Research output per year
Research output per year
Personal profile
Research Focus
His area of expertise lies in the fields of Artificial Intelligence/Machine Learning, (Big) Data Science, and Operational Research/Management Science, with a particular focus on boosting business productivity, fostering regional competitiveness, and enhancing societal welfare, and a well-rounded commitment to driving positive multi-dimensional impact.
Particulars
Senior Fellow of the Higher Education Academy (SFHEA), UK
Senior Member of The Society for the Study of Artificial Intelligence and Simulation of Behaviour (AISB), UK
Senior Member of INFORMS, USA
Fellow of the British Computer Society (FBCS), UK
Fellow of the Royal Statistical Society (FRSS), UK
Certified Management & Business Educator (CMBE), UK
Member of the ESRC Peer Review College, UK
AWS Academy Accredited Educator
AWS CPOC (Central Point-of-Contact) for QUB
Fingerprint
Dive into the research topics where Charles Vincent is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Advancements in Artificial Intelligence-based prescriptive and cognitive analytics for business performance: a special issue editorial
Charles, V., Emrouznejad, A. & Kunz, W. H., Nov 2025, In: Journal of Business Research. 200, 10 p., 115576.Research output: Contribution to journal › Editorial › peer-review
2 Citations (Scopus) -
Bank financial sustainability evaluation: data envelopment analysis with random forest and Shapley additive explanations
Shi, Y., Charles, V. & Zhu, J., 01 Mar 2025, In: European Journal of Operational Research. 321, 2, p. 614-630Research output: Contribution to journal › Article › peer-review
Open AccessFile14 Citations (Scopus)67 Downloads (Pure) -
Enhanced efficiency assessment in manufacturing: leveraging machine learning for improved performance analysis
Guillen, M. D., Charles, V. & Aparicio, J., Jul 2025, In: Omega. 134, 103300.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)22 Downloads (Pure) -
Estimating non-overfitted convex production technologies: a stochastic machine learning approach
Guillen, M. D., Charles, V. & Aparicio, J., 16 May 2025, In: European Journal of Operational Research. 323, 1, p. 224-240 17 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)4 Downloads (Pure) -
Harmonising predictive and prescriptive analytics
Gherman, T., Kremantzis, M. & Charles, V., Mar 2025, Inside OR, March 2025, 638, p. 16.Research output: Contribution to specialist publication › Article
Prizes
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Best Developmental Paper Award for paper titled “Revving up SMEs’ competitive advantage: Embracing emerging technologies for strategic renewal decision-making”
Dobre, M. (Recipient), Sivarajah, S. (Recipient), Charles, V. (Recipient), Rana, N. (Recipient) & Weerakkody, V. (Recipient), 2023
Prize: Prize (including medals and awards)
Activities
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Unpacking the Layers of Analytics: Unlocking Business Value with Agentic AI
Charles, V. (Keynote speaker)
27 Aug 2025Activity: Talk or presentation types › Invited or keynote talk at national or international conference
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Meet the Editors
Charles, V. (Invited speaker)
26 Aug 2025Activity: Talk or presentation types › Invited or keynote talk at national or international conference
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International Workshop on Augmenting Data Envelopment Analysis with AI/ML, New Delhi, India.
Charles, V. (Invited speaker)
01 Aug 2025 → 03 Aug 2025Activity: Participating in or organising an event types › Participation in conference
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Reviewer for OPP288: Economic and Social Research Council (ESRC), UK
Charles, V. (Examiner)
Aug 2025Activity: Examination types › Other examination
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Generative AI for SMEs: tools and applications, Productivity and Green Skills Accelerator Programme, Newry, UK
Charles, V. (Lecturer)
29 May 2025Activity: Participating in or organising an event types › Participation in workshop, seminar, course
Press/Media
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Who chooses to work, and who is forced to, after retirement? (featured by Age UK)
Maruyama, T. & Charles, V.
27/12/2024
1 item of Media coverage
Press/Media: Expert Comment
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Who chooses to work, and who is forced to, after retirement? (published in The Conversation)
Maruyama, T. & Charles, V.
20/12/2024
1 Media contribution
Press/Media: Research
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Navigating the analytics frontier: Problem-centric thinking and the cognitive revolution (published in Tech Xplore)
11/12/2023
1 Media contribution
Press/Media: Expert Comment
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Empowering pandemic preparedness by leveraging artificial intelligence and data governance (featured by United Nations Office for Disaster Risk Reduction (UNDRR))
13/11/2023
1 item of Media coverage
Press/Media: Expert Comment
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Empowering pandemic preparedness by leveraging artificial intelligence and data governance (published in Medical Xpress)
13/11/2023
1 Media contribution
Press/Media: Expert Comment