Ella Peltonen

935 total citations
38 papers, 488 citations indexed

About

Ella Peltonen is a scholar working on Computer Networks and Communications, Electrical and Electronic Engineering and Computer Vision and Pattern Recognition. According to data from OpenAlex, Ella Peltonen has authored 38 papers receiving a total of 488 indexed citations (citations by other indexed papers that have themselves been cited), including 21 papers in Computer Networks and Communications, 16 papers in Electrical and Electronic Engineering and 6 papers in Computer Vision and Pattern Recognition. Recurrent topics in Ella Peltonen's work include IoT and Edge/Fog Computing (15 papers), Green IT and Sustainability (13 papers) and Mobile Crowdsensing and Crowdsourcing (5 papers). Ella Peltonen is often cited by papers focused on IoT and Edge/Fog Computing (15 papers), Green IT and Sustainability (13 papers) and Mobile Crowdsensing and Crowdsourcing (5 papers). Ella Peltonen collaborates with scholars based in Finland, United Kingdom and Germany. Ella Peltonen's co-authors include Eemil Lagerspetz, Lauri Lovén, Petteri Nurmi, Sasu Tarkoma, Jukka Riekki, Kennedy Opoku Asare, Denzil Ferreira, Julio Vega, Yannik Terhorst and Erkki Harjula and has published in prestigious journals such as PLoS ONE, IEEE Access and Sensors.

In The Last Decade

Ella Peltonen

32 papers receiving 475 citations

Peers

Ella Peltonen

CNC

EEE

ECP

Sofiane Hamrioui France

Lauri Lovén Finland

Abhinav Parate United States

Iva Bojić Singapore

Julián Ramos United States

Luis G. Jaimes United States

Franca Delmastro Italy

Yusuke Fukazawa Japan

Fehmi Ben Abdesslem Sweden

Ângelo Costa Portugal

Sofiane Hamrioui France

Ella Peltonen

187 ×1.0

CNC

96 ×0.7

EEE

48 ×0.6

50 ×0.7

ECP

98 ×1.6

Citations per year, relative to Ella Peltonen Ella Peltonen (= 1×) peers Sofiane Hamrioui

Countries citing papers authored by Ella Peltonen

Since Specialization

Citations

This map shows the geographic impact of Ella Peltonen's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Ella Peltonen with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ella Peltonen more than expected).

Fields of papers citing papers by Ella Peltonen

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ella Peltonen. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Ella Peltonen. The network helps show where Ella Peltonen may publish in the future.

Co-authorship network of co-authors of Ella Peltonen

This figure shows the co-authorship network connecting the top 25 collaborators of Ella Peltonen. A scholar is included among the top collaborators of Ella Peltonen based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Ella Peltonen. Ella Peltonen is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Peltonen, Ella, Suzan Bayhan, David Bermbach, et al.. (2025). Rethinking Computing Systems in the Era of Climate Crisis: A Call for a Sustainable Computing Continuum. IEEE Internet Computing. 29(2). 8–18.

Pirttikangas, Susanna, et al.. (2025). Generative AI for cyber threat intelligence: applications, challenges, and analysis of real-world case studies. Artificial Intelligence Review. 58(11). 4 indexed citations

Peltonen, Ella, et al.. (2024). The Second Round: Diverse Paths Towards Software Engineering. 29–36. 1 indexed citations

Mahmoodi, Alireza & Ella Peltonen. (2024). Kubernetes Task-Offloading Framework for Edge-Cloud Continuum in Vehicular Computing. 146–149.

Peltonen, Ella, et al.. (2023). LinkEdge: Open-sourced MLOps Integration with IoT Edge. University of Oulu Repository (University of Oulu). 67–76. 3 indexed citations

Peltonen, Ella, et al.. (2023). Autonomous Federated Learning for Distributed Intrusion Detection Systems in Public Networks. IEEE Access. 11. 121325–121339. 6 indexed citations

Peltonen, Ella, Nitinder Mohan, Tri Nguyen, et al.. (2023). Perspectives on Negative Research Results in Pervasive Computing. IEEE Pervasive Computing. 22(3). 63–72. 1 indexed citations

Peltonen, Ella, Ijaz Ahmad, Atakan Aral, et al.. (2022). The Many Faces of Edge Intelligence. IEEE Access. 10. 104769–104782. 22 indexed citations

Peltonen, Ella, et al.. (2022). The Impact of Smartphone Usage on Circadian Cycles: A Case Study with Wearable Ring. University of Oulu Repository (University of Oulu). 148–154.

10.

Asare, Kennedy Opoku, Yannik Terhorst, Julio Vega, et al.. (2021). Predicting Depression From Smartphone Behavioral Markers Using Machine Learning Methods, Hyperparameter Optimization, and Feature Importance Analysis: Exploratory Study. JMIR mhealth and uhealth. 9(7). e26540–e26540. 79 indexed citations

11.

Lovén, Lauri, et al.. (2021). EDISON: An Edge-Native Method and Architecture for Distributed Interpolation. Sensors. 21(7). 2279–2279. 8 indexed citations

12.

Lovén, Lauri, Ella Peltonen, Erkki Harjula, & Susanna Pirttikangas. (2021). Weathering the Reallocation Storm: Large-Scale Analysis of Edge Server Workload. University of Oulu Repository (University of Oulu). 317–322. 5 indexed citations

13.

Visuri, Aku, et al.. (2021). Exploring the effects of below-freezing temperatures on smartphone usage. Pervasive and Mobile Computing. 79. 101509–101509. 2 indexed citations

14.

Motlagh, Naser Hossein, Martha Arbayani Zaidan, Eemil Lagerspetz, et al.. (2021). Monitoring Social Distancing in Smart Spaces using Infrastructure-Based Sensors. Työväentutkimus Vuosikirja. 124–129. 8 indexed citations

15.

Peltonen, Ella, et al.. (2021). Towards Real-time Learning for Edge-Cloud Continuum with Vehicular Computing. KTH Publication Database DiVA (KTH Royal Institute of Technology). 921–926. 2 indexed citations

16.

Peltonen, Ella, et al.. (2020). When phones get personal: Predicting Big Five personality traits from application usage. Pervasive and Mobile Computing. 69. 101269–101269. 21 indexed citations

17.

Visuri, Aku, et al.. (2020). Understanding Smartwatch Battery Utilization in the Wild. Sensors. 20(13). 3784–3784. 10 indexed citations

18.

Sigg, Stephan, Eemil Lagerspetz, Ella Peltonen, Petteri Nurmi, & Sasu Tarkoma. (2019). Exploiting Usage to Predict Instantaneous App Popularity. ACM Transactions on the Web. 13(2). 1–25. 14 indexed citations

19.

Lovén, Lauri, Heikki Järvinen, Mikko J. Sillanpää, et al.. (2019). Mobile road weather sensor calibration by sensor fusion and linear mixed models. PLoS ONE. 14(2). e0211702–e0211702. 14 indexed citations

20.

Lagerspetz, Eemil, et al.. (2019). Hot or Not? Robust and Accurate Continuous Thermal Imaging on FLIR cameras. Työväentutkimus Vuosikirja. 1–9. 21 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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