Email: marek.bazan@pwr.edu.pl

Jednostka: Wydział Informatyki i Telekomunikacji » Katedra Informatyki Technicznej

ul. Z. Janiszewskiego 11/17, Wrocław
bud. C-3, pok. 230
tel. 71 320 42 26

 

Konsultacje

• Cz. 12:15-14:00
• Pt. 11:15-13:00

Zainteresowania naukowe

• zarządzanie transportem,
• przetwarzanie obrazu,
• przetwarzanie dużych danych,
• zastosowanie sieci neuronowych typu RBF oraz konwolucyjnych,
• optymalizacja procesów produkcyjnych.

Wybrane ostatnie publikacje 

2017

• Bazan M., Janiczek T., Madej Ł.,  Equilibrium method for origination destination matrix estimation exploited to urban traffic simulation calibration. W: Smart Solutions in Todays Transport : 17th International Conference on Transport Systems Telematics, TST 2017 Katowice - Ustroń, Poland, April 5-8, 2017, Selected Papers / ed. Jerzy Mikulski. [Cham] : Springer, cop. 2017. s. 16-27. (Communications in Computer and Information Science, ISSN 1865-0929; vol. 715)

2016

• Halawa K., Bazan M., Ciskowski P., Janiczek T., Kozaczewski P., Rusiecki A., Road traffic predictions across major city intersections using multilayer perceptrons and data from multiple intersections located in various places. IET Intelligent Transport Systems. 2016, vol. 10, nr 7, s. 469-475.
• Ciskowski P., Janik A., Bazan M., Halawa K., Janiczek T., Rusiecki A., Estimation of travel time in the city based on intelligent transportation system traffic data with the use of neural networks. W: Dependability Engineering and Complex Systems : proceesings of the Eleventh International Conference on Dependability and Complex Systems DepCoS-RELCOMEX, June 27 - July 1, 2016, Brunów, Poland / Wojciech Zamojski, Jacek Mazurkiewicz, Jarosław Sugier, Tomasz Walkowiak, Janusz Kacprzyk (eds.). [Cham] : Springer, cop. 2016. s. 85-95. (Advances in Intelligent Systems and Computing, ISSN 2194-5357; vol. 470).
• Bazan M., Śmigowski M., Ciskowski P., Halawa K., Janiczek T., Rusiecki A., Detection of vehicles moving in wrong direction. Archives of Transport System Telematics. 2016, vol. 9, nr 1, s. 3-9.

2015

• Bazan M., Ciskowski P., Halawa K., Janiczek T., Kozaczewski P., Madej Ł., Rusiecki A., Intelligent Transport System auditing using road traffic micro-simulation. Archives of Transport System Telematics. 2015, vol. 8, nr 4, s. 3-8.

2013

• Bazan M., Skubalska-Rafajłowicz E., A new method of centers location in Gaussian RBF interpolation networks. W: Artificial intelligence and soft computing : 12th International Conference, ICAISC 2013, Zakopane, Poland, June 9-13, 2013 : proceedings. Pt. 1 / Leszek Rutkowski [i in.] (eds.). Berlin ; Heidelberg : Springer, cop. 2013. s. 20-31. (Lecture Notes in Computer Science. Lecture Notes in Artificial Intelligence, ISSN 0302-9743; vol. 7894)

