Concepedia

Ella Peltonen

EP

22

Publications

850

Citations

15

H-Index

2015

Active since

Affiliations

University of Oulu(Current)

University of Helsinki

Delft University of Technology

Lancaster University

University of Vienna

Ella Peltonen is an author at University of Oulu specializing in engineering, mobile computing, and data science.

Top concepts

EngineeringMobile ComputingData ScienceComputer ScienceInternet Of ThingsComputer EngineeringTechnologyEdge ComputingSmart CityHuman-computer Interaction

Publications per year

2015–2025

22

Publications

22

Predicting Depression From Smartphone Behavioral Markers Using Machine Learning Methods, Hyperparameter Optimization, and Feature Importance Analysis: Exploratory Study

Kennedy Opoku Asare, Yannik Terhorst, Julio Vega et al. · JMIR mhealth and uhealth · 2021 · 136 citations · Full text

6G White Paper on Edge Intelligence

Ella Peltonen, Mehdi Bennis, Michele Capobianco et al. · arXiv (Cornell University) · 2020 · 126 citations · Full text

Artificial Intelligence, Engineering, Edge Device +18

EdgeAI : a vision for distributed, edge-native artificial intelligence in future 6G networks

Lauri Lovén, Teemu Leppänen, Ella Peltonen et al. · 2019 · 99 citations

Edge Intelligence, Engineering, Edge Computing +9

Roadmap for edge AI

Aaron Yi Ding, Ella Peltonen, Tobias Meuser et al. · ACM SIGCOMM Computer Communication Review · 2022 · 58 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

The hidden image of mobile apps

Ella Peltonen, Eemil Lagerspetz, Jonatan Hamberg et al. · 2018 · 45 citations · Full text

Mobile Security, Engineering, Mobile Interaction +21

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