Personal profile
Research Interests
Biography
Education/Academic qualification
Masters, Master of Arts
Award Date: 1 Jan 2004
Bachelor, Bachelor of Engineering
Award Date: 1 Jan 1992
External positions
Fixed Income Quantitative Product Specialist, UBS Warburg
1 Jan 2001 → …
CEO, Alatto Technologies Ltd
1 Jan 1999 → …
Vice President and Senior Convertible Bond Arbitrage trader, Merrill Lynch (London)
1 Jan 1995 → …
Lead Systems Developer, Merrill Lynch (Japan).
1 Jan 1994 → …
Back Office IT Developer, Credit Suisse First Boston (CSFB) Japan
1 Jan 1993 → …
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Collaborations and top research areas from the last five years
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Bridging transparency in insurance claims prediction: A comparative study of explainable AI and traditional linear models using vehicle telematics data
McDonnell, K., Sheehan, B. & Murphy, F., Feb 2026, In: Technological Forecasting and Social Change. 223, 124418.Research output: Contribution to journal › Article › peer-review
Open Access -
Predictive Modeling for Driver Insurance Premium Calculation Using Advanced Driver Assistance Systems and Contextual Information
Masello, L., Sheehan, B., Castignani, G., Guillen, M. & Murphy, F., 2025, In: IEEE Transactions on Intelligent Transportation Systems. 26, 2, p. 2202-2211 10 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A cyber risk prediction model using common vulnerabilities and exposures
Kia, A. N., Murphy, F., Sheehan, B. & Shannon, D., 1 Mar 2024, In: Expert Systems with Applications. 237, 121599.Research output: Contribution to journal › Article › peer-review
Open Access -
Addressing the notion of trust around ChatGPT in the high-stakes use case of insurance
Ressel, J., Völler, M., Murphy, F. & Mullins, M., Sep 2024, In: Technology in Society. 78, 102644.Research output: Contribution to journal › Article › peer-review
Open Access -
Are electric vehicles riskier? A comparative study of driving behaviour and insurance claims for internal combustion engine, hybrid and electric vehicles
McDonnell, K., Sheehan, B., Murphy, F. & Guillen, M., Nov 2024, In: Accident Analysis and Prevention. 207, 107761.Research output: Contribution to journal › Article › peer-review
Open Access
Activities
- 3 Membership of council
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Institute of Engineers of Ireland (IEI) (External organisation)
Murphy, F. (Member)
2000Activity: Membership › Membership of council
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Securities and Investment Institute (UK) (External organisation)
Murphy, F. (Member)
1997Activity: Membership › Membership of council
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National Association of Securities Dealers (NASD) (External organisation)
Murphy, F. (Member)
1997Activity: Membership › Membership of council
Prizes
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Postgraduate Course of the YearBusinessShort Listed
Murphy, F. (Recipient), 2012
Prize: Honorary award
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Postgraduate Course of the YearBusinessShort Listed
Murphy, F. (Recipient), 2014
Prize: Honorary award
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Scholarship within the Erasmus Mundus Action 2 (EMA2) Lotus Unlimited project
Murphy, F. (Recipient), 2014
Prize: Honorary award