Ella Peltonen

Ella Peltonen

Oulun yliopisto

H-index: 16

Europe-Finland

About Ella Peltonen

Ella Peltonen, With an exceptional h-index of 16 and a recent h-index of 15 (since 2020), a distinguished researcher at Oulun yliopisto, specializes in the field of Ubiquitous computing, Sensing, Machine learning, Data analytics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Markku’s software, systems and services: professor Markku Oivo’s celebration book

The Second Round: Diverse Paths Towards Software Engineering

Edge-AI: Identifying Key Enablers in Edge Intelligence (Dagstuhl Seminar 23432)

Autonomous federated learning for distributed intrusion detection systems in public networks

LinkEdge: Open-sourced MLOps Integration with IoT Edge

Perspectives on Negative Research Results in Pervasive Computing

Left or right? Detecting driver's head movement on the road

Exploring the effects of below-freezing temperatures on smartphone usage

Ella Peltonen Information

University

Position

Finland

Citations(all)

899

Citations(since 2020)

842

Cited By

244

hIndex(all)

16

hIndex(since 2020)

15

i10Index(all)

20

i10Index(since 2020)

19

Email

University Profile Page

Oulun yliopisto

Google Scholar

View Google Scholar Profile

Ella Peltonen Skills & Research Interests

Ubiquitous computing

Sensing

Machine learning

Data analytics

Top articles of Ella Peltonen

Title

Journal

Author(s)

Publication Date

Markku’s software, systems and services: professor Markku Oivo’s celebration book

Ella Peltonen

Burak Turhan

Tero Päivärinta

2024/4/29

The Second Round: Diverse Paths Towards Software Engineering

arXiv preprint arXiv:2402.17306

Sonja Hyrynsalmi

Ella Peltonen

Fanny Vainionpää

Sami Hyrynsalmi

2024/2/27

Edge-AI: Identifying Key Enablers in Edge Intelligence (Dagstuhl Seminar 23432)

Aaron Ding

Eyal de Lara

Schahram Dustdar

Ella Peltonen

Tobias Meuser

2024

Autonomous federated learning for distributed intrusion detection systems in public networks

IEEE Access

Alireza Bakhshi Zadi Mahmoodi

Saeid Sheikhi

Ella Peltonen

Panos Kostakos

2023/10/26

LinkEdge: Open-sourced MLOps Integration with IoT Edge

Ella Peltonen

Savidu Dias

2023/10/17

Perspectives on Negative Research Results in Pervasive Computing

IEEE Pervasive Computing

Ella Peltonen

Nitinder Mohan

Peter Zdankin

Tanya Shreedhar

Tri Nguyen

...

2023/6/12

Left or right? Detecting driver's head movement on the road

Leyla Shojaeifard

Adnanul Islam

Hassan Shaheen

Vappu Schroderus

Ella Peltonen

2023/11/7

Exploring the effects of below-freezing temperatures on smartphone usage

Pervasive and Mobile Computing

Aku Visuri

Jonatan Hamberg

Ella Peltonen

2022/1/1

A dark and stormy night: Reallocation storms in edge computing

EURASIP Journal on Wireless Communications and Networking

Lauri Lovén

Ella Peltonen

Leena Ruha

Erkki Harjula

Susanna Pirttikangas

2022/9/15

Skadi: heterogeneous human-sensing system for automotive IoT

Dennis Neumann

Ella Peltonen

2022/6/20

The impact of smartphone usage on circadian cycles: A case study with wearable ring

Ella Peltonen

Parsa Sharmila

Elina Kuosmanen

Heli Koskimäki

Aku Visuri

2022/3/21

Roadmap for edge ai: A dagstuhl perspective

Aaron Yi Ding

Ella Peltonen

Tobias Meuser

Atakan Aral

Christian Becker

...

2022/3/1

The role of gender in the International Conference on Pervasive Computing and Communications

Frontiers in Computer Science

Ella Peltonen

2022/12/21

EmotionAware 2022: Sixth International Workshop on Emotion Awareness for Pervasive Computing Beyond Traditional Approaches-Welcome and Committees: Welcome Message

2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2022

Klaus David

Chelsea Dobbins

Tadashi Okoshi

Sandra Ohly

Ella Peltonen

2022/1/1

The many faces of edge intelligence

IEEE Access

Ella Peltonen

Ijaz Ahmad

Atakan Aral

Michele Capobianco

Aaron Yi Ding

...

2022/9/28

Towards real-time learning for edge-cloud continuum with vehicular computing

Ella Peltonen

Arun Sojan

Tero Päivärinta

2021/6/14

Monitoring Social Distancing in Smart Spaces using Infrastructure-Based Sensors

Naser Hossein Motlagh

Pupu Toivonen

Martha Arbayani Zaidan

Eemil Lagerspetz

Ella Peltonen

...

2021/6/14

Weathering the reallocation storm: Large-scale analysis of edge server workload

Lauri Lovén

Ella Peltonen

Erkki Harjula

Susanna Pirttikangas

2021/6/8

EDISON: An edge-native method and architecture for distributed interpolation

Sensors

Lauri Lovén

Tero Lähderanta

Leena Ruha

Ella Peltonen

Ilkka Launonen

...

2021/3/24

Challenges on Collecting Smartphone Data in Cold Environments

Ella Peltonen

Vappu Schroderus

Parsa Sharmila

2021/9/21

See List of Professors in Ella Peltonen University(Oulun yliopisto)

Co-Authors

H-index: 54
Mika Ylianttila

Mika Ylianttila

Oulun yliopisto

H-index: 51
Sasu Tarkoma

Sasu Tarkoma

Helsingin yliopisto

H-index: 42
Tommi Mikkonen

Tommi Mikkonen

Helsingin yliopisto

H-index: 37
Jukka Riekki

Jukka Riekki

Oulun yliopisto

H-index: 33
Petteri Nurmi

Petteri Nurmi

Helsingin yliopisto

H-index: 26
Erkki Harjula

Erkki Harjula

Oulun yliopisto

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