Rob van der Mei

Biography

Research

My main research activities are in the area of Stochastic Operations Research, at the challenging interface of theory and application. My research interests include emergency response systems, predictive policing, management of road traffic, modeling and scalability analysis of ICT systems, mobility, service logistics, freight logistics, grid computing, revenue management, military operations research, sensor networks, call centers, queueing theory and data analytics. I am a co-founder of the spin-off company Stokhos Emergency Mathematics. Currently, I am also the chair of the European COST project named ‘Autonomous Control for a Reliable Internet of Services’ (ACROSS).

Publications

• van de Bijl, E.P, Klein, J.G, Pries, J, van der Mei, R.D, & Bhulai, S. (2022). Detecting Novel Variants of Application Layer (D)DoS Attacks using Supervised. In IARIA Congress 2022: The 2022 IARIA Annual Congress on Frontiers in Science, Technology, Services, and Applications (pp. 25–31).
• Huizing, D, van der Mei, R.D, Schäfer, G, & Bhulai, S. (2022). The enriched median routing problem and its usefulness in practice. Computers and Industrial Engineering, 168, 108063.1–108063.14. doi:10.1016/j.cie.2022.108063
• Arntzen, R, Bekker, R, Smeekes, O.S, Buurman, B.M, Willems, H.C, Bhulai, S, & van der Mei, R.D. (2022). Reduced waiting times by preference-based allocation of patients to nursing homes. Journal of the American Medical Directors Association. doi:10.1016/j.jamda.2022.04.012
• Klein, J.G, Bhulai, S, Hoogendoorn, M, & van der Mei, R.D. (2022). Plusmine: Dynamic Active Learning with Semi-Supervised Learning for automatic classification. In Proceedings of the International Conference on Web Intelligence and Intelligent Agent Technology (pp. 146–153). doi:10.1145/3486622.3493948
• van der Mei, R.D, & Bhulai, S. (2022). A data-driven approach to deriving closed-form approximations for queueing problems using genetic algorithms. Queueing Systems. doi:10.1007/s11134-022-09767-6
• van Kampen, J.R.A, Knapen, L, van der Mei, R.D, Pauwels, E.J.E.M, & Dugundji, E.R. (2022). Yearly development of car ownership in urban and rural environments. In Procedia Computer Science (pp. 101–108). doi:10.1016/j.procs.2022.03.016
• Salmi, S, Mérelle, S, Gilissen, R, van der Mei, R.D, & Bhulai, S. (2022). Detecting changes in help seeker conversations on a suicide prevention helpline during the COVID− 19 pandemic: in-depth analysis using encoder representations from transformers. BMC Public Health, 22, 530.1–530.10. doi:10.1186/s12889-022-12926-2
• Hopman, D, Koole, G.M, & van der Mei, R.D. (2022). A machine learning approach to itinerary-level booking prediction in competitive airline markets. International Journal of Revenue Management, 12(3-4), 153–191. doi:10.1504/IJRM.2021.120347
• Wetzels, F.P.M, van den Berg, J.L, & van der Mei, R.D. (2021). A hybrid flow/packet level model for predictive service function chain selection in SDN. In EAI International Conference on Performance Evaluation Methodologies and Tools (pp. 93–106). doi:10.1007/978-3-030-92511-6_6
• Markhorst, B.T, Zver, T, Malbasic, N, Dijkstra, R, Otto, D, van der Mei, R.D, & Moeke, D. (2021). A data-driven digital application to enhance the capacity planning of the COVID-19 vaccination process. Vaccines, 9(10). doi:10.3390/VACCINES9101181

Current projects with external funding

• Ontwikkeling van Data Analytics, Data Science en Crypto Analyse technieken ()
• Samenwerkingsovereenkomst Stichting 113 / CWI - Zelfmoordpreventie ()
• Systemic expansion of territorial CIRCULAR Ecosystems for end-of-life FOAM (CIRCULAR FOAM)
• Customized and Coordinated Solutions for Congestion Bottlenecks in our infrastructure (COCONUT)
• Data-driven optimization for a vital elderly care system in the Netherlands (DOLCE VITA)
• Freight Traffic Management As A Service (FTMAAS) (FTMAAS)
• Bestrijding cybercrime met behulp van Kunstmatige Intelligentie (PPS Cybercrime AI)
• PPS Engie
• Robust, Effective and Adaptable Ship Designs for Uncertain Transition Paths (READINESS)
• Urban Mobility Observatory (UMO)

Professional activities

• Professor: Vrije Universiteit Amsterdam (VU)
• Principal Investigator: Industrial Liaison Officer CWI
• Chair: Chairman ICT Innovatie Platform, Vitale ICT Infrastructuren
• Committee member: Member Core Team NWA Route 16
• Board Member: Member curatorium Prof.dr.ir. R.E. Kooij at TU Delft (since 2012)
• Committee member: Member of program committee International Conference on Advances in Future Internet
• Committee member: Member TPC of some 30-40 international conferences on performance modeling and analysis, including leading conferences Performance (bi-yearly) and International Teletraffic Congress (yearly), and smaller regular conferences like Networking, INTERNET, eScience, MACOM, HEALTHINF, MAMA, SETM, ACCESS, WWIC, NETC(G)OOP, AFIN, ICIMP, PhyCS, ICDT, SaCCoNeT and others
• Board Member: E-Quality
• Editor: Journal : Transactions on Network Optimization and Control
• Editor: Associate Editor journal Performance Evaluation (until 2011)
• Editor: Associate Editor journal AEUE Journal of Electronics and Communications (till 2011)
• Editor: Associate Editor ACM Transactions on Modeling and Performance Evaluation of Computing Systems (since 2016)

Grants

• COMET-PS NWO Topsector 1PD (2016)
• Telplan Municipality Amsterdam (2016)
• PPS Gemeente Municipality Amsterdam 2PD (2016)
• PPS ministerie van BZK 2PhD (2016)
• PPS CTVrede 1PhD (2016)
• PPS Cofely Cofely/Engie 1PD (2016)
• DYNAMERGE NWO Topsector 1PhD (2016)
• PPS Rovecom 1PhD (2015)
• PPS ING 2PhD+1PD (2015)
• PPS Mindef Ministry of Defense 1PhD (2015)
• DYNAFLOAT NWO Topsector 1PhD (2015)
• PPS TrafficLink TrafficLink 1PhD (2014)
• RIVM (2014)
• REPRO-POL Politie en Wetenschap 1PhD (2013)
• GreenA GreenA (2013)
• GGD Amsterdam (2013)
• ACROSS EU COST EU travel (2013)
• REPRO STW 3PhD+1PD (2012)
• RM for SMEs in hotel Hogeschool den Haag 1PhD (2012)
• Industry and NWO 1PhD (2011)
• TISCALI ICTRegie 1PhD (2011)
• SeQual SenterNovem 1PhD (2010)
• Layered QNs NWO STAR (2010)
• JADE-MM NWO GLANCE (2010)
• RRR Agentschap.nl 1PhD (2009)
• EMS-TP NWO valorization grant 1PhD (2008)
• WFM for Defense Ministry of Defense 1PhD (2007)
• Concurrent Access NWO Casimir 1PhD (2007)
• DP & RM NWO Bonus (2007)

Awards

• Runner-up Huibregtsen-prijs 2014 voor het beste Nederlandse onderzoek dat wetenschappelijk vernieuwend is en dat zicht biedt op een effectieve maatschappelijke toepassing (met Bert Zwart). (2014)