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Wybrane publikacje
1	Referat konferencyjny 2024 Marek Bazan, Tomasz Gniazdowski, Dawid Wolkiewicz, Juliusz Sarna, Maciej E Marchwiany, Large language models for data extraction in slot-filling tasks. W: System Dependability - Theory and Applications : Proceedings of the Nineteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, July 1-5, 2024, Brunów, Poland / eds. Wojciech Zamojski [i in.]. Cham : Springer, cop. 2024. s. 1-18. ISBN: 978-3-031-61856-7; 978-3-031-61857-4 Zasoby:DOISFX
2	Artykuł 2024 Marek Bazan, Czesław Smutnicki, Maciej E Marchwiany, Optimization of a task schedule for teams with members having various skills. International Journal of Electronics and Telecommunications. 2024, vol. 70, nr 1, s. 59-69. ISSN: 2081-8491; 2300-1933 Zasoby:DOIURLSFX
3	Referat konferencyjny 2023 Paweł Pawłowski, Marek Bazan, Maciej Pawełczyk, Maciej E Marchwiany, Tabular structures detection on scanned VAT invoices. W: Dependable Computer Systems and Networks : proceedings of the Eighteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, July 3-7, 2023, Brunów, Poland / eds. Wojciech Zamojski [i in.]. Cham : Springer, cop. 2023. s. 207-222. ISBN: 978-3-031-37719-8; 978-3-031-37720-4 Zasoby:DOIURLSFX
4	Referat konferencyjny 2023 Marek Bazan, Aleksy Migasiewicz, Maciej E Marchwiany, Task duration prediction from a textual description. W: 27th KES International Conference on Knowledge-Based and Intelligent Information & Engineering Systems KES2023 / eds. G. A. Tsihrintzis [i in.]. Amsterdam : Elsevier, cop. 2023. s. 3554-3564. Zasoby:DOIURLSFX
5	Referat konferencyjny 2023 Jakub Szymkowiak, Marek Bazan, Krzysztof Halawa, Tomasz Janiczek, Detection of objects dangerous for the operation of mining machines. W: Computational Science - ICCS 2023 : 23rd International Conference Prague, Czech Republic, July 3-5, 2023 : proceedings. Pt. 4 / eds. Jiří Mikyška [i in.]. Cham : Springer, cop. 2023. s. 128-139. ISBN: 978-3-031-36026-8; 978-3-031-36027-5 Zasoby:DOIURLSFX
6	Referat konferencyjny 2023 Przemysław Jamontt, Juliusz Sarna, Jakub Wnuk, Marek Bazan, Krzysztof Halawa, Tomasz Janiczek, Detection of oversized objects in a video stream using an image classification with deep neural networks. W: Dependable Computer Systems and Networks : proceedings of the Eighteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, July 3-7, 2023, Brunów, Poland / eds. Wojciech Zamojski [i in.]. Cham : Springer, cop. 2023. s. 95-104. ISBN: 978-3-031-37719-8; 978-3-031-37720-4 Zasoby:DOIURLSFX
7	Artykuł 2020 Ireneusz Miciuła, Henryk Wojtaszek, Marek Bazan, Tomasz Janiczek, Bogdan Włodarczyk, Judyta Kabus, Radomir Kana, Management of the energy mix and emissivity of individual economies in the European Union as a challenge of the modern world climate. Energies. 2020, vol. 13, nr 19, art. 5191, s. 1-24. ISSN: 1996-1073 Zasoby:DOIURLSFX
8	Artykuł 2020 Łukasz Kuźmiński, Piotr Maśloch, Marek Bazan, Tomasz Janiczek, Krzysztof Halawa, Henryk Wojtaszek, Ireneusz Miciuła, Tomasz Chajduga, Adam Hubert Kawecki, Robert J Czwartosz, Jakub Stawik, Management of delay optimization at intersections. Energies. 2020, vol. 13, nr 12, art. 3087, s. 1-22. ISSN: 1996-1073 Zasoby:DOIURLSFX
9	Referat konferencyjny 2019 Piotr Ciskowski, Grzegorz Drzewiński, Marek Bazan, Tomasz Janiczek, Estimation of travel time in the city using neural networks trained with simulated urban traffic data. W: Contemporary complex systems and their dependability : proceedings of the Thirteenth International Conference on Dependability and Complex Systems DepCoS-RELCOMEX, July 2–6, 2018, Brunów, Poland / eds. Wojciech Zamojski [i in.]. Cham : Springer, cop. 2019. s. 121-134. ISBN: 978-3-319-91445-9 Zasoby:DOISFX
10	Referat konferencyjny 2017 Marek Bazan, Tomasz Janiczek, Łukasz Madej, Equilibrium method for origination destination matrix estimation exploited to urban traffic simulation calibration. W: Smart Solutions in Today`s Transport : 17th International Conference on Transport Systems Telematics, TST 2017 Katowice - Ustroń, Poland, April 5-8, 2017 : selected papers / ed. Jerzy Mikulski. [Cham] : Springer, cop. 2017. s. 16-27. ISBN: 978-3-319-66250-3 Zasoby:DOISFX

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