Projects per year
Personal profile
Biography
Dr Tatiana Gherman, MBA (1st place, Cum Laude, Valedictorian), PhD, PGCertRDS, is an Associate Professor within the Faculty of Business and Law at the University of Northampton, UK. She earned her PhD in Behavioural Operational Research from the School of Business and Economics at Loughborough University, UK, with a fully funded fellowship. Additionally, she possesses executive certificates from the MIT Sloan School of Management (USA) and IIMB Bangalore (India) in analytics-oriented subjects. She is an Advance HE Certified External Examiner, UK and has a Postgraduate Certificate in Research Degree Supervision.
She has over 15 years of teaching and research experience. Proven track record of delivering written research reports and articles, as well as research paper presentations at international conferences. She has published in various reputable journals, such as The Journal of the Operational Research Society, Annals of Operations Research, Expert Systems with Applications, and Socio-Economic Planning Sciences, among others. She is a recipient of various academic honours and awards, among which the 2022 Diamond Research Award and the 2019 GDN INFORMS/Springer Researcher Award. She is also a Beta Gamma Sigma "Best in Business" awardee.
She has knowledge of and practical experience in the application of a variety of qualitative and quantitative research methods. Her areas of research interest and fields of expertise include Responsible Artificial Intelligence/Machine Learning, Business (Big) Data Science, Soft OR, Human-Computer Interaction, Workplace Studies, and Behavioural Studies.
She is a WiDS (Women in Data Science) Ambassador (in collaboration with WiDS Stanford, USA); a member of the prestigious UK OR Society WORAN (Women in OR and Analytics Network); and a representative for the EURO WISDOM (Women in Society Doing OR and Management Science) Forum, associated with EURO – the Association of European OR Societies operating throughout Europe.
She serves as an Associate Editor for several journals.
Research Interests
Areas of research interests and fields of expertise include Responsible Artificial Intelligence/Machine Learning for Business, Business (Big) Data Science, Soft OR, Human-Computer Interaction, Workplace Studies, and Behavioural Studies.
Supervision
Currently supervising 6 doctoral students.
Education/Academic qualification
Bachelor
Master
PhD, Loughborough University
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Projects
- 1 Finished
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Understanding the social impact of the Blue Skies Model – Research Project Funding Proposal
Hosseinian Far, A. (PI), Pryce, A. (PI), Omoloso, S. (PI), Gherman, T. (PI), Uba, C. (PI), Laryea, E. (PI), Logan, D. (CoI), Hazenberg, R. (CoI) & Omoloso, S. (CoI)
1/11/21 → 31/01/22
Project: Enterprise › Consultancy with SMEs
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Harmonising Predictive and Prescriptive Analytics
Gherman, T., Kremantzis, M. & Charles, V., 1 Mar 2025, Inside OR, March 2025, 638, p. 16 1 p.Research output: Contribution to Specialist Publication › Bulletin/Magazine › peer-review
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Enhancing Enterprise Investment Efficiency through Artificial Intelligence: The Role of Accounting Information Transparency
Zhao, X., Zhai, G., Charles, V., Gherman, T., Lee, H., Pan, T. & Shang, Y., 10 Oct 2024, Socio-Economic Planning Sciences, 96 12 p.Research output: Contribution to Specialist Publication › Article
Open AccessFile -
Navigating COVID-19: Unraveling Supply Chain Disruptions through Best-Worst Method and Fuzzy TOPSIS
Ali, I., Charles, V., Modibbo, U. M., Gherman, T. & Gupta, S., 21 May 2024, In: Benchmarking. 31, 5, p. 1548-1589 42 p., 7.Research output: Contribution to Journal › Article › peer-review
Open AccessFile -
A critical analysis of the integration of blockchain and artificial intelligence for supply chain
Charles, V., Emrouznejad, A. & Gherman, T., 25 Jan 2023, In: Annals of Operations Research. p. 1-41 41 p.Research output: Contribution to Journal › Article › peer-review
Open AccessFile -
Blockchain-based Secure Privacy-Preserving Vehicle Accident and Insurance Registration
Singh Yadav, A., Charles, V., Kumar Pandey, D., Gupta, S., Gherman, T. & Singh Kushwaha, D., 15 Nov 2023, In: Expert Systems with Applications. 230, 35 p., 120651.Research output: Contribution to Journal › Article › peer-review
Open AccessFile -
From Data to Action: Empowering COVID-19 Monitoring and Forecasting with Intelligent Algorithms
Charles, V., Mousavi, S. M. H., Gherman, T. & Mosavi, S. M. H., 30 Sept 2023, In: Journal of the Operational Research Society. 75, 7, p. 1261-1278 18 p.Research output: Contribution to Journal › Article › peer-review
Open AccessFile -
The Role of the Mass Vaccination Programme in Combating the COVID-19 Pandemic: An LSTM-based Analysis of COVID-19 Confirmed Cases
Hansun, S., Charles, V. & Gherman, T., 8 Mar 2023, In: Heliyon. 9, 3, 11 p., E14397.Research output: Contribution to Journal › Article › peer-review
Open AccessFile -
Characteristics and Trends in Big Data for Service Operations Management Research: A Blend of Descriptive Statistics and Bibliometric Analysis
Charles, V., Gherman, T. & Emrouznejad, A., 12 Feb 2022, Big Data and Blockchain for Service Operations Management. Emrouznejad, A. & Charles, V. (eds.). Springer, p. 1-18 18 p. (International Series in Studies in Big Data).Research output: Contribution to Book/Report › Chapter › peer-review
Open AccessFile
Activities
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UN Women UK Digital Participant at the 69th session of the United Nations Commission on the Status of Women (CSW69)
Gherman, T. (Participant)
10 Mar 2025 → 21 Mar 2025Activity: Organising a conference or workshop › Knowledge Exchange
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Chair: Ms Phoo Aung Viva examination
Farini, F. (Examiner), Gherman, T. (Examiner) & Gbadamosi, A. (Examiner)
10 Jul 2024Activity: Examinations › Examination › Research
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Reviewer for EPSRC UKRI - AI Safety Institute's Systemic AI Safety Grants, UK
Gherman, T. (Examiner)
Nov 2024 → Dec 2024Activity: Examinations › Examination › Research
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External Expert Reviewer for RANNIS, The Icelandic Centre for Research - Icelandic Research Fund, Iceland
Gherman, T. (Examiner)
Sept 2024Activity: Examinations › Examination › Research
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Decision Analytics Journal (Journal)
Gherman, T. (Editor)
23 Oct 2023 → …Activity: Publication Peer-review and Editorial Work › Editorial work › Research
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NCN Foreign Expert Reviewer, National Science Centre, Poland
Gherman, T. (Examiner)
2023Activity: Examinations › Examination › Research
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Intelligent Systems with Applications (Journal)
Gherman, T. (Editor)
Apr 2022 → …Activity: Publication Peer-review and Editorial Work › Editorial work › Research
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Quality and Operational Research Newsletter (Journal)
Gherman, T. (Member of editorial board)
Apr 2021 → …Activity: Publication Peer-review and Editorial Work › Editorial work › Research
Press/Media
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University of Northampton: Associate Professors 2023-2024
20/01/24
1 item of Media coverage
Press/Media
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Blockchain-based framework for reducing vehicle insurance claim time
1/06/23
1 item of Media coverage
Press/Media
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