| 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 | 66 | 2019 |
| 6G white paper on edge intelligence E Peltonen, M Bennis, M Capobianco, M Debbah, A Ding, F Gil-Castiñeira, ... arXiv preprint arXiv:2004.14850, 2020 | 65 | 2020 |
| 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 | 45 | 2015 |
| 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 | 37 | 2018 |
| 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), 1-25, 2019 | 22 | 2019 |
| Constella: Crowdsourced system setting recommendations for mobile devices E Peltonen, E Lagerspetz, P Nurmi, S Tarkoma Pervasive and Mobile Computing 26, 71-90, 2016 | 21 | 2016 |
| White paper on 6G drivers and the UN SDGs M Matinmikko-Blue, S Aalto, MI Asghar, H Berndt, Y Chen, S Dixit, R Jurva, ... arXiv preprint arXiv:2004.14695, 2020 | 19 | 2020 |
| 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 | 17 | 2016 |
| 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 | 15 | 2020 |
| 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 | 14 | 2019 |
| When phones get personal: Predicting Big Five personality traits from application usage E Peltonen, P Sharmila, KO Asare, A Visuri, E Lagerspetz, D Ferreira Pervasive and Mobile Computing 69, 101269, 2020 | 12 | 2020 |
| 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 | 12 | 2019 |
| Scaling up an edge server deployment L Lovén, T Lähderanta, L Ruha, T Leppänen, E Peltonen, J Riekki, ... 2020 IEEE International Conference on Pervasive Computing and Communications …, 2020 | 11 | 2020 |
| Edge-based microservices architecture for Internet of Things: Mobility analysis case study T Leppanen, C Savaglio, L Lovén, T Jarvenpaa, R Ehsani, E Peltonen, ... 2019 IEEE Global Communications Conference (GLOBECOM), 1-7, 2019 | 10 | 2019 |
| 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 | 10 | 2016 |
| Predicting depression from smartphone behavioral markers using machine learning methods, hyperparameter optimization, and feature importance analysis: exploratory study KO Asare, Y Terhorst, J Vega, E Peltonen, E Lagerspetz, D Ferreira JMIR mHealth and uHealth 9 (7), e26540, 2021 | 8 | 2021 |
| Towards EDISON: An edge-native approach to distributed interpolation of environmental data L Lovén, E Peltonen, A Pandya, T Leppanen, E Gilman, S Pirttikangas, ... 2019 28th international conference on computer communication and networks …, 2019 | 7 | 2019 |
| Understanding smartwatch battery utilization in the wild M Homayounfar, A Malekijoo, A Visuri, C Dobbins, E Peltonen, E Pinsky, ... Sensors 20 (13), 3784, 2020 | 6 | 2020 |
| 6G white paper on edge intelligence. arXiv 2020 E Peltonen, M Bennis, M Capobianco, M Debbah, A Ding, F Gil-Castiñeira, ... arXiv preprint arXiv:2004.14850, 0 | 6 | |
| 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 | 5* | 2019 |
Sasu TarkomaProfessor of Computer Science, University of HelsinkiVerified email at helsinki.fi
