Ella Peltonen

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Lauri LovénPI, research team leader, University of OuluDirección de correo verificada de oulu.fi
Sasu TarkomaProfessor of Computer Science, University of HelsinkiDirección de correo verificada de helsinki.fi
Eemil LagerspetzPostdoctoral Researcher at Department of Computer Science, University of Helsinki (until 2021)Dirección de correo verificada de cs.helsinki.fi
Petteri NurmiProfessor of Computer Science, University of HelsinkiDirección de correo verificada de helsinki.fi
Teemu LeppänenOulu University of Applied Sciences, University of OuluDirección de correo verificada de oamk.fi
Jukka RiekkiProfessor, University of OuluDirección de correo verificada de oulu.fi
Aaron Yi DINGAssociate Professor, TU DelftDirección de correo verificada de tudelft.nl
Susanna PirttikangasSilo AI / AMD, University of OuluDirección de correo verificada de silo.ai
Erkki HarjulaAssistant professor, Centre for Wireless Communication, University of OuluDirección de correo verificada de oulu.fi
Michele CAPOBIANCODirección de correo verificada de capobianco.net
Felipe Gil-CastiñeiraatlanTTic Research center for Telecommunication Technologies. Universidade de Vigo.Dirección de correo verificada de gti.uvigo.es
Teemu KarvonenDirección de correo verificada de oulu.fi
Juha PartalaPostdoctoral researcher, University of OuluDirección de correo verificada de oulu.fi
Ekaterina GilmanResearcher, Center for Ubiquitous Computing, University of OuluDirección de correo verificada de oulu.fi
Pawani PorambageSenior Scientist (VTT Technical Research Centre Finland) and Docent (University of Oulu)Dirección de correo verificada de vtt.fi
Mika YlianttilaProfessor, University of OuluDirección de correo verificada de oulu.fi
Marko JurmuDr. Tech., Research Team Leader, VTT Technical Research Centre of Finland Ltd.Dirección de correo verificada de vtt.fi
Tommi MikkonenProfessor, University of Jyväskylä, FinlandDirección de correo verificada de jyu.fi
Stephan SiggAalto UniversityDirección de correo verificada de aalto.fi
Jonatan HambergUniversity of HelsinkiDirección de correo verificada de cs.helsinki.fi

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Ella Peltonen

Assistant Professor, University of Oulu, Finland

Dirección de correo verificada de oulu.fi - Página principal

Pervasive computing Sensing IoT Machine learning Data analytics


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	200	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	147*	2019
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	94	2021
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	71	2022
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	66	2018
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	55	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	52	2015
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	45	2020
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	44	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	40	2019
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	37	2019
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	31	2022
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	28	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	24	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	21	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	15	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	14	2016
Understanding smartwatch battery utilization in the wild M Homayounfar, A Malekijoo, A Visuri, C Dobbins, E Peltonen, E Pinsky, ... Sensors 20 (13), 3784, 2020	12	2020

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