E-mail: stanislaw.saganowski@pwr.edu.pl

Unit: Faculty of Information and Communication Technology (N) » Departament of Artificial intelligence

Wybrzeże Wyspiańskiego 27, Wrocław
building A-1, office 203 L
phone: 71 320 3609

Office hours

• Tuesday 11.00-13.00

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Research fields

• affective computing, emotion recognition from physiological data, machine learning, data science, group evolution prediction, mobile technologies

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Recent papers

2020

• Hubert Jegierski, Stanisław Saganowski
  An "outside the box" solution for imbalanced data classification. IEEE Access. 2020, vol. 8, s. 125191-125209.
• Stanisław Saganowski, Anna Dutkowiak, Adam Dziadek*, Maciej Dzieżyc, Joanna Komoszyńska, Weronika Michalska, Adam Polak, Michał Ujma*, Przemysław Kazienko
  Emotion recognition using wearables: a systematic literature review - work-in-progress. W: 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) : took place 23-27 March 2020 in Austin, TX, USA. Piscataway, NJ : IEEE, cop. 2020. s. 1-6.

2019

• Stanisław Saganowski, Piotr Bródka, Michał Koziarski*, Przemysław Kazienko
  Analysis of group evolution prediction in complex networks. PLoS ONE [Dokument elektroniczny]. 2019, vol. 14, nr 10, art. 0224194, s. 1-18.
• Wenyuan Liu*, Stanisław Saganowski, Przemysław Kazienko, Siew Ann. Cheong*
  Predicting the evolution of physics research from a complex network perspective. Entropy. 2019, vol. 21, nr 12, art. 1152, s. 1-22.

201

• Stanisław Saganowski, Piotr Bródka, Przemysław Kazienko
  Community evolution. W: Encyclopedia of Social Network Analysis and Mining / eds. Reda Alhajj, Jon Rokne. 2nd ed. New York : Springer, cop. 2018. s. 357-370.

Papers in DONA database

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Selected publications
1	Article 2024 Kleanthis Avramidis, Dominika Kunc, Bartosz Perz, Kranti Adsul, Tiantian Feng, Przemysław Kazienko, Stanisław Saganowski, Shrikanth Narayanan, Scaling representation learning from ubiquitous ECG with State-Space models. IEEE Journal of Biomedical and Health Informatics. 2024, s. 1-12. ISSN: 2168-2208; 2168-2194 Resources:DOIURL
2	Article 2024 Anna Andreasson, Lars Agréus, Nikolaos Mastellos, Grzegorz Bliźniuk, Dorota Waśko-Czopnik, Agapi Angelaki, Eirini Theodosaki, Christos Lionis, Karin Hek, Robert Verheij, Ellen Wright, Stevo Durbaba, Jean Muris, Piotr Bródka, Stanisław Saganowski, Jean-Francois Ethier, Vasa Curcin, Brendan Delaney, Effect of on-demand vs continuous prescription of proton pump inhibitors on symptom burden and quality of life: results of a real-world randomized controlled trial in primary care patients with gastroesophageal reflux disease. Annals of Medicine. 2024, vol. 56, nr 1, s. 1-9. ISSN: 1365-2060; 0785-3890 Resources:DOIURLSFX
3	Proceeding paper 2024 Joanna Komoszyńska, Dominika Kunc, Bartosz Perz, Adam Hebko, Przemysław Kazienko, Stanisław Saganowski, Designing and executing a large-scale real-life affective study. W: 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) : 11-15 March 2024, Biarritz, France. Danvers, MA : IEEE, cop. 2024. s. 505-510. ISBN: 979-8-3503-0436-7 Resources:DOIURL
4	Article 2024 Maciej Behnke, Stanisław Saganowski, Dominika Kunc, Przemysław Kazienko, Ethical considerations and checklist for affective research with wearables. IEEE Transactions on Affective Computing. 2024, vol. 15, nr 1, s. 50-62. ISSN: 1949-3045 Resources:DOIURLSFX
5	Proceeding paper 2023 Dominika Kunc, Joanna Komoszyńska, Bartosz Perz, Stanisław Saganowski, Przemysław Kazienko, Emognition system - wearables, physiology, and machine learning for real-life emotion capturing. W: 2023 11th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 10-13 September 2023, Cambridge, MA, USA. Piscataway, NJ : IEEE, cop. 2023. s. 1-3. ISBN: 979-8-3503-2745-8 Resources:DOIURL
6	Proceeding paper 2023 Maciej Behnke, Stanisław Saganowski, Łukasz D Kaczmarek, Przemysław Kazienko, Emotions studied by computer scientists and psychologists — A complementary perspective. W: 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) : 13-17 March 2023, Atlanta, GA, USA. Danvers, MA : IEEE, cop. 2023. s. 206-211. ISBN: 978-1-6654-5381-3 Resources:DOIURL
7	Proceeding paper 2023 Stanisław Saganowski, Jan Miszczyk, Dominika Kunc, Dzmitry Lisouski, Przemysław Kazienko, Lessons learned from developing emotion recognition system for everyday life. W: SenSys '22 : Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, Boston, Massachusetts, November 6 - 9, 2022 / ed. Jeremy Gummeson. New York, NY : Association for Computing Machinery, 2023. s. 1047–1054. ISBN: 978-1-4503-9886-2 Resources:DOI
8	Article 2023 Stanisław Saganowski, Bartosz Perz, Adam Polak, Przemysław Kazienko, Emotion recognition for everyday life using physiological signals from wearables: a systematic literature review. IEEE Transactions on Affective Computing. 2023, vol. 14, nr 3, s. 1876- 1897. ISSN: 1949-3045 Resources:DOIURLSFX
9	Article 2022 Adam Polak, Bartłomiej P Klich, Stanisław Saganowski, Monika Prucnal, Przemysław Kazienko, Processing photoplethysmograms recorded by smartwatches to improve the quality of derived pulse rate variability. Sensors. 2022, vol. 22, nr 18, art. 7047, s. 1-21. ISSN: 1424-8220 Resources:DOIURLSFX
10	Proceeding paper 2022 Dominika Kunc, Joanna Komoszyńska, Bartosz Perz, Przemysław Kazienko, Stanisław Saganowski, Real-life validation of emotion detection system with wearables. W: Bio-inspired Systems and Applications from Robotics to Ambient Intelligence : 9th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31-June 3, 2022 : proceedings. Pt. 2 / eds. José Manuel Ferrández Vicente [i in.]. Cham : Springer, cop. 2022. s. 45-54. ISBN: 978-3-031-06526-2; 978-3-031-06527-9 Resources:DOIURLSFX

All publications