Pub­lic­a­tions of MIS­OR Re­search Group

On the Capacity of Artificial Intelligence Techniques and Statistical Methods to Deal with Low Quality Data in Medical Supply Chain Environments

F.J. Santos-Arteaga, D. Di Caprio, M. Tavana, D. Cucchiari, J.M. Campistol, F. Oppenheimer, F. Diekmann, I. Revuelta, Engineering Applications of Artificial Intelligence (2024).

Designing taxi ridesharing systems with shared pick-up and drop-off locations: Insights from a computational study

M. Stumpe, P. Dieter, G. Schryen, O. Müller, D. Beverungen, Transportation Research Part A: Policy and Practice (2024).

Data-driven simulation-based decision support system for resource allocation in industry 4.0 and smart manufacturing

E. Mahmoodi, M. Fathi, M. Tavana, M. Ghobakhloo, A.H.C. Ng, Journal of Manufacturing Systems 72 (2024) 287–307.

Data Envelopment Analysis: From Non-Monotonic to Monotonic Scale Elasticities

A. Dellnitz, M. Tavana, European Journal of Operational Research (2024).

Adopting Generative AI for Literature Reviews: An Epistemological Perspective

G. Schryen, M. Marrone, J. Yang, in: Proceedings of the 57th Hawaii International Conference on System Science (HICSS 2024), Oahu, Hawaii, USA, 2024.

A Novel Fuzzy General Best-Worst Method for Considering Diversity and Inclusion in Supplier Selection Programs

M. Tavana, S. Sorooshian, M. Sarvarizadehkouhpaye, H. Mina, Annals of Operations Research (2024).

A Full Ranking Method in Data Envelopment Analysis with Multi-Criteria Decision Analysis

M. Tavana, A. Bonyani, T. Karimi, International Journal of Applied Management Science (2024).

A Design Theory for Spontaneous Volunteer Coordination Systems in Disaster Response

H. Betke, M. Sperling, G. Schryen, S. Sackmann, in: Proceedings of the 57th Hawaii International Conference on System Science (HICSS 2024), Oahu, Hawaii, USA, 2024.

Value Chain digitalization and technological development as innovation catalysts in small and medium-sized enterprises

R. Marín, F.J. Santos-Arteaga, M. Tavana, D. Di Caprio, Journal of Innovation & Knowledge 8 (2023).

Spacecraft tracking control and synchronization: An assessment of conventional, unconventional, and combined methods

M. Deveci, D. Pamucar, I. Gokasar, M. Tavana, Advances in Space Research 71 (2023) 3534–3551.

Regenerative Energien für einen effizienten Betrieb von Presshärtelinien

L. Knorr, A. Jungeilges, F. Pfeifer, S.C. Burmeister, H. Meschede, Regenerative Energien für einen effizienten Betrieb von Presshärtelinien, 4. Aachener Ofenbau- und Thermoprozess-Kolloquium, Aachen, 2023.

Literature Reviews in Operations Research: A New Taxonomy and a Meta Review

G. Schryen, M. Sperling, Computers & Operations Research 157 (2023).

Information and Communication Technologies and Labor Productivity: A Dynamic Slacks-Based Data Envelopment Analysis

F.J. Santos-Arteaga, D. Di Caprio, M. Tavana, Journal of the Knowledge Economy (2023).

Digital Responsibility – a Multilevel Framework for Responsible Digitalization

D. Beverungen, D. Kundisch, M. Mirbabaie, O. Müller, G. Schryen, S.T.-N. Trang, M. Trier, Business & Information Systems Engineering 65 (2023) 463–474.

Anticipatory Assignment of Passengers to Meeting Points for Taxi-Ridesharing

P. Dieter, M. Stumpe, M.W. Ulmer, G. Schryen, Transportation Research Part D 121 (2023).

Analytical hierarchy process: revolution and evolution

M. Tavana, M. Soltanifar, F.J. Santos-Arteaga, Annals of Operations Research 326 (2023) 879–907.

Analytic hierarchy process and data envelopment analysis: A match made in heaven

M. Tavana, M. Soltanifar, F.J. Santos-Arteaga, H. Sharafi, Expert Systems with Applications 223 (2023).

An optimization model with a lagrangian relaxation algorithm for artificial internet of things-enabled sustainable circular supply chain networks

M. Tavana, A. Khalili Nasr, F.J. Santos-Arteaga, E. Saberi, H. Mina, Annals of Operations Research (2023).

An interval multi-criteria decision-making model for evaluating blockchain-IoT technology in supply chain networks

M. Tavana, A. Khalili Nasr, A.B. Ahmadabadi, A.S. Amiri, H. Mina, Internet of Things 22 (2023).

An integrated decision support framework for resilient vaccine supply chain network design

E.B. Tirkolaee, A.E. Torkayesh, M. Tavana, A. Goli, V. Simic, W. Ding, Engineering Applications of Artificial Intelligence 126 (2023).

