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Finbarr Murphy

University of Limerick

31H-index
125Paper Count
3.0KCitation Count
Published Papers 42
Publication Date
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Bridging transparency in insurance claims prediction: A comparative study of explainable AI and traditional linear models using vehicle telematics data
errTechnological Forecasting and Social Change
IF13.3
err2025-11-13
err0
PREAI
errKevin McDonnell; Barry Sheehan; Finbarr Murphy
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errSave
Are electric vehicles riskier? A comparative study of driving behaviour and insurance claims for internal combustion engine, hybrid and electric vehicles
errACCIDENT ANALYSIS AND PREVENTION
IF6.2
err2024-11-01
err0
errOAAI
errMcDonnell, Kevin; Sheehan, Barry; Murphy, Finbarr; Guillen, Montserrat
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errSave
Addressing the notion of trust around ChatGPT in the high-stakes use case of insurance
errTECHNOLOGY IN SOCIETY
IF12.5
err2024-09-01
err0
errOAAI
errRessel, Juliane; Voeller, Michaele; Murphy, Finbarr; Mullins, Martin
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errSave
A cyber risk prediction model using common vulnerabilities and exposures
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-03-01
err6
errOAAI
errKia, Arash Negahdari; Murphy, Finbarr; Sheehan, Barry; Shannon, Darren
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errSave
Deep learning in insurance: Accuracy and model interpretability using TabNet
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-05-01
err23
errOAAI
errMcDonnell, Kevin; Murphy, Finbarr; Sheehan, Barry; Masello, Leandro; Castignani, German
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errSave
Using contextual data to predict risky driving events: A novel methodology from explainable artificial intelligence
errACCIDENT ANALYSIS AND PREVENTION
IF6.2
err2023-05-01
err16
errOAAI
errMasello, Leandro; Castignani, German; Sheehan, Barry; Guillen, Montserrat; Murphy, Finbarr
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errSave
On the impact of advanced driver assistance systems on driving distraction and risky behaviour: An empirical analysis of irish commercial drivers
errACCIDENT ANALYSIS AND PREVENTION
IF6.2
err2023-04-01
err14
errOAAI
errMasello, Leandro; Sheehan, Barry; Castignani, German; Shannon, Darren; Murphy, Finbarr
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On the road safety benefits of advanced driver assistance systems in different driving contexts
errTRANSPORTATION RESEARCH INTERDISCIPLINARY PERSPECTIVES
IF3.8
err2022-09-01
err45
errOAAI
errMasello, Leandro; Castignani, German; Sheehan, Barry; Murphy, Finbarr; Mcdonnell, Kevin
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errSave
Dynamic communication and perception of cyber risk: Evidence from big data in media
errCOMPUTERS IN HUMAN BEHAVIOR
IF8.9
err2021-09-01
err6
PREAI
errXu, Wei; Murphy, Finbarr; Xu, Xian; Xing, Wenpeng
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errSave
Cars and distraction: How to address the limits of Driver Monitoring Systems and improve safety benefits using evidence from German young drivers
errTECHNOLOGY IN SOCIETY
IF12.5
err2021-08-01
err10
errOAAI
errJannusch, Tim; Shannon, Darren; Voeller, Michaele; Murphy, Finbarr; Mullins, Martin
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errSave
Surveillance and privacy-Beyond the panopticon. An exploration of 720-degree observation in level 3 and 4 vehicle automation
errTECHNOLOGY IN SOCIETY
IF12.5
err2021-08-01
err8
errOAAI
errJannusch, Tim; David-Spickermann, Florian; Shannon, Darren; Ressel, Juliane; Voeller, Michaele; Murphy, Finbarr; Furxhi, Irini; Cunneen, Martin; Mullins, Martin
