Publications

Journal papers

• Bodziony, N., Jemioło, P., Kluza, K., & Ogiela, M. R. (2021). Blockchain-Based Address Alias System. Journal of Theoretical and Applied Electronic Commerce Research, 16(5), 1280-1296.
• Nalepa, G., Kutt, K., Giżycka, B., Jemioło, P. & Bobek, S. (2019). Analysis and Use of the Emotional Context with Wearable Devices for Games and Intelligent Assistants. Sensors, 19(11), 2509-2534.

Conference papers

• Wróbel, A., Jarosławski, M., & Jemioło, P. (2021). Prediction and Causality Visualization in Speech Recognition. In International Conference on Dependability and Complex Systems (DepCoS–RELCOMEX). Online.
  • Article presenter. Slides (soon).
• Kwaśny, D., Jemioło, P., & Hemmerling, D. (2021). Explaining Predictions of the X-Vector Speaker Age and Gender Classifier. In International Conference on Dependability and Complex Systems (DepCoS–RELCOMEX). Online.
  • Article presenter. Slides (soon).
• Mamica, M., Kapłon, P., & Jemioło, P. (2021). EEG-Based Emotion Recognition Using Convolutional Neural Networks. International Conference on Computational Science (ICCS). Online.
  • Article presenter. Slides (soon).
• Mróz, P., Quemy, A., Ślażyński, M., Kluza, K., & Jemioło, P. (2020). GBEx – towards Graph-Based Explanations. International Conference on Tools with Artificial Intelligence (ICTAI). Online.
  • Article presenter. Slides.
• Kluza, K., Znamirowski, M., Wiśniewski, P., Jemioło, P., & Ligęza, A. (2020). Generating Descriptions in Polish Language for BPMN Business Process Models. International Conference on Artificial Intelligence and Soft Computing (ICAISC). Online.
  • Article presenter. Slides.
• Ligęza, A., Jemioło, P., Adrian, W. T., Ślażyński, M., Adrian, M., Jobczyk, K., Kluza, K. Stachura-Terlecka, B. & Wiśniewski, P. (2020). Explainable Artificial Intelligence. Model Discovery with Constraint Programming. International Symposium on Methodologies for Intelligent Systems (ISMIS). Online.
  • Article presenter. Slides.
• Kutt, K. Drążyk, D., Jemioło, P., Giżycka, B., Bobek, S. & Nalepa, G. (2020). BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization. Affective Computing and Context Awareness in Ambient Intelligence (AfCAI). Cartagena, Spain.
• Giżycka, B., Jemioło, P., Domarecki, S., Świder K., Wiśniewski M. & Mielczarek, Ł. (2020). A Thin Light Blue Line – Towards Balancing Educational and Recreational Values of Serious Games. Affective Computing and Context Awareness in Ambient Intelligence (AfCAI). Cartagena, Spain.
  • Article presenter. Slides.
• Jemioło, P., Giżycka, B. & Nalepa, G. (2019). Prototypes of Arcade Games Enabling Affective Interaction. 18th International Conference on Artificial Intelligence and Soft Computing (ICAISC). Zakopane, Poland.
  • Article presenter. Poster.
• Giżycka, B., Nalepa, G. & Jemioło, P. (2018). "AIded with emotions" – a new design approach towards affective computer systems. Humanizing AI (HAI). 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI). Stockholm, Sweden.
  • Popular Choice Award for most popular paper.
• Kutt, K., Nalepa, G., Giżycka, B., Jemioło, P. & Adamczyk, M. (2018). Bandreader – a mobile application for data acquisition from wearable devices in affective computing experiments. 11th International Conference on Human System Interaction (HSI). Gdańsk, Poland.
  • Article presenter. Slides.

E-prints, preprints

• Jemioło, P., Storman, D., & Orzechowski, P. (2021). A Call For Better Methodological Quality Of Reviews On Using Artificial Intelligence For COVID-19 Detection In Medical Imaging-An Umbrella Systematic Review.
• Jemioło, P., Storman D., Mamica M., Szymkowski M., Orzechowski, P., & Dranka, W. (2021). Emotion Recognition from Cardiovascular Signals using Artificial Intelligence – a Systematic Review. Protocol.
• Storman, D., Świerz, M., Jemioło, P., Prokop-Dorner, A., Gotfryd, M., & Bała, M. (2020). Peer-to-peer online interventions for people with mental illnesses. Protocol.
• Jemioło, P., Storman, D., Moore, J. H., & Orzechowski, P. (2020). Diagnosing COVID-19 from Medical Images with Artificial Intelligence – An Umbrella Survey. Protocol.
• Jemioło, P., & Storman, D. (2020). Quality Assessment of Systematic Reviews (QASR). Tool.
• Jemioło, P., Giżycka, B., & Storman, D. (2020). Datasets for Emotion Elicitation in Automatic Affect Recognition Studies. Protocol.

Scientific theses

• Jemioło, P. (2018). Master's thesis. Development of methods and tools supporting the game development process using game design patterns.
  • Degree with honours.
  • Defense presentation.
• Jemioło, P. (2017). Engineer’s thesis. Testing Advanced Driver Assistance Systems camera with closed-loop hardware-in-the-loop methodology.
  • In cooperation with Delphi Corporation (Aptiv).
  • Defense presentation.

Co-promoted theses

Bachelor of Science

• Jakub Ficoń. (2020). Reinforcement learning in computer games.
• Mateusz Gujda. (2020). Design and implementation of a system enabling the finishing of a computer game.
• Bartosz Ociepka. (2020). Comparison of methods for automatic level generation in video games.
• Maciej Wilk. (2020). Comparison of models using facial photos to recognise affective states.
• Mateusz Ficek. (2020). Design and implementation of an application enabling the collection of data from wearable devices.
• Paweł Filiciak. (2020). Games of chance and Affective Computing.

Master of Science

• Adam Wróbel. (2021). Generating artworks based on natural language description and sample images.
• Mikołaj Jarosławski. (2021). Developing techniques to generate emotional stimuli.
• Krzysztof Świder (2020). Design and implementation of mobile game that analyses contextual information.