A Regret Policy for the Dynamic Vehicle Routing Problem with Time Windows

P. Dieter, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2023.

A novel median-based optimization model for eco-efficiency assessment in data envelopment analysis

A. Dellnitz, M. Tavana, R. Banker, Annals of Operations Research 322 (2023) 661–690.

A novel indicator for sustainability in production planning using Center of Gravity-based assessment of Pareto fronts

M. Hilbert, A. Dellnitz, A. Kleine, M. Tavana, Computers & Industrial Engineering 185 (2023).

A new strategic approach for R&D project portfolio selection using efficiency-uncertainty maps

M. Namazi, M. Tavana, E. Mohammadi, A. Bonyadi Naeini, Benchmarking: An International Journal 30 (2023) 4193–4220.

A Memetic NSGA-II for the Multi-Objective Flexible Job Shop Scheduling Problem with Real-time Energy Tariffs

S.C. Burmeister, D. Guericke, G. Schryen, Flexible Services and Manufacturing Journal (2023).

A hybrid multi-attribute decision-making and data envelopment analysis model with heterogeneous attributes: The case of sustainable development goals

M. Soltanifar, M. Tavana, F.J. Santos-Arteaga, H. Sharafi, Environmental Science & Policy 147 (2023) 89–102.

A Game-Theoretic Framework for Analyzing the Impact of Social Responsibility and Supply Chain Profitability

H.A. Mahdiraji, M. Tavana, A. Rezayar, Cybernetics and Systems 54 (2023) 104–137.

A fuzzy multi-objective optimization model for sustainable location planning using volumetric fuzzy sets

M. Tavana, H. Arman, A. Hadi-Vencheh, S. Mansoori, Annals of Operations Research (2023).

A Credibility and Strategic Behavior Approach in Hesitant Multiple Criteria Decision-Making With Application to Sustainable Transportation

F.J. Santos-Arteaga, D. Di Caprio, M. Tavana, E.C. Tena, IEEE Transactions on Fuzzy Systems 31 (2023) 460–474.

A comparative performance analysis of intelligence-based algorithms for optimizing competitive facility location problems

V. Hajipour, S.T.A. Niaki, M. Tavana, F.J. Santos-Arteaga, S. Hosseinzadeh, Machine Learning with Applications 11 (2023).

A combinatorial data envelopment analysis with uncertain interval data with application to ICT evaluation

F.J. Santos-Arteaga, D. Di Caprio, M. Tavana, Technological Forecasting and Social Change 191 (2023).

A bi-objective hybrid vibration damping optimization model for synchronous flow shop scheduling problems

M. Tavana, V. Hajipour, M. Alaghebandha, D. Di Caprio, Machine Learning with Applications 11 (2023).

Information acquisition and assimilation capacities as determinants of technological niche markets

F.J. Santos-Arteaga, M. Tavana, D. Di Caprio, Journal of Innovation & Knowledge 7 (2022).

Decision Support for Disaster Relief: Coordinating Spontaneous Volunteers

M. Sperling, G. Schryen, European Journal of Operational Research (EJOR) 299 (2022) 690–705.

An integrated rough group multicriteria decision-making model for the ex-ante prioritization of infrastructure projects: The Serbian Railways case

D. Pamucar, D. Macura, M. Tavana, D. Božanić, N. Knežević, Socio-Economic Planning Sciences 79 (2022).

An Integrated Data Mining Framework for Organizational Resilience Assessment and Quality Management Optimization in Trauma Centers

M. Tavana, S. Nazari-Shirkouhi, A. Mashayekhi, S. Mousakhani, Operations Research Forum 3 (2022).

An information retrieval benchmarking model of satisficing and impatient users’ behavior in online search environments

D. Di Caprio, F.J. Santos-Arteaga, M. Tavana, Expert Systems with Applications 191 (2022).

An extended hybrid fuzzy multi-criteria decision model for sustainable and resilient supplier selection

