Finbarr Murphy - Publications, H-index & Citations

Finbarr Murphy

University of Limerick

31H指数

125论文数

3.0K被引数

收录论文 42

发表时间

Bridging transparency in insurance claims prediction: A comparative study of explainable AI and traditional linear models using vehicle telematics data 桥接保险理赔预测中的透明度：基于车辆远程信息数据的可解释人工智能与传统线性模型比较研究

Technological Forecasting and Social Change

IF13.3

2025-11-13

PREAI

Kevin McDonnell; Barry Sheehan; Finbarr Murphy

Are electric vehicles riskier? A comparative study of driving behaviour and insurance claims for internal combustion engine, hybrid and electric vehicles

ACCIDENT ANALYSIS AND PREVENTION

IF6.2

2024-11-01

OAAI

McDonnell, Kevin; Sheehan, Barry; Murphy, Finbarr; Guillen, Montserrat

Addressing the notion of trust around ChatGPT in the high-stakes use case of insurance 在高风险的保险用例中解决围绕ChatGPT的信任概念

TECHNOLOGY IN SOCIETY

IF12.5

2024-09-01

OAAI

Ressel, Juliane; Voeller, Michaele; Murphy, Finbarr; Mullins, Martin

A cyber risk prediction model using common vulnerabilities and exposures

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-03-01

OAAI

Kia, Arash Negahdari; Murphy, Finbarr; Sheehan, Barry; Shannon, Darren

Deep learning in insurance: Accuracy and model interpretability using TabNet

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-05-01

OAAI

McDonnell, Kevin; Murphy, Finbarr; Sheehan, Barry; Masello, Leandro; Castignani, German

Using contextual data to predict risky driving events: A novel methodology from explainable artificial intelligence

ACCIDENT ANALYSIS AND PREVENTION

IF6.2

2023-05-01

OAAI

Masello, Leandro; Castignani, German; Sheehan, Barry; Guillen, Montserrat; Murphy, Finbarr

On the impact of advanced driver assistance systems on driving distraction and risky behaviour: An empirical analysis of irish commercial drivers 关于高级驾驶员辅助系统对驾驶分心和危险行为的影响: 对爱尔兰商业驾驶员的实证分析

ACCIDENT ANALYSIS AND PREVENTION

IF6.2

2023-04-01

OAAI

Masello, Leandro; Sheehan, Barry; Castignani, German; Shannon, Darren; Murphy, Finbarr

On the road safety benefits of advanced driver assistance systems in different driving contexts 高级驾驶辅助系统在不同驾驶环境下的道路安全效益

TRANSPORTATION RESEARCH INTERDISCIPLINARY PERSPECTIVES

IF3.8

2022-09-01

OAAI

Masello, Leandro; Castignani, German; Sheehan, Barry; Murphy, Finbarr; Mcdonnell, Kevin

Dynamic communication and perception of cyber risk: Evidence from big data in media

COMPUTERS IN HUMAN BEHAVIOR

IF8.9

2021-09-01

PREAI

Xu, Wei; Murphy, Finbarr; Xu, Xian; Xing, Wenpeng

Cars and distraction: How to address the limits of Driver Monitoring Systems and improve safety benefits using evidence from German young drivers

TECHNOLOGY IN SOCIETY

IF12.5

2021-08-01

OAAI

Jannusch, Tim; Shannon, Darren; Voeller, Michaele; Murphy, Finbarr; Mullins, Martin

Surveillance and privacy-Beyond the panopticon. An exploration of 720-degree observation in level 3 and 4 vehicle automation

TECHNOLOGY IN SOCIETY

IF12.5

2021-08-01

OAAI

Jannusch, Tim; David-Spickermann, Florian; Shannon, Darren; Ressel, Juliane; Voeller, Michaele; Murphy, Finbarr; Furxhi, Irini; Cunneen, Martin; Mullins, Martin

Data Shepherding in Nanotechnology. The Exposure Field Campaign Template

NANOMATERIALS

IF4.3

2021-07-13

OAAI

Furxhi, Irini; Koivisto, Antti Joonas; Murphy, Finbarr; Trabucco, Sara; Del Secco, Benedetta; Arvanitis, Athanasios

A Machine Learning Tool to Predict the Antibacterial Capacity of Nanoparticles

NANOMATERIALS

IF4.3

2021-07-07

OAAI

Mirzaei, Mahsa; Furxhi, Irini; Murphy, Finbarr; Mullins, Martin

Data Shepherding in Nanotechnology. The Initiation

NANOMATERIALS

IF4.3

2021-06-08

OAAI

Furxhi, Irini; Arvanitis, Athanasios; Murphy, Finbarr; Costa, Anna; Blosi, Magda

Regulatory and Technical Constraints: An Overview of the Technical Possibilities and Regulatory Limitations of Vehicle Telematic Data

SENSORS

IF3.5

2021-05-18

OAAI

McDonnell, Kevin; Murphy, Finbarr; Sheehan, Barry; Masello, Leandro; Castignani, German; Ryan, Cian

End-to-End Autonomous Driving Risk Analysis: A Behavioural Anomaly Detection Approach 端到端自动驾驶风险分析: 一种行为异常检测方法

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2021-03-01

PREAI

Ryan, Cian; Murphy, Finbarr; Mullins, Martin

Smartphone Use While Driving: An Investigation of Young Novice Driver (YND) Behaviour 驾驶时使用智能手机: 对年轻新手驾驶员 (YND) 行为的调查

TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR

IF4.4

2021-02-01

OAAI

Jannusch, Tim; Shannon, Darren; Voeller, Michaele; Murphy, Finbarr; Mullins, Martin

Risk Governance of Emerging Technologies Demonstrated in Terms of its Applicability to Nanomaterials

SMALL

IF12.1

2020-07-23

OAAI

Isigonis, 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

Exploring the role of delta-V in influencing occupant injury severities - A mediation analysis approach to motor vehicle collisions

ACCIDENT ANALYSIS AND PREVENTION

IF6.2

2020-07-01

OAAI

Shannon, Darren; Murphy, Finbarr; Mullins, Martin; Rizzi, Luis

Reduction of Health Care-Associated Infections (HAIs) with Antimicrobial Inorganic Nanoparticles Incorporated in Medical Textiles: An Economic Assessment

NANOMATERIALS

IF4.3

2020-05-23

OAAI

Murphy, Finbarr; Tchetchik, Anat; Furxhi, Irini

研究方向