Badania

Moje prace badawcze koncentrują się wokól modeli rynków, w których kluczowym elementem jest występowanie relacji sieciowych pomiędzy heterogenicznymi podmiotami na tych rynkach.
Badania prowadzone są w nurcie systemów złożonych (ang. complex systems). Typowo stosowane podejścia obejmują: Symulacje wieloagentowe, optymalizację (metody badań oberacyjnych), modelowanie stochastyczne oraz analizy sieciowe (analizy grafów).

Lista publikacji

Lista opublikowanych wyników moich prac badawczych znajduje się poniżej.
Wygodniej jednak będzie odwiedzić mój profil na portalu Google Scholar

[1]	Maciek Nowak and Przemyslaw Szufel. Technician routing and scheduling for the sharing economy. European Journal of Operational Research, 314(1):15--31, 2024. [ bib ]
[2]	Calum MacRury, Nykyta Polituchyi, Pawel Pralat, Kinga Siuta, and Przemyslaw Szufel. Optimizing transport frequency in multi-layered urban transportation networks for pandemic prevention. Public Transport, pages 1--38, 2024. [ bib ]
[3]	Przemyslaw Szufel. Towards graph clustering for distributed computing environments. In International Workshop on Algorithms and Models for the Web-Graph, pages 146--158. Springer Nature Switzerland Cham, 2024. [ bib ]
[4]	Megan Dewar, Pawel Pralat, Przemyslaw Szufel, François Théberge, and Malgorzata Wrzosek. Algorithms and models for the web graph: 18th international workshop, waw 2023, toronto, on, canada, may 23--26, 2023, proceedings, 2023. [ bib ]
[5]	Przemyslaw Szufel, Bartosz Pankratz, Anna Szczurek, Bogumil Kamiński, and Pawel Pralat. Vehicle routing simulation for prediction of commuter’s behaviour. Journal of Advanced Transportation, 2022(1):1604303, 2022. [ bib ]
[6]	Przemyslaw Szufel et al. On planning production and distribution with disrupted supply chains. Przegląd Statystyczny, 69(2):20--36, 2022. [ bib ]
[7]	Przemyslaw Szufel, Michal Jakubczyk, and Bogumil Kamiński. Modeling decision trees with silverdecisions, 2022. [ bib ]
[8]	Reaz Huq, Bogumil Kamiński, Atefeh Mashatan, Pawel Pralat, and Przemyslaw Szufel. On broadcasting time in the model of travelling agents. Discrete Applied Mathematics, 291:246--263, 2021. [ bib ]
[9]	Atefeh Mashatan, Victoria Lemieux, Seung Hwan Mark Lee, Przemyslaw Szufel, and Zachary Roberts. Usurping double-ending fraud in real estate transactions via blockchain technology. Journal of Database Management (JDM), 32(1):27--48, 2021. [ bib ]
[10]	Jacek Filipowski, Bogumil Kamiński, Atefeh Mashatan, Pawel Pralat, and Przemyslaw Szufel. Optimization of the cost of urban traffic through an online bidding platform for commuters. Economics of Transportation, 25:100208, 2021. [ bib ]
[11]	Alessia Antelmi, Gennaro Cordasco, Carmine Spagnuolo, and Przemyslaw Szufel. Social influence maximization in hypergraphs. Entropy, 23(7):796, 2021. [ bib ]
[12]	Bogumil Kamiński, Lukasz Kraiński, Atefeh Mashatan, Pawel Pralat, and Przemyslaw Szufel. Multiagent routing simulation with partial smart vehicles penetration. Journal of Advanced Transportation, 2020(1):3152020, 2020. [ bib ]
[13]	Alessia Antelmi, Gennaro Cordasco, Carmine Spagnuolo, and Przemyslaw Szufel. Information diffusion in complex networks: a model based on hypergraphs and its analysis. In International Workshop on Algorithms and Models for the Web-Graph, pages 36--51. Springer International Publishing Cham, 2020. [ bib ]
[14]	Carmine Spagnuolo, Gennaro Cordasco, Przemyslaw Szufel, Pawel Pralat, Vittorio Scarano, Bogumil Kamiński, and Alessia Antelmi. Analyzing, exploring, and visualizing complex networks via hypergraphs using simplehypergraphs.jl. Internet Mathematics, 1(1):1--32, 2020. [ bib ]
[15]	Bogumil Kamiński, Pawel Pralat, and Przemyslaw Szufel. Algorithms and models for the web graph: 17th international workshop, waw 2020, warsaw, poland, september 21--22, 2020, proceedings, 2020. [ bib ]
[16]	Bogumil Kamiński, Valérie Poulin, Pawel Pralat, Przemyslaw Szufel, and François Théberge. Clustering via hypergraph modularity. PloS one, 14(11):e0224307, 2019. [ bib ]