A. Afrasiabi, M. Tavana, D. Di Caprio, Environmental Science and Pollution Research 29 (2022) 37291–37314.

A technology development framework for scenario planning and futures studies using causal modeling

M. Tavana, M. Ghasrikhouzani, A.-R. Abtahi, Technology Analysis & Strategic Management 34 (2022) 859–875.

A stochastic bi-objective simulation–optimization model for cascade disaster location-allocation-distribution problems

K. Khalili-Damghani, M. Tavana, P. Ghasemi, Annals of Operations Research 309 (2022) 103–141.

A socio-economic and environmental vulnerability assessment model with causal relationships in electric power supply chains

A. Vafadarnikjoo, M. Tavana, K. Chalvatzis, T. Botelho, Socio-Economic Planning Sciences 80 (2022).

A Review of Digital Transformation on Supply Chain Process Management Using Text Mining

M. Tavana, A. Shaabani, I. Raeesi Vanani, R. Kumar Gangadhari, Processes 10 (2022).

A private sustainable partner selection model for green public-private partnerships and regional economic development

M. Tavana, A. Khalili Nasr, H. Mina, J. Michnik, Socio-Economic Planning Sciences 83 (2022).

A parameter tuned hybrid algorithm for solving flow shop scheduling problems with parallel assembly stages

M. Jabbari, M. Tavana, P. Fattahi, F. Daneshamooz, Sustainable Operations and Computers 3 (2022) 22–32.

A novel Interval Type-2 Fuzzy best-worst method and combined compromise solution for evaluating eco-friendly packaging alternatives

M. Tavana, A. Shaabani, D. Di Caprio, A. Bonyani, Expert Systems with Applications 200 (2022).

A New Particle Swarm Optimization Algorithm for Optimizing Big Data Clustering

S.E. Hashemi, M. Tavana, M. Bakhshi, SN Computer Science 3 (2022).

A new algorithm for modeling online search behavior and studying ranking reliability variations

D. Di Caprio, F.J. Santos-Arteaga, M. Tavana, Applied Intelligence 52 (2022) 7529–7549.

A multi-distance interval-valued neutrosophic approach for social failure detection in sustainable municipal waste management

A. Ebadi Torkayesh, M. Tavana, F.J. Santos-Arteaga, Journal of Cleaner Production 336 (2022).

A metaverse assessment model for sustainable transportation using ordinal priority approach and Aczel-Alsina norms

D. Pamucar, M. Deveci, I. Gokasar, M. Tavana, M. Köppen, Technological Forecasting and Social Change 182 (2022).

A dynamic location-arc routing optimization model for electric waste collection vehicles

S. Moazzeni, M. Tavana, S. Mostafayi Darmian, Journal of Cleaner Production 364 (2022).

A comprehensive framework for sustainable closed-loop supply chain network design

M. Tavana, H. Kian, A.K. Nasr, K. Govindan, H. Mina, Journal of Cleaner Production 332 (2022).

Which Factors Affect the Scientific Impact of Review Papers in IS Research? A Scientometric Study

G. Wagner, J. Prester, M. Roche, G. Schryen, A. Benlian, G. Paré, M. Templier, Information & Management 58 (2021).

Towards a Decision Support System for Cross-Sectoral Energy Distribution Network Planning

J. Kirchhoff, S.C. Burmeister, C. Weskamp, G. Engels, in: M.H. Breitner, S. Lehnhoff, A. Nieße, P. Staudt, C. Weinhardt, O. Werth (Eds.), Energy Informatics and Electro Mobility ICT, 2021.

Study on Sensitivity of Electric Bus Systems under Simultaneous Optimization of Charging Infrastructure and Vehicle Schedules

M. Stumpe, D. Rößler, G. Schryen, N. Kliewer, EURO Journal on Transportation and Logistics 10 (2021).

Four research pathways for understanding the role of smart technologies in accounting

D. Mancini, R. Lombardi, M. Tavana, Meditari Accountancy Research 29 (2021) 1041–1062.

Exploring the Scientific Impact of Information Systems Design Science Research

G. Wagner, J. Prester, G. Schryen, Communications of the Association for Information Systems 48 (2021).

Classifying the Ideational Impact of Information Systems Review Articles: A Content-Enriched Deep Learning Approach