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errSave
Data Shepherding in Nanotechnology. The Exposure Field Campaign Template
errNANOMATERIALS
IF4.3
err2021-07-13
err12
errOAAI
errFurxhi, Irini; Koivisto, Antti Joonas; Murphy, Finbarr; Trabucco, Sara; Del Secco, Benedetta; Arvanitis, Athanasios
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errSave
A Machine Learning Tool to Predict the Antibacterial Capacity of Nanoparticles
errNANOMATERIALS
IF4.3
err2021-07-07
err43
errOAAI
errMirzaei, Mahsa; Furxhi, Irini; Murphy, Finbarr; Mullins, Martin
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errSave
Data Shepherding in Nanotechnology. The Initiation
errNANOMATERIALS
IF4.3
err2021-06-08
err11
errOAAI
errFurxhi, Irini; Arvanitis, Athanasios; Murphy, Finbarr; Costa, Anna; Blosi, Magda
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errSave
Regulatory and Technical Constraints: An Overview of the Technical Possibilities and Regulatory Limitations of Vehicle Telematic Data
errSENSORS
IF3.5
err2021-05-18
err8
errOAAI
errMcDonnell, Kevin; Murphy, Finbarr; Sheehan, Barry; Masello, Leandro; Castignani, German; Ryan, Cian
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errSave
End-to-End Autonomous Driving Risk Analysis: A Behavioural Anomaly Detection Approach
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2021-03-01
err35
PREAI
errRyan, Cian; Murphy, Finbarr; Mullins, Martin
errShare
errSave
Smartphone Use While Driving: An Investigation of Young Novice Driver (YND) Behaviour
errTRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR
IF4.4
err2021-02-01
err33
errOAAI
errJannusch, Tim; Shannon, Darren; Voeller, Michaele; Murphy, Finbarr; Mullins, Martin
errShare
errSave
Risk Governance of Emerging Technologies Demonstrated in Terms of its Applicability to Nanomaterials
errSMALL
IF12.1
err2020-07-23
err24
errOAAI
errIsigonis, Panagiotis; Afantitis, Antreas; Antunes, Dalila; Bartonova, Alena; Beitollahi, Ali; Bohmer, Nils; Bouman, Evert; Chaudhry, Qasim; Cimpan, Mihaela Roxana; Cimpan, Emil; Doak, Shareen; Dupin, Damien; Fedrigo, Doreen; Fessard, Valerie; Gromelski, Maciej; Gutleb, Arno C.; Halappanavar, Sabina; Hoet, Peter; Jeliazkova, Nina; Jomini, Stephane; Lindner, Sabine; Linkov, Igor; Longhin, Eleonora Marta; Lynch, Iseult; Malsch, Ineke; Marcomini, Antonio; Mariussen, Espen; de la Fuente, Jesus M.; Melagraki, Georgia; Murphy, Finbarr; Neaves, Michael; Packroff, Rolf; Pfuhler, Stefan; Puzyn, Tomasz; Rahman, Qamar; Pran, Elise Runden; Semenzin, Elena; Serchi, Tommaso; Steinbach, Christoph; Trump, Benjamin; Vrcek, Ivana Vinkovic; Warheit, David; Wiesner, Mark R.; Willighagen, Egon; Dusinska, Maria
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errSave
Exploring the role of delta-V in influencing occupant injury severities - A mediation analysis approach to motor vehicle collisions
errACCIDENT ANALYSIS AND PREVENTION
IF6.2
err2020-07-01
err13
errOAAI
errShannon, Darren; Murphy, Finbarr; Mullins, Martin; Rizzi, Luis
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errSave
Reduction of Health Care-Associated Infections (HAIs) with Antimicrobial Inorganic Nanoparticles Incorporated in Medical Textiles: An Economic Assessment
errNANOMATERIALS
IF4.3
err2020-05-23
err25
errOAAI
errMurphy, Finbarr; Tchetchik, Anat; Furxhi, Irini
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errSave

Research Directions

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Co-authors
Cooperation Journals
I
Iseult Lynch
H-index: 88 · Papers: 606
V
Vicki Stone
H-index: 78 · Papers: 301
I
Igor Linkov
H-index: 76 · Papers: 709
A
Antonio Marcomini
H-index: 75 · Papers: 485
P
Peter Hoet
H-index: 75 · Papers: 538
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