![Dr Marios Kremantzis](https://research-information.bris.ac.uk/ws/files/289734177/Picture1.png)
Dr Marios Kremantzis
PhD, MSc, BSc, FHEA, CMBE
Expertise
Mario's teaching and research interests lie within the fields of management science and optimisation with particular emphasis on (network) data envelopment analysis and multiple-criteria decision-making techniques.
Current positions
Lecturer in Business Analytics
School of Management - Business School
Contact
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Biography
Marios’ research interests lie in the fields of Data Envelopment Analysis (DEA) and multi-criteria decision analysis. He has substantial experience in building and applying mathematical models to understand what the data is saying and then creating real-world solutions. He is also competent to evaluate the performance of production and operations systems with network structures under the DEA technique. Thanks to various cross-disciplinary research collaborations, his work has been published in world-leading journals such as Studies in Higher Education, Expert Systems with Applications, Socio-Economic Planning Sciences, RAIRO-Operations Research, Journal of Air Transport Management, and Supply Chain Analytics. He has also organized special sessions for the conferences of the OR Society, DEA45, and the Athens Institute for Education and Research. During his doctoral studies, he received funding from the EPSRC and the BAE Systems, and he has taken part in internationally renowned conferences in the UK, Greece and South Korea.
Furthermore, Marios is the Founder and Chair of the OR, Analytics & Education SIG within the OR Society and a Fellow of the Higher Education Academy. He is an Associate in the theme of designing active learning sessions at the Bristol Institute for Learning & Teaching. He has distinguished himself for innovative teaching and assessment practices, which led to his win in 2023's Bristol Teaching Awards: “Inspiring and Innovative Teaching Award”. Marios acts as the Guest Editor of two SIs on the enhancement of student engagement using Artificial Intelligence in the "Studies in Higher Education" and the "Journal of University Teaching and Learning Practice".
Research interests
Marios Kremantzis serves as a Lecturer (Assistant Professor) in Business Analytics and holds the role of Programme Director for MSc Business Analytics at the University of Bristol. With a Ph.D. in Management Science from the University of Southampton, Marios specialises in Network Data Envelopment Analysis (DEA).
Marios is a decision scientist whose research focuses on optimisation, DEA, efficiency measurement, and multi-criteria decision analysis. His extensive experience involves constructing and applying mathematical models to extract insights from data and devise practical solutions. Proficient in assessing systems with various network structures using the DEA technique, he has published his work in esteemed journals including Studies in Higher Education, Expert Systems with Applications, Socio-Economic Planning Sciences, Operational Research, Journal of Air Transport Management, Journal of University Teaching & Learning Practice, Precision Agriculture, RAIRO-Operations Research, Agriculture, Supply Chain Analytics, InsideOR, and IJFSD. Marios has also organised special sessions for esteemed conferences such as those by the UK's Operational Research Society, IFORS, DEA45, and the Athens Institute for Education and Research. He participated in prominent international conferences and workshops across the UK, Greece, and South Korea during his doctoral studies, which received funding from the Engineering and Physical Sciences Research Council and BAE Systems.
Moreover, Marios is the Founder and Chair of the "OR, Analytics & Education" SIG within the OR Society. He is a Fellow of the Higher Education Academy (FHEA) and has been appointed as a National Representative on the General Council of the UK's Operational Research (OR) Society! He is honoured to take on a pivotal role in the Education sub-committee of this Board. Renowned for innovative teaching methods (e.g., generative AI and the use of Chatbots as co-instructors, Team-Based Learning), authentic assessment practices (e.g., group/individual real-life consulting projects), and academic passion, he has been recognised through the "Oustanding Tutor Award" (2024 - Dean's Business School, University of Bristol), the "Inspiring and Innovative Teaching Award" (2023 - Bristol Teaching Awards, University of Bristol) and the "Doctoral College Director's Award" (2021 - University of Southampton). He has also been shortlisted and nominated for several other teaching awards including the "Outstanding Seminar Tutor" the "Outstanding Lecturer", the "Outstanding Research Supervision Award", and the "Inspiring and Innovative Teaching Team Award (MSc Business Analytics)". Additionally, Marios had successfully acted as the Lead Guest Editor for two Special Issues on enhancing student engagement through Artificial Intelligence and text generators (ChatGPT) in "Studies in Higher Education" (ABS3*) and the "Journal of University Teaching and Learning Practice".
PhD Supervision:
Marios demonstrates a keen interest in supervising Ph.D. students who share a fervor for operations research and business analytics. He particularly seeks candidates who possess a strong inclination toward prescriptive analytics, efficiency and productivity measurement (including Network Data Envelopment Analysis), and/or multi-criteria decision-making techniques. If you have a robust foundation in these domains and an eagerness to contribute to cutting-edge research, Marios wholeheartedly encourages you to consider applying under his guidance.
Publications
Selected publications
01/01/2022A fairer assessment of DMUs in a generalised two-stage DEA structure
Expert Systems with Applications
Measurement and evaluation of multi-function parallel network hierarchical DEA systems
Socio-Economic Planning Sciences
R&D Performance Evaluation in the Chinese Food Manufacturing Industry Based on Dynamic DEA in the COVID-19 Era
Agriculture
Assessing efficiency differences in a common Agriculture Decision Support System: A comparative analysis between Greek and Italian durum wheat farms
International Journal on Food System Dynamics
A ranking framework based on interval self and cross-efficiencies in a two-stage DEA system
RAIRO - Operations Research
Recent publications
01/03/2024Embracing fairness within a cross-efficiency hierarchical network DEA system
Operational Research
Performance evaluation of the global airline industry under the impact of the COVID-19 pandemic
Journal of Air Transport Management
Promoting excellence or discouraging mediocrity – a policy framework assessment for precision agriculture technologies adoption
Precision Agriculture
The influence of AI text generators on critical thinking skills in UK business schools
Studies in Higher Education
Enhancing Student Engagement Through Artificial Intelligence (AI)
Journal of University Teaching & Learning Practice
Teaching
MSc Business Analytics
Unit Director:
MGRC30003 Decision Analysis & Simulation (decision trees & payoff tables, multi-objective optimisation, game theory, advanced linear optimisation applications, Monte-Carlo simulation)
EFIMM0142 Modelling Analytics (linear/integer/multi-objective/network optimisation)
MGRCM0021 Optimisation & Algorithms (simplex algorithm, branch-and-bound and cutting plane algorithms, Dantzig-Wolfe and Benders decomposition algorithms, dynamic programming, markov processes, (Network) Data Envelopment Analysis and other advanced model-building processes)
Lecturer:
EFIM20005 Management Science (project management analytics, supply chain management, and logistics analytics)
UG/PG Dissertation Supervisor:
EFIM30017 Management Dissertation
EFIMM0143 Applied Research Project in Business Analytics
EFIMM0144 Business Analytics Consulting Project