[17]	Alessia Antelmi, Gennaro Cordasco, Bogumil Kamiński, Pawel Pralat, Vittorio Scarano, Carmine Spagnuolo, and Przemyslaw Szufel. Simplehypergraphs. jl—novel software framework for modelling and analysis of hypergraphs. In Algorithms and Models for the Web Graph: 16th International Workshop, WAW 2019, Brisbane, QLD, Australia, July 6--7, 2019, Proceedings 16, pages 115--129. Springer International Publishing, 2019. [ bib ]
[18]	Bogumil Kamiński, Michal Jakubczyk, and Przemyslaw Szufel. A framework for sensitivity analysis of decision trees. Central European journal of operations research, 26:135--159, 2018. [ bib ]
[19]	Bogumil Kamiński and Przemyslaw Szufel. On parallel policies for ranking and selection problems. Journal of Applied Statistics, 45(9):1690--1713, 2018. [ bib ]
[20]	Michele Carillo, Gennaro Cordasco, Flavio Serrapica, Vittorio Scarano, Carmine Spagnuolo, and Przemyslaw Szufel. Distributed simulation optimization and parameter exploration framework for the cloud. Simulation Modelling Practice and Theory, 83:108--123, 2018. [ bib ]
[21]	Bogumil Kaminski and Przemyslaw Szufel. Julia 1.0 programming cookbook: Over 100 numerical and distributed computing recipes for your daily data science workflow, 2018. [ bib ]
[22]	Tomasz Olczak, Bogumil Kamiński, and Przemyslaw Szufel. Statistical verification of the multiagent model of volatility clustering on financial markets. In Advances in Social Simulation 2015, pages 329--333. Springer International Publishing, 2017. [ bib ]
[23]	Michele Carillo, Gennaro Cordasco, Flavio Serrapica, Carmine Spagnuolo, Przemysaw Szufel, and Luca Vicidomini. Dm ason on the cloud: an experience with amazon web services. In Euro-Par 2016: Parallel Processing Workshops: Euro-Par 2016 International Workshops, Grenoble, France, August 24-26, 2016, Revised Selected Papers 22, pages 322--333. Springer International Publishing, 2017. [ bib ]
[24]	Marcin Czupryna, Przemyslaw Szufel, Bogumil Kamiński, and Anna Wiertlewska. O estymacji preferencji w sztucznych sieciach spolecznych. Optimum. Studia Ekonomiczne, (3 (87)):31--47, 2017. [ bib ]
[25]	Carillo Michele, Cordasco Gennaro, Serrapica Flavio, Spagnuolo Carmine, P Szufel, et al. D-mason on the cloud: An experience with amazon web services. In Proceedings of Euro-Par: Parallel Processing Workshops. LNCS, volume 10104, 2017. [ bib ]
[26]	Przemyslaw Szufel, Marcin Czupryna, and Bogumil Kamiński. Optimal execution of large scale simulations in the cloud. the case of route-to-pa sim online preference simulation. In 2016 Winter Simulation Conference (WSC), pages 3702--3703. IEEE, 2016. [ bib ]
[27]	Michele Carillo, Gennaro Cordasco, Flavio Serrapica, Vittorio Scarano, Carmine Spagnuolo, and Przemysaw Szufel. Sof: Zero configuration simulation optimization framework on the cloud. In 2016 24th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP), pages 341--344. IEEE, 2016. [ bib ]
[28]	Bogumil Kamiński and Przemyslaw Szufel. On optimization of simulation execution on amazon ec2 spot market. Simulation Modelling Practice and Theory, 58:172--187, 2015. [ bib ]
[29]	Vittorio Scarano, Delfina Malandrino, Michael Baker, Françoise Détienne, Jerry Andriessen, Mirjam Pardijs, Adegboyega Ojo, Lukasz Porwol, Przemyslaw Szufel, Bogumil Kamiński, et al. Route-to-pa h2020 project: Raising open and user-friendly transparency-enabling technologies for public administrations. In E-Democracy--Citizen Rights in the World of the New Computing Paradigms: 6th International Conference, E-Democracy 2015, Athens, Greece, December 10-11, 2015, Proceedings 6, pages 219--222. Springer International Publishing, 2015. [ bib ]
[30]	Przemyslaw Szufel, Bogumil Kamiński, and Grzegorz Koloch. On elicitation of preferences from social networks through synthetic population modelling. In 2015 Winter Simulation Conference (WSC), pages 3206--3207. IEEE, 2015. [ bib ]
[31]	K Bogumil and P Szufel. On optimization on simulation execution on amazon ec2 spots market. Journal of Simulation Modelling Practice and Theory, 58:172--187, 2015. [ bib ]
