Ella Peltonen
TitleCited byYear
Energy Modeling of System Settings: A Crowdsourced Approach
E Peltonen, E Lagerspetz, P Nurmi, S Tarkoma
Pervasive Computing and Communications (PerCom), 2015 IEEE International …, 2015
252015
Constella: Crowdsourced system setting recommendations for mobile devices
E Peltonen, E Lagerspetz, P Nurmi, S Tarkoma
Pervasive and Mobile Computing 26, 71-90, 2016
122016
Where has my battery gone?: A novel crowdsourced solution for characterizing energy consumption
E Peltonen, E Lagerspetz, P Nurmi, S Tarkoma
IEEE Pervasive Computing 15 (1), 6-9, 2016
112016
The hidden image of mobile apps: geographic, demographic, and cultural factors in mobile usage
E Peltonen, E Lagerspetz, J Hamberg, A Mehrotra, M Musolesi, P Nurmi, ...
Proceedings of the 20th International Conference on Human-Computer …, 2018
72018
Exploiting usage to predict instantaneous app popularity: Trend filters and retention rates
S Sigg, E Lagerspetz, E Peltonen, P Nurmi, S Tarkoma
ACM Transactions on the Web (TWEB) 13 (2), 13, 2019
52019
Hot or not? robust and accurate continuous thermal imaging on flir cameras
T Malmivirta, J Hamberg, E Lagerspetz, X Li, E Peltonen, H Flores, ...
2019 IEEE International Conference on Pervasive Computing and Communications …, 2019
42019
Sovereignty of the Apps: There's more to Relevance than Downloads
S Sigg, E Lagerspetz, E Peltonen, P Nurmi, S Tarkoma
arXiv preprint arXiv:1611.10161, 2016
42016
EdgeAI: A Vision for Distributed, Edge-native Artificial Intelligence in Future 6G Networks
L Lauri LovéLovén, E Peltonen, T Leppänen, J Partala, E Harjula, ...
6G Wireless Summit, 2019
32019
Mobile road weather sensor calibration by sensor fusion and linear mixed models
L Lovén, V Karsisto, H Järvinen, MJ Sillanpää, T Leppänen, E Peltonen, ...
PloS one 14 (2), e0211702, 2019
32019
EdgeAI: Edge-native Distributed Platform for Artificial Intelligence
E Peltonen, T Leppänen, L Lovén
6G Wireless Summit, 2019
22019
Too Big to Mail: On the Way to Publish Large-scale Mobile Analytics Data
E Peltonen, E Lagerspetz, P Nurmi, S Tarkoma
Open Science in Big Data Workshop, IEEE Big Data 2016, 2016
22016
Towards EDISON: An edge-native approach to distributed interpolation of environmental data
L Loven, E Peltonen, A Pandya, T Leppanen, E Gilman, S Pirttikangas, ...
2019 28th International Conference on Computer Communication and Networks …, 2019
2019
Wrist-worn Wearable Sensors to Understand Insides of the Human Body: Data Quality and Quantity
P Siirtola, E Peltonen, H Koskimäki, H Mönttinen, J Röning, S Pirttikangas
The 5th ACM Workshop on Wearable Systems and Applications, 17-21, 2019
2019
EdgeAI: A Vision for Distributed Artificial Intelligence on the Edge
L Lovén, E Peltonen, T Leppänen, J Partala, E Harjula, P Porambage, ...
The 10th Nordic Workshop on System and Network Optimization for Wireless (SNOW), 2019
2019
EdgeAI: A Vision for Privacy-preserving Machine Learning on the Edge
E Peltonen, L Lovén
The 10th Nordic Workshop on System and Network Optimization for Wireless (SNOW), 2019
2019
Crowdsensed Mobile Data Analytics
E Peltonen
Helsingin yliopisto, 2018
2018
Iterative data analysis for sensing applications
E Peltonen
2015 IEEE International Conference on Pervasive Computing and Communication …, 2015
2015
An approach to Machine Learning with Big Data
E Peltonen
Helsingfors universitet, 2013
2013
Datan visualisointi pikseliperusteisilla menetelmillä
E Peltonen
2011
Edge-based Microservices Architecture for Internet of Things: Mobility Analysis Case Study
T Leppänen, C Savaglio, L Lovén, T Järvenpää, R Ehsani, E Peltonen, ...
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Articles 1–20