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Susanna Pirttikangas
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Feature selection and activity recognition from wearable sensors
S Pirttikangas, K Fujinami, T Nakajima
Ubiquitous Computing Systems: Third International Symposium, UCS 2006, Seoul …, 2006
3142006
Distributed road surface condition monitoring using mobile phones
M Perttunen, O Mazhelis, F Cong, M Kauppila, T Leppänen, J Kantola, ...
Ubiquitous Intelligence and Computing: 8th International Conference, UIC …, 2011
2172011
Privacy-aware blockchain innovation for 6G: Challenges and opportunities
T Nguyen, N Tran, L Loven, J Partala, MT Kechadi, S Pirttikangas
2020 2nd 6G Wireless Summit (6G SUMMIT), 1-5, 2020
982020
Personalised assistance for fuel-efficient driving
E Gilman, A Keskinarkaus, S Tamminen, S Pirttikangas, J Röning, ...
Transportation Research Part C: Emerging Technologies 58, 681-705, 2015
962015
Low latency analytics for streaming traffic data with Apache Spark
AI Maarala, M Rautiainen, M Salmi, S Pirttikangas, J Riekki
2015 IEEE International Conference on Big Data (Big Data), 2855-2858, 2015
712015
Non-interactive zero-knowledge for blockchain: A survey
J Partala, TH Nguyen, S Pirttikangas
IEEE Access 8, 227945-227961, 2020
602020
Discriminative temporal smoothing for activity recognition from wearable sensors
J Suutala, S Pirttikangas, J Röning
Ubiquitous Computing Systems: 4th International Symposium, UCS 2007, Tokyo …, 2007
582007
Concept drift adaptation techniques in distributed environment for real-world data streams
H Mehmood, P Kostakos, M Cortes, T Anagnostopoulos, S Pirttikangas, ...
Smart Cities 4 (1), 349-371, 2021
542021
Blockchain-based mobility-as-a-service
TH Nguyen, J Partala, S Pirttikangas
2019 28th international conference on computer communication and networks …, 2019
512019
Internet of things for smart spaces: A university campus case study
E Gilman, S Tamminen, R Yasmin, E Ristimella, E Peltonen, M Harju, ...
Sensors 20 (13), 3716, 2020
422020
Footstep identification from pressure signals using Hidden Markov Models
S Pirttikangas, J Suutala, J Riekki, J Röning
Proc. Finnish Signal Processing Symposium (FINSIG’03), 124-128, 2003
422003
A survey on federated learning and its applications for accelerating industrial internet of things
J Zhou, S Zhang, Q Lu, W Dai, M Chen, X Liu, S Pirttikangas, Y Shi, ...
arXiv preprint arXiv:2104.10501, 2021
412021
6G white paper on validation and trials for verticals towards 2030’s
A Pouttu
University of Oulu, 2020
352020
Reject-optional LVQ-based two-level classifier to improve reliability in footstep identification
J Suutala, S Pirttikangas, J Riekki, J Röning
Pervasive Computing: Second International Conference, PERVASIVE 2004, Linz …, 2004
352004
Askus: Amplifying Mobile Actions
S Konomi, N Thepvilojanapong, R Suzuki, S Pirttikangas, K Sezaki, ...
Pervasive Computing: 7th International Conference, Pervasive 2009, Nara …, 2009
272009
Continuous travel time prediction for transit signal priority based on a deep network
X Gang, W Kang, F Wang, F Zhu, Y Lv, X Dong, J Riekki, S Pirttikangas
2015 IEEE 18th International Conference on Intelligent Transportation …, 2015
262015
Learning vector quantization in footstep identification
S Pirttikangas, J Suutala, J Riekki, J Röning
Proc. 3rd IASTED International Conference on Artificial Intelligence and …, 2003
262003
Accelerometer based gestural control of browser applications
M Kauppila, S Pirttikangas, X Su, J Riekki
International Workshop on Real Field Identification (RFId2007), Tokyo, Japan …, 2007
252007
Stressnas: Affect state and stress detection using neural architecture search
L Huynh, T Nguyen, T Nguyen, S Pirttikangas, P Siirtola
Adjunct Proceedings of the 2021 ACM International Joint Conference on …, 2021
232021
The many faces of edge intelligence
E Peltonen, I Ahmad, A Aral, M Capobianco, AY Ding, F Gil-Castineira, ...
IEEE Access 10, 104769-104782, 2022
222022
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Articles 1–20