Kati Pettersson

According to our database, Kati Pettersson authored at least 12 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Data-constrained personalization of cognitive state detection with feature-based and foundation models.

Jaakko Tervonen, Elvio Gilberto Amparore, Marco Botta, Johanna Närväinen, Kati Pettersson, Jani Mäntyjärvi

User Model. User Adapt. Interact., June, 2026

2025

Biosensing, Enhanced Senses and Experience Design for Augmented Humans.

Jonna Häkkilä, Jani Mäntyjärvi, Zhengya Gong, Heiko Müller, Kati Pettersson, Ashley Colley, Roope Raisamo, Kai Kunze, Albrecht Schmidt

Proceedings of the Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025

2024

Head-area sensing in virtual reality: future visions for visual perception and cognitive state estimation.

Kati Pettersson, Jaakko Tervonen, J. Heininen, Jani Mäntyjärvi

Frontiers Virtual Real., 2024

2023

Baseline User Calibration for Cold-Start Model Personalization in Mental State Estimation.

Jaakko Tervonen, Rajdeep Kumar Nath, Kati Pettersson, Johanna Närväinen, Jani Mäntyjärvi

Proceedings of the Pervasive Computing Technologies for Healthcare, 2023

Cold-Start Model Adaptation: Evaluation of Short Baseline Calibration.

Jaakko Tervonen, Rajdeep Kumar Nath, Kati Pettersson, Johanna Närväinen, Jani Mäntyjärvi

Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

Acute Stress Data-Based Fast Biometric System Using Contrastive Learning and Ultra-Short ECG Signal Segments.

Rajdeep Kumar Nath, Jaakko Tervonen, Johanna Närväinen, Kati Pettersson, Jani Mäntyjärvi

Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

Towards Self-Supervised Learning of ECG Signal Representation for the Classification of Acute Stress Types.

Rajdeep Kumar Nath, Jaakko Tervonen, Johanna Närväinen, Kati Pettersson, Jani Mäntyjärvi

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

Towards Multi-Functional ECG Smart System Based on a Client-Edge-Cloud Architecture.

Rajdeep Kumar Nath, Jaakko Tervonen, Johanna Närväinen, Kati Pettersson, Jani Mäntyjärvi

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

2021

In Search of Harmful Stress.

Jaakko Tervonen, Johanna Närväinen, Jani Mäntyjärvi, Kati Pettersson

Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

2020

Selecting Feature Sets and Comparing Classification Methods for Cognitive State Estimation.

Kati Pettersson, Jaakko Tervonen, Johanna Närväinen, Pentti Henttonen, Ilmari Määttänen, Jani Mäntyjärvi

Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019

Capturing attentional problems with smart eyewear.

Kati Pettersson, Kiti Müller, Laura Sokka, Satu Pakarinen

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

Promoting Soldier Cognitive Readiness for Battle Tank Operations Through Bio-signal Measurements.

Jari Laarni, Satu Pakarinen, Mika Bordi, Kari Kallinen, Johanna Närväinen, Helena Kortelainen, Kristian Lukander, Kati Pettersson, Jaakko Havola, Kai Pihlainen

Proceedings of the Advances in Neuroergonomics and Cognitive Engineering, 2019