Pasi
Liljeberg
professori, terveysteknologia
Professor, Head of Department
Linkit
Julkaisut
Exploiting Approximation for Run-time Resource Management of Embedded HMPs (2025)
ACM Transactions in Embedded Computing Systems
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Multitask learning approach for PPG applications: Case studies on signal quality assessment and physiological parameters estimation (2025)
Computers in Biology and Medicine
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Multimodal Pain Recognition in Postoperative Patients: Machine Learning Approach (2025)
JMIR Formative Research
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Respiration Rate Estimation via Smartwatch-based Photoplethysmography and Accelerometer Data: A Transfer Learning Approach (2025)
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
ISCA: Intelligent Sense-Compute Adaptive Co-Optimization of Multimodal Machine Learning Kernels for Resilient mHealth Services on Wearables (2025)
IEEE Design and Test
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
SEAL: Sensing Efficient Active Learning on Wearables through Context-awareness (2024)
Design, Automation, and Test in Europe Conference and Exhibition, Proceedings : Design, Automation, and Test in Europe Conference and Exhibition
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)
Impact of Physical Activity on Quality of Life During Pregnancy: A Causal ML Approach (2024)
Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Annual International Conference of the IEEE Engineering in Medicine and Biology Society
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)
Robust CNN-based Respiration Rate Estimation for Smartwatch PPG and IMU (2024)
International Conference on Bioinformatics Research and Applications
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Attention-Based Explainable AI for Wearable Multivariate Data: A Case Study on Affect Status Prediction (2024)
IEEE International Conference on Body Sensor Networks, International Conference on Wearable and Implantable Body Sensor Networks
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)
EA2: Energy Efficient Adaptive Active Learning for Smart Wearables (2024)
International Symposium on Low Power Electronics and Desig
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)