Ella Peltonen

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