J. Prester, G. Wagner, G. Schryen, N.R. Hassan, Decision Support Systems 140 (2021).

An integrated quality and resilience engineering framework in healthcare with Z-number data envelopment analysis

M. Tavana, S. Nazari-Shirkouhi, H. Farzaneh Kholghabad, Health Care Management Science 24 (2021) 768–785.

An integrated information fusion and grey multi-criteria decision-making framework for sustainable supplier selection

B. Aslani, M. Rabiee, M. Tavana, International Journal of Systems Science: Operations & Logistics 8 (2021) 348–370.

An integrated fuzzy sustainable supplier evaluation and selection framework for green supply chains in reverse logistics

M. Tavana, A. Shaabani, F.J. Santos-Arteaga, N. Valaei, Environmental Science and Pollution Research 28 (2021) 53953–53982.

An Integrated Fuzzy Goal Programming—Theory of Constraints Model for Production Planning and Optimization

H. Zare, M. Kamali Saraji, M. Tavana, D. Streimikiene, F. Cavallaro, Sustainability 13 (2021).

An integrated fuzzy framework for analyzing barriers to the implementation of continuous improvement in manufacturing

M. Tavana, A. Shaabani, N. Valaei, International Journal of Quality & Reliability Management 38 (2021) 116–146.

An integrated fuzzy AHP- fuzzy MULTIMOORA model for supply chain risk-benefit assessment and supplier selection

M. Tavana, A. Shaabani, S. Mansouri Mohammadabadi, N. Varzgani, International Journal of Systems Science: Operations & Logistics 8 (2021) 238–261.

An integrated data envelopment analysis and life cycle assessment method for performance measurement in green construction management

M. Tavana, M. Izadikhah, R. Farzipoor Saen, R. Zare, Environmental Science and Pollution Research 28 (2021) 664–682.

An integrated and comprehensive fuzzy multicriteria model for supplier selection in digital supply chains

M. Tavana, A. Shaabani, D. Di Caprio, M. Amiri, Sustainable Operations and Computers 2 (2021) 149–169.

A simulation–optimization model for solving flexible flow shop scheduling problems with rework and transportation

E. Gheisariha, M. Tavana, F. Jolai, M. Rabiee, Mathematics and Computers in Simulation 180 (2021) 152–178.

A robust cross-efficiency data envelopment analysis model with undesirable outputs

M. Tavana, M. Toloo, N. Aghayi, A. Arabmaldar, Expert Systems with Applications 167 (2021).

A mathematical programming approach for equitable COVID-19 vaccine distribution in developing countries

M. Tavana, K. Govindan, A.K. Nasr, M.S. Heidary, H. Mina, Annals of Operations Research (2021).

A location-inventory-routing model for green supply chains with low-carbon emissions under uncertainty

M. Tavana, H. Tohidi, M. Alimohammadi, R. Lesansalmasi, Environmental Science and Pollution Research 28 (2021) 50636–50648.

A joint chance-constrained data envelopment analysis model with random output data

R. Khanjani Shiraz, M. Tavana, H. Fukuyama, Operational Research 21 (2021) 1255–1277.

A grey-DEMATEL approach for analyzing factors critical to the implementation of reverse logistics in the pharmaceutical care process

E.A.R. de Campos, M. Tavana, C.S. ten Caten, M. Bouzon, I.C. de Paula, Environmental Science and Pollution Research 28 (2021) 14156–14176.

A fuzzy weighted influence non-linear gauge system with application to advanced technology assessment at NASA

M. Tavana, H. Mousavi, A. Khalili Nasr, H. Mina, Expert Systems with Applications 182 (2021).

A fuzzy maturity-based method for lean supply chain management assessment

G.P. Soares, G. Tortorella, M. Bouzon, M. Tavana, International Journal of Lean Six Sigma 12 (2021) 1017–1045.

A Dynamic Decision Support System for Sustainable Supplier Selection in Circular Economy

B. Alavi, M. Tavana, H. Mina, Sustainable Production and Consumption 27 (2021) 905–920.

A common weights model for investigating efficiency-based leadership in the russian banking industry

S. Kazemi, M. Tavana, M. Toloo, N.A. Zenkevich, RAIRO - Operations Research 55 (2021) 213–229.

Timing in Information Security: An Event Study on the Impact of Information Security Investment Announcements

E. Szubartowicz, G. Schryen, Journal of Information System Security 16 (2020) 3–31.

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