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Department of Artificial Intelligence
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Publications

Publications assigned to this group and public publications confirmed in the research records of its current members.

Publications: 426

  1. Linguistic knowledge application to neuro-symbolic transformers in sentiment analysis

    Joanna Baran, Jan Kocoń

    22nd IEEE International Conference on Data Mining Workshops (ICDMW), 28 November - 1 December 2022, Orlando, Florida · 2022

  2. Processing photoplethysmograms recorded by smartwatches to improve the quality of derived pulse rate variability

    Adam Polak, Bartłomiej P Klich, Stanisław Saganowski, Monika Prucnal, Przemysław Kazienko

    Sensors · 2022

  3. MultiEmo: language-agnostic sentiment analysis

    Piotr D. Miłkowski, Marcin Gruza, Przemysław Kazienko, Joanna I Szołomicka, Stanisław J Woźniak, Jan Kocoń

    ICCS 2022 · 2022

  4. Towards a contextualised spatial-diachronic history of literature: mapping emotional representations of the city and the country in Polish fiction from 1864 to 1939

    Jan A Wieczorek, Jan Kocoń, Stanisław J Woźniak, Wiktor Walentynowicz, Agnieszka Karlińska, Cezary Rosiński, Patryk Hubar, Marek Kubis, Arkadiusz Margraf

    LaTeCH-CLfL 2022 · 2022

  5. Deep-SHEEP: sense of humor extraction from embeddings in the personalized context

    Julita Bielaniewicz, Kamil Kanclerz, Piotr D Miłkowski, Marcin Gruza, Konrad Karanowski, Przemysław Kazienko, Jan Kocoń

    22nd IEEE International Conference on Data Mining Workshops (ICDMW), 28 November - 1 December 2022, Orlando, Florida · 2022

  6. Effectiveness of research grants funded by European Research Council and Polish National Science Centre

    Maciej Dzieżyc, Przemysław Kazienko

    Journal of Informetrics · 2022

  7. Multilingual and language-agnostic recognition of emotions, valence and arousal in large-scale multi-domain text reviews

    Jan Kocoń, Piotr D Miłkowski, Arkadiusz Janz, Maciej Piasecki, Małgorzata Wierzba, Barbara Konat, Katarzyna Klessa, Monika Riegel, Konrad Juszczyk, Damian Grimling, Artur Marchewka

    LTC 2019 · 2022

  8. Multitask personalized recognition of emotions evoked by textual content

    Piotr D. Miłkowski, Stanisław Saganowski, Marcin Gruza, Przemysław Kazienko, Maciej Piasecki, Jan Kocoń

    2022

  9. Neuro-symbolic models for sentiment analysis

    Jan Kocoń, Joanna Baran, Marcin Gruza, Arkadiusz Janz, Michał Kajstura, Przemysław Kazienko, Wojciech Korczyński, Piotr D Miłkowski, Maciej Piasecki, Joanna I Szołomicka

    ICCS 2022 · 2022

  10. Multi-Wiki90k: multilingual benchmark dataset for paragraph segmentation

    Michał Swędrowski, Piotr D Miłkowski, Bartłomiej Bojanowski, Jan Kocoń

    ICCCI 2022 · 2022

  11. Emognition dataset: emotion recognition with self-reports, facial expressions, and physiology using wearables

    Stanisław Saganowski, Joanna Komoszyńska, Maciej Behnke, Bartosz Perz, Dominika Kunc, Bartłomiej P Klich, Przemysław Kazienko, Łukasz Kaczmarek

    Scientific Data · 2022

  12. Temporal network epistemology: on reaching consensus in a real-world setting

    Michalski, Rados{\l}aw, Damian Serwata, Mateusz Nurek, Bolesław K. Szymański, Kazienko, Przemys{\l}aw, Tao Jia, Radosław Michalski, Przemysław Kazienko

    Chaos · 2022

  13. Real-life validation of emotion detection system with wearables

    Dominika Kunc, Joanna Komoszyńska, Bartosz Perz, Przemysław Kazienko, Stanisław Saganowski

    IWINAC 2022 · 2022

  14. Mapping WordNet onto human brain connectome in emotion processing and semantic similarity recognition

    Jan Kocoń, Marek M Maziarz

    Information Processing & Management · 2021

  15. Comprehensive analysis of aspect term extraction methods using various text embeddings

    Łukasz M. Augustyniak, Tomasz Kajdanowicz, Przemysław Kazienko

    Computer Speech and Language · 2021

  16. A resource-aware method for parallel D2D data streaming

    Stanisław Saganowski, Przemysław Kazienko

    ICCCI 2021 · 2021

  17. Multiemo: multilingual, multilevel, multidomain sentiment analysis corpus of consumer reviews

    Jan Kocoń, Piotr D Miłkowski, Kamil Kanclerz

    ICCS 2021 · 2021

  18. A system for collecting emotionally annotated physiological signals in daily life using wearables

    Stanisław Saganowski, Maciej Behnke, Joanna Komoszyńska, Dominika Kunc, Bartosz Perz, Przemysław Kazienko

    2021

  19. Where should I publish? Heterogeneous, networks-based prediction of paper's citation success

    Rajmund Klemiński, Przemysław Kazienko, Tomasz Kajdanowicz

    Journal of Informetrics · 2021

  20. Multi-task sequence classification for disjoint tasks in low-resource languages

    Jarema Radom, Jan Kocoń

    Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES 2021 · 2021