alabama at Huntsville

Huntsville, AL 35899

United States

SCHOLARLY PAPERS

6

DOWNLOADS

205

TOTAL CITATIONS

1

Scholarly Papers (6)

1.

On the Current and Emerging Challenges of Developing Fair and Ethical AI Solutions in Financial Services

Proceedings of the 2nd ACM International Conference on AI in Finance (ICAIF '21); doi:10.1145/3490354.3494408
Number of pages: 10 Posted: 02 Nov 2021
Princeton University, Parity, affiliation not provided to SSRN and University of Alabama at Huntsville
Downloads 117 (613,149)
Citation 1

Abstract:

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2.

Generational Knowledge Transfer for Model Robustness & Agility: Label Augmentation for Time-Sensitive Financial Services Applications

Number of pages: 8 Posted: 14 Nov 2024
Eren Kurshan and Hongda Shen
Princeton University and University of Alabama at Huntsville
Downloads 35 (1,263,436)

Abstract:

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artificial intelligence, machine learning, financial crime detection, fraud detection, knowledge distillation, knowledge transfer

3.

Deep Q-Network-based Adaptive Alert Threshold Selection Policy for Payment Fraud Systems in Retail Banking

Number of pages: 7 Posted: 03 Oct 2024
Eren Kurshan and Hongda Shen
Princeton University and University of Alabama at Huntsville
Downloads 29 (1,332,057)

Abstract:

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Reinforcement learning, Deep-Q Learning, Artificial Intelligence, Financial Services, Fraud and Financial Crime

4.

GENERATIONAL LEARNING FOR ROBUST, AGILE AND COMPLIANT MODELS IN DYNAMIC ENVIRONMENTS THROUGH TEMPORAL KNOWLEDGE DISTILLATION

Number of pages: 22 Posted: 04 Aug 2025
Eren Kurshan and Hongda Shen
Princeton University and University of Alabama at Huntsville
Downloads 24 (1,411,822)

Abstract:

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Temporal Knowledge Distillation, Fraud Detection, Machine Learning, Cyberdefense Systems, Artificial Intelligence

5.

Towards Self-Regulating AI: Challenges and Opportunities of AI Model Governance in Financial Services

Posted: 02 Oct 2024
Princeton University, Columbia University, University of Alabama at Huntsville and JP Morgan Chase - J. P. Morgan AI Research

Abstract:

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Financial services, model governance, model risk management, machine learning, artificial intelligence, neural networks, reinforcement learning

6.

Graph Computing for Financial Crime and Fraud Detection: Trends, Challenges and Outlook

Posted: 01 Oct 2024
Eren Kurshan and Hongda Shen
Princeton University and University of Alabama at Huntsville

Abstract:

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Artificial Intelligence, Machine Learning, Graph Computing, Fraud Detection, Financial Crime Detection, Anti-Money Laundering, Algorithms, Financial Services