Ella Peltonen

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Lauri LovénPostdoctoral Researcher, University of OuluVerified email at oulu.fi
Sasu TarkomaProfessor of Computer Science, University of HelsinkiVerified email at helsinki.fi
Eemil LagerspetzPostdoctoral Researcher at Department of Computer Science, University of Helsinki (until 2021)Verified email at cs.helsinki.fi
Petteri NurmiProfessor of Computer Science, University of HelsinkiVerified email at helsinki.fi
Teemu LeppänenOulu University of Applied Sciences, University of OuluVerified email at oamk.fi
Jukka RiekkiProfessor, University of OuluVerified email at oulu.fi
Aaron Yi DINGAssociate Professor, TU DelftVerified email at tudelft.nl
Susanna PirttikangasUniversity of Oulu, Silo.AIVerified email at oulu.fi
Erkki HarjulaAssistant professor, Centre for Wireless Communication, University of OuluVerified email at oulu.fi
Michele CAPOBIANCOVerified email at capobianco.net
Felipe Gil-CastiñeiraatlanTTic Research center for Telecommunication Technologies. Universidade de Vigo.Verified email at gti.uvigo.es
Teemu KarvonenVerified email at oulu.fi
Pawani PorambageSenior Scientist (VTT Technical Research Centre Finland) and Docent (University of Oulu)Verified email at vtt.fi
Juha PartalaPostdoctoral researcher, University of OuluVerified email at oulu.fi
Mika YlianttilaTietoliikennetekniikan professori, Oulun yliopistoVerified email at oulu.fi
Ekaterina GilmanResearcher, Center for Ubiquitous Computing, University of OuluVerified email at oulu.fi
Jonatan HambergUniversity of HelsinkiVerified email at cs.helsinki.fi
Marko JurmuDr. Tech., Research Team Leader, VTT Technical Research Centre of Finland Ltd.Verified email at vtt.fi
Tommi MikkonenProfessor, University of Jyväskylä, FinlandVerified email at jyu.fi
Aku VisuriDoctoral Researcher, University of Oulu, Center for Ubiquitous ComputingVerified email at oulu.fi

Ella Peltonen

Assistant Professor, University of Oulu, Finland

Verified email at oulu.fi - Homepage

Ubiquitous computing Sensing Machine learning Data analytics


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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	144	2020
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	110*	2019
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	52	2018
Predicting depression from smartphone behavioral markers using machine learning methods, hyperparameter optimization, and feature importance analysis: exploratory study K Opoku Asare, Y Terhorst, J Vega, E Peltonen, E Lagerspetz, D Ferreira JMIR mHealth and uHealth 9 (7), e26540, 2021	48	2021
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	48	2015
Roadmap for edge ai: A dagstuhl perspective AY Ding, E Peltonen, T Meuser, A Aral, C Becker, S Dustdar, T Hiessl, ... ACM SIGCOMM Computer Communication Review 52 (1), 28-33, 2022	36	2022
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	33	2020
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	33	2020
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	32	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	31	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	31	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	21	2020
Constella: Crowdsourced system setting recommendations for mobile devices E Peltonen, E Lagerspetz, P Nurmi, S Tarkoma Pervasive and Mobile Computing 26, 71-90, 2016	20	2016
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	18	2019
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	17	2019
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	16	2016
Monitoring social distancing in smart spaces using infrastructure-based sensors NH Motlagh, P Toivonen, MA Zaidan, E Lagerspetz, E Peltonen, E Gilman, ... 2021 IEEE 7th World Forum on Internet of Things (WF-IoT), 124-129, 2021	12	2021
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	12	2016
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	10
EDISON: An edge-native method and architecture for distributed interpolation L Lovén, T Lähderanta, L Ruha, E Peltonen, I Launonen, MJ Sillanpää, ... Sensors 21 (7), 2279, 2021	9	2021

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