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)

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

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

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

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

Google Scholar

Ella Peltonen Skills & Research Interests

Ubiquitous computing

Sensing

Machine learning

Data analytics

Top articles of Ella Peltonen

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

2024/4/29

Ella Peltonen
Ella Peltonen

H-Index: 9

Burak Turhan
Burak Turhan

H-Index: 26

The Second Round: Diverse Paths Towards Software Engineering

arXiv preprint arXiv:2402.17306

2024/2/27

Ella Peltonen
Ella Peltonen

H-Index: 9

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

2024

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

2023/11/7

Vappu Schroderus
Vappu Schroderus

H-Index: 0

Ella Peltonen
Ella Peltonen

H-Index: 9

Autonomous federated learning for distributed intrusion detection systems in public networks

IEEE Access

2023/10/26

Ella Peltonen
Ella Peltonen

H-Index: 9

Panos Kostakos
Panos Kostakos

H-Index: 5

LinkEdge: Open-sourced MLOps Integration with IoT Edge

2023/10/17

Ella Peltonen
Ella Peltonen

H-Index: 9

Perspectives on Negative Research Results in Pervasive Computing

IEEE Pervasive Computing

2023/6/12

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

Frontiers in Computer Science

2022/12/21

Ella Peltonen
Ella Peltonen

H-Index: 9

A dark and stormy night: Reallocation storms in edge computing

EURASIP Journal on Wireless Communications and Networking

2022/9/15

Skadi: heterogeneous human-sensing system for automotive IoT

2022/6/20

Ella Peltonen
Ella Peltonen

H-Index: 9

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

2022/3/21

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

2022/1/1

Exploring the effects of below-freezing temperatures on smartphone usage

Pervasive and Mobile Computing

2022/1/1

Monitoring Social Distancing in Smart Spaces using Infrastructure-Based Sensors

2021/6/14

Challenges on Collecting Smartphone Data in Cold Environments

2021/9/21

Predicting depression from smartphone behavioral markers using machine learning methods, hyperparameter optimization, and feature importance analysis: exploratory study

JMIR mHealth and uHealth

2021/7/12

Design considerations for data daemons: Co-creating design futures to explore ethical personal data management

arXiv preprint arXiv:2106.14975

2021/6/28

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

2021/6/14

Ella Peltonen
Ella Peltonen

H-Index: 9

Arun Sojan
Arun Sojan

H-Index: 1

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

Co-Authors

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