E-mail: piotr.ciskowski@pwr.edu.pl

Unit: Faculty of Information and Communication Technology (N) » Department of Computer Engineering

ul. Z. Janiszewskiego 7, Wrocław
building C-16 (technopolis), room P 2.2                                         
tel. 71 340 7625

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Research fields:

• neural networks, machine learning, data science
• decision support, contextual modeling, optimization
  
  
• financial applications of neural nets
• technical analysis of forex market, Price Action
  
  
• object-oriented programming: C++, Python, UML
• databases, business process modelling
  
  
• intelligent transportation systems modelling and optimisation
• building management systems, adaptive heating control
  
  

Selected publications:

1. Piotr Ciskowski, Adrianna Janik, Marek Bazan, Krzysztof Halawa, Tomasz Janiczek, Andrzej Rusiecki. Estimation of travel time in the city based on intelligent transportation system traffic data with the use of neural networks. Dependability Engineering and Complex Systems: Proceedings 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.). Springer, cop. 2016. s. 85-95
   
   
2. Piotr Ciskowski. Neural Pattern Recognition with Self-organizing Maps for Efficient Processing of Forex Market Data Streams. Artificial Intelligence and Soft Computing, 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part I; 01/2010
   
   
3. Piotr Ciskowski. Efficient Modeling of Contextual Mappings by Context-dependent Feedforward and Recurrent Neural Nets. Proceedings of the International Joint Conference on Neural Networks, IJCNN 2006, part of the IEEE World Congress on Computational Intelligence, WCCI 2006, Vancouver, BC, Canada, 16-21 July 2006; 01/2006
   
   
4. Piotr Ciskowski, Ewaryst Rafajłowicz. Context-dependent neural nets - structures and learning. IEEE Transactions on Neural Networks 12/2004; 15(6):1367-77

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Selected publications
1	Proceeding paper 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 Resources:DOISFX
2	Article 2016 Marek Bazan, Piotr Ciskowski, Krzysztof Halawa, Tomasz Janiczek, Łukasz Madej, Andrzej Rusiecki, Green wave optimisation. Archives of Transport System Telematics. 2016, vol. 9, nr 3, s. 3-8. ISSN: 1899-8208 Resources:URLSFX
3	Article 2016 Marek Bazan, Piotr Ciskowski, Roland Dudek, Krzysztof Halawa, Tomasz Janiczek, Piotr Kozaczewski, Andrzej Rusiecki, Multithreaded enhancements of the Dijkstra algorithm for route optimization in urban networks. Archives of Transport System Telematics. 2016, vol. 9, nr 2, s. 3-7. ISSN: 1899-8208 Resources:URLSFX
4	Article 2016 Marek Bazan, Piotr Ciskowski, Krzysztof Halawa, Tomasz Janiczek, Andrzej Rusiecki, Mateusz Śmigowski, Detection of vehicles moving in wrong direction. Archives of Transport System Telematics. 2016, vol. 9, nr 1, s. 3-9. ISSN: 1899-8208 Resources:URLSFX
5	Proceeding paper 2016 Piotr Ciskowski, Adrianna Janik, Marek Bazan, Krzysztof Halawa, Tomasz Janiczek, Andrzej Rusiecki, 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. ISBN: 978-3-319-39638-5 Resources:DOISFX
6	Article 2016 Krzysztof Halawa, Marek Bazan, Piotr Ciskowski, Tomasz Janiczek, Piotr Kozaczewski, Andrzej Rusiecki, 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. ISSN: 1751-956X Resources:DOIURLSFX
7	Article 2015 Marek Bazan, Piotr Ciskowski, Krzysztof Halawa, Tomasz Janiczek, Piotr Kozaczewski, Łukasz Madej, Andrzej Rusiecki, Intelligent Transport System auditing using road traffic micro-simulation. Archives of Transport System Telematics. 2015, vol. 8, nr 4, s. 3-8. ISSN: 1899-8208 Resources:URLSFX
8	Article 2015 Marek Bazan, Michał Bożek, Piotr Ciskowski, Krzysztof Halawa, Tomasz Janiczek, Piotr Kozaczewski, Andrzej Rusiecki, Some acpects of Intelligent Transport System auditing. Archives of Transport System Telematics. 2015, vol. 8, nr 3, s. 3-8. ISSN: 1899-8208 Resources:URLSFX
9	Proceeding paper 2014 Piotr Ciskowski, Efficient training of context-dependent neural nets with conjugate gradient algorithms. W: Proceedings of the Ninth International Conference on Dependability and Complex Systems DepCoS-RELCOMEX, June 30 - July 4, 2014, Brunów, Poland / Wojciech Zamojski [i in.] (eds.). Cham [i in.] : Springer, cop. 2014. s. 145-154. ISBN: 978-3-319-07012-4 Resources:DOISFX
10	Coursebook 2012 Piotr Ciskowski, Poznawanie własności sieci neuronowych w środowisku MATLAB [Dokument elektroniczny]. Wrocław: Oficyna Wydawnicza Politechniki Wrocławskiej, [2012]. 102 s. ISBN: 978-83-7493-712-2 Resources:URL

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