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Wydział Informatyki i Telekomunikacji

Wydział Informatyki i Telekomunikacji

dr hab. inż. Stanisław Saganowski

Email: stanislaw.saganowski@pwr.edu.pl
Jednostka: Wydział Informatyki i Telekomunikacji » Katedra Sztucznej Inteligencji

Office hours

  • Tuesday 9.00-11.00
  • Thursday 9:00-11:00

building D-21, office 229


Research interests

  • affective computing, emotion recognition from physiological data, wearable data, health AI

Wybrane publikacje
1
Artykuł
2026
Maciej Behnke Maciej Kłoskowski, Michał Klichowski, Wadim Krzyżaniak, Kacper Szymański, Patryk Maciejewski, Patrycja Chwiłkowska, Marta Kowal, Rafał Jończyk, Jan Nowak, Szymon Kupiński, Dominika Kunc Stanisław Saganowski Aakash A Chowkase, Farida Guemaz, Kevin S Kertechian, Leonardo A Aguilar, Barnabas T Alayande, Vimala Balakrishnan, Dana M Basnight-Brown, Jordane Boudesseul, Tomás A D’Amelio, Jovi C Dacanay, Abhishek Dedhe, Shan Gao, Alvaro Mailhos, Christine M Mpyangu, Moises Mebarak, Arooj Najmussaqib, Ju Hee Park, Ekaterine Pirtskhalava, Eli Rice, Sohrab Sami, Yuki Yamada, Jan Baczyński, Lilianna Dera, Szymon Jęśko-Białek, Jakub Łączkowski, Hubert Marciniak, Filip Nowicki, Bartosz Wilczek, James J Gross, Nicholas A Coles,
Using artificial intelligence to generate affective images: methodology and initial library. Advances in Methods and Practices in Psychological Science. 2026, vol. 9, nr 1, s. 1-28. ISSN: 2515-2459; 2515-2467
Zasoby:DOIURLSFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
2
Artykuł
2026
Dominika Kunc Joanna Komoszyńska Kleanthis Avramidis, Tiantian Feng, Shrikanth Narayanan, Przemysław Kazienko Stanisław Saganowski
Dominance and complementarity in cross-modal representation learning for wearable time series. Information Fusion. 2026, vol. 135, art. 104439, s. 1-15. ISSN: 1566-2535; 1872-6305
Zasoby:DOIURLSFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
3
Referat konferencyjny
2026
Aleksander Woźniak, Jan Szyndlarewicz, Dominika Kunc Stanisław Saganowski
Utilizing representation learning for ECG-based authentication. W: Intelligent Information and Database Systems : 18th Asian Conference, ACIIDS 2026 Kaohsiung, Taiwan, April 13–15, 2026 Proceedings, Part II / eds. Ngoc Thanh Nguyen [i in.]. Singapore : Springer Nature Singapore, cop. 2026. s. 475-489. ISBN: 978-981-92-0073-3; 978-981-92-0074-0
Zasoby:DOIURLSFX
4
Artykuł
2025
Nicholas A Coles, Bartosz Perz Stanisław Saganowski
Big team science reveals promises and limitations of machine learning efforts to model physiological markers of affective experience. Royal Society Open Science. 2025, vol. 12, nr 6, art. 241778, s. 1-13. ISSN: 2054-5703
Zasoby:DOIURLSFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
5
Referat konferencyjny
2025
Joanna Komoszyńska Stanisław Saganowski
PPG-to-ECG signal translation using wearable data in affective computing. W: 2025 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) : 17-21 March 2025, Washington D.C., USA. Danvers, MA : IEEE, cop. 2025. s. 622-623. ISBN: 979-8-3315-3553-7
Zasoby:DOIURL
6
Referat konferencyjny
2025
Dominika Kunc Przemysław Kazienko Stanisław Saganowski
Exploring real-life psychophysiological states with self-supervised learning. W: 2025 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) : 17-21 March 2025, Washington D.C., USA. Danvers, MA : IEEE, cop. 2025. s. 610-611. ISBN: 979-8-3315-3553-7
Zasoby:DOIURL
7
Referat konferencyjny
2025
Dominika Kunc Stanisław Saganowski
Representation learning enables uncovering psychophysiological states from wearable data. W: 2025 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) : 17-21 March 2025, Washington D.C., USA. Danvers, MA : IEEE, cop. 2025. s. 637-640. ISBN: 979-8-3315-3553-7
Zasoby:DOIURL
8
Referat konferencyjny
2024
Dominika Kunc Joanna Komoszyńska Stanisław Saganowski Przemysław Kazienko Karen S Quigley, Lisa Feldman Barrett,
Embracing subjectivity in affective research: naturalistic and controlled settings. W: 2024 12th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 15 September 2024, Glasgow, United Kingdom. Danvers, MA : IEEE, cop. 2024. s. 176-180. ISBN: 979-8-3315-1646-8; 979-8-3315-1645-1
Zasoby:DOIURL
9
Artykuł
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, vol. 28, nr 10, s. 5877-5889. ISSN: 2168-2208; 2168-2194
Zasoby:DOIURLSFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
10
Artykuł
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
Zasoby:DOIURLSFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
11
Referat konferencyjny
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
Zasoby:DOIURL
12
Artykuł
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
Zasoby:DOIURLSFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
13
Referat konferencyjny
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
Zasoby:DOIURL

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