Concepedia

Ella Peltonen

EP

Statistics

Publications

22

Citations

897

H-Index

16

Active since

2015

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 computing, mobile computing, and computer science.

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 · 148 citations · Full text

Nursing, Health Informatics, Psychiatry +17

6G White Paper on Edge Intelligence

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

Computing, Computer Science, Information Technology +17

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

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

Computing, Computer Science, Information Technology +14

Roadmap for edge AI

Aaron Yi Ding, Ella Peltonen, Tobias Meuser et al. · ACM SIGCOMM Computer Communication Review · 2022 · 61 citations · Full text

Computing, Computer Engineering, Computer Science +16

The hidden image of mobile apps

Ella Peltonen, Eemil Lagerspetz, Jonatan Hamberg et al. · 2018 · 48 citations · Full text

Computing, Demography, Information Technology +15

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