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

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

Selected publications
1	Referat konferencyjny 2024 Łukasz Jeleń Konrad J Kluwak Piotr Ciskowski Marcin Tarasiuk, Dariusz Olearczuk, Andrzej Rusiecki Machine learning-enhanced turfgrass logistics through remote sensing. W: 11th Carpathian Logistics Congress - CLC 2023, November 8-10, 2023, Prague, Czech Republic : conference proceedings. Ostrava : TANGER Ltd., cop. 2024. s. 155-160. ISBN: 978-80-88365-17-4 Zasoby:DOI
2	Artykuł 2024 Adam Radkowski, Konrad J Kluwak Andrzej Rusiecki Piotr Ciskowski Łukasz Jeleń Paweł Więcek, Wykorzystanie teledetekcji i uczenia maszynowego do oceny stanu terenów zielonych. Przegląd Budowlany. 2024, nr 5, s. 187-191. ISSN: 0033-2038 Zasoby:DOIURL
3	Artykuł 2024 Łukasz Jeleń Piotr Ciskowski Konrad J Kluwak Deep learning in the classification and recognition of cardiac activity patterns. International Journal of Electronics and Telecommunications. 2024, vol. 70, nr 1, s. 79-85. ISSN: 2081-8491; 2300-1933 Zasoby:DOIURLSFX
4	Referat konferencyjny 2023 Mateusz Surowiec, Piotr Ciskowski Konrad J Kluwak Łukasz Jeleń Deep learning ECG signal analysis: description and preliminary results. 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. 309-318. ISBN: 978-3-031-37719-8; 978-3-031-37720-4 Zasoby:DOISFX
5	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
6	Artykuł 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 Zasoby:URLSFX
7	Artykuł 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 Zasoby:URLSFX
8	Artykuł 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 Zasoby:URLSFX
9	Referat konferencyjny 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 Zasoby:DOISFX
10	Artykuł 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 Zasoby:DOIURLSFX

All employee publications