[32]	Tomasz Kuszewski, Tomasz Szapiro, and Przemyslaw Szufel. Modelowanie wieloagentowe w badaniach decyzji edukacyjnych. In Analizy IBE/2/2015, page 30. Instytut Badań Edukacyjnych, 2015. [ bib ]
[33]	Tomasz Szapiro and Przemyslaw Szufel. Simulated negotiation outcomes through recommendation crowding. Group Decision and Negotiation, 23:443--461, 2014. [ bib ]
[34]	Thalles V Garcez and Przemyslaw Szufel. Multidimensional risk management for underground electricity networks. Studies in Logic, Grammar and Rhetoric, 37(1):51--69, 2014. [ bib ]
[35]	Bogumil Kamiński and Przemyslaw Szufel. Asynchronous knowledge gradient policy for ranking and selection. In Proceedings of the Winter Simulation Conference 2014, pages 3785--3796. IEEE, 2014. [ bib ]
[36]	Przemyslaw Szufel, Bogumil Kaminski, and Tomasz Szapiro. Simulating optimal negotiation strategy in risk management for networks with cascading failures. In Group Decision and Negotiation 2014 GDN 2014: Proceedings of the Joint International Conference of the INFORMS GDN Section and the EURO Working Group on DSS, volume 31, page 32. EWG-DSS, 2014. [ bib ]
[37]	Przemyslaw Szufel and Kaminski Bogumil. Simulator of amazon ec2 spot market. In Proceedings of the 2014 Winter Simulation Conference (eds. Tolk, A; Diallo, SY; Ryzhov, IO; Yilmaz, L; Buckley, S; Miller, JA). https://informs-sim.org/wsc14papers/includes/files/421.pdf, 2014. [ bib ]
[38]	Bogumil Kamiński and Przemyslaw Szufel. Verification of models in agent based computational economics—lessons from software engineering. In Perspectives in Business Informatics Research: 12th International Conference, BIR 2013, Warsaw, Poland, September 23-25, 2013. Proceedings 12, pages 185--199. Springer Berlin Heidelberg, 2013. [ bib ]
[39]	Przemyslaw Szufel, Bogumil Kamiński, and Piotr Wojewnik. Controllling simulation experiment design for agent-based models using tree representation of parameter space. Foundations of Computing and Decision Sciences, 38(4):277--298, 2013. [ bib ]
[40]	Nicolas Payette, Marius Bujorianu, Glen Ropella, Ken Cline, Jeffrey Schank, Matt Miller, Sara Jonsson, Laszlo Gulyas, Richard Legendi, Olaf Bochmann, et al. Future mason directions: Community recommendations. In Report of the 2013 MASON NSF Workshop, George Mason University Computer Science Technical Report, volume 9, 2013. [ bib ]
[41]	Przemyslaw Szufel. Cost efficiency of decision analysis distance education. In 1st International Workshop on Teaching Decision Sciences and Technologies February 9-10, 2012, 2012. [ bib ]
[42]	Przemyslaw Szufel and Tomasz Szapiro. Wielokryterialna symulacyjna ocena decyzji o finansowaniu edukacji wyższej. Zastosowanie badań operacyjnych: zarządzanie projektami, decyzje finansowe, logistyka, 238:95--110, 2011. [ bib ]
[43]	P Szufel. O kosztowej efektywności procesów edukacyjnych. Szkola glówna Handlowa w Warszawie, 2011. [ bib ]
[44]	Tomasz Szapiro and Przemyslaw Szufel. Barriers and profits of distance education in operations research based decision analysis. The Journal of Internet Banking and Commerce, 15(3):1--12, 2010. [ bib ]
[45]	Koloch Grzegorz, Szapiro Tomasz, and Szufel Przemyslaw. Private and public financing of education: A market design perspective. In Proceedings International Conference On Applied Economics 2010, pages 409--416. National and Kapodistrian University of Athens, Greece, 2010. [ bib ]
[46]	P Szufel and P Wojewnik. Universal software platform for construction of web-based negotiation support systems'. Group Decision and Negotiation, 2008. [ bib ]
[47]	G Koloch and P Szufel. Small samples and economic reasoning. In Wydawnictwo X Konferencji Polskiego Towarzystwa Badań Operacyjnych i Systemowych BOS, w przygotowaniu, 2008. [ bib ]
[48]	Przemyslaw Szufel and Dariusz Witkowski. Determinants of economic development level-structure and its stability. Roczniki Kolegium Analiz Ekonomicznych, (17):85--100, 2007. [ bib ]
[49]	Eliza Bielińska, Danuta Deregowska, Tomasz Szapiro, Przemyslaw Szufel, and Marek Zagórski. Wielowarstwowy system analizy decyzji. Prace Naukowe/Akademia Ekonomiczna w Katowicach, pages 43--60, 2002. [ bib ]

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