Personal information

Mobile computing, Energy efficiency, Big data, Large-scale data analysis
Finland

Activities

Employment (2)

University of Helsinki: Helsinki, FI

2015-01-01 to present | Postdoctoral Researcher (Department of Computer Science)
Employment
Source: Self-asserted source
Eemil Lagerspetz

University of Helsinki: Helsinki, FI

2024-11-23
Employment
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University of Helsinki

Education and qualifications (2)

University of Helsinki: Helsinki, FI

2024-11-23
Education
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University of Helsinki

University of Helsinki: Helsinki, FI

2009-11-24 to 2014-11-24 | PhD (Computer Science)
Education
Source: Self-asserted source
Eemil Lagerspetz

Works (50 of 59)

Items per page:
Page 1 of 2

Toward Blue Skies: City-Scale Air Pollution Monitoring using UAVs

IEEE consumer electronics magazine
2023-01-01 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85128631925

WOSUID:

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Contributors: Naser Hossein Motlagh; Matti Irjala; Agustin Zuniga; Eemil Lagerspetz; Valtteri Rantala; Huber Flores; Petteri Nurmi; Sasu Tarkoma
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University of Helsinki

Evaluation of Low-Cost Air Quality Sensor Calibration Models

ACM transactions on sensor networks
2022-12-22 | Journal article | Author
SOURCE-WORK-ID:

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WOSUID:

000952055000024

Contributors: Kasimir Aula; Eemil Lagerspetz; Petteri Nurmi; Sasu Tarkoma
Source: check_circle
University of Helsinki

The Impact of Covid-19 on Smartphone Usage

IEEE internet of things journal
2021-12-01 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85104678631

WOSUID:

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Contributors: Tong Li; Mingyang Zhang; Yong Li; Eemil Lagerspetz; Sasu Tarkoma; Pan Hui
Source: check_circle
University of Helsinki

Monitoring Social Distancing in Smart Spaces using Infrastructure-Based Sensors

IEEE 7th World Forum on Internet of Things (WF-IoT 2021)
2021-11-09 | Conference paper | Author
SOURCE-WORK-ID:

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Part of ISBN: 978-1-6654-4431-6
Part of ISBN: 978-1-6654-4432-3
Contributors: Naser Hossein Motlagh; Pupu Toivonen; Martha Arbayani Zaidan; Eemil Lagerspetz; Ella Peltonen; Ekaterina Gilman; Petteri Nurmi; Sasu Tarkoma
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University of Helsinki

Transit Pollution Exposure Monitoring using Low-Cost Wearable Sensors

Transportation Research. Part D: Transport & Environment
2021-09 | Journal article | Author
SOURCE-WORK-ID:

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WOSUID:

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EID:

2-s2.0-85111972990

Contributors: Naser Hossein Motlagh; Martha Arbayani Zaidan; Pak Lun Fung; Eemil Lagerspetz; Juho Kasimir Aula; Samu Karel Luca Varjonen; Matti Siekkinen; Andrew Rebeiro-Hargrave; Tuukka Petäjä; Yutaka Matsumi et al.
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University of Helsinki

Predicting Depression From Smartphone Behavioral Markers Using Machine Learning Methods, Hyperparameter Optimization, and Feature Importance Analysis

JMIR mhealth and uhealth
2021-07 | Journal article | Author
SOURCE-WORK-ID:

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WOSUID:

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Contributors: Kennedy Opoku Asare; Yannik Terhorst; Julio Vega; Ella Peltonen; Eemil Lagerspetz; Denzil Ferreira
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University of Helsinki

Privacy-preserving data sharing via probabilistic modeling

Patterns
2021-07-09 | Journal article | Author
SOURCE-WORK-ID:

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WOSUID:

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Contributors: Joonas Jalko; Eemil Lagerspetz; Jari Kalevi Haukka; Sasu Tarkoma; Antti Honkela; Samuel Kaski
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University of Helsinki

Low-Cost Outdoor Air Quality Monitoring and Sensor Calibration: A Survey and Critical Analysis

ACM transactions on sensor networks
2021-05-28 | Journal article | Author
SOURCE-WORK-ID:

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WOSUID:

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Contributors: Francesco Concas; Julien Mineraud; Eemil Lagerspetz; Samu Karel Luca Varjonen; Xiaoli Liu; Kai Puolamäki; Petteri Nurmi; Sasu Tarkoma
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University of Helsinki

Demographics of mobile app usage: long-term analysis of mobile app usage

CCF Transactions on Pervasive Computing and Interaction
2021-04 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85107936175

WOSUID:

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Contributors: Zhen Tu; Hancheng Cao; Eemil Lagerspetz; Yali Fan; Huber Flores; Sasu Tarkoma; Petteri Nurmi; Yong Li
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University of Helsinki

The Mobility Laws of Location-Based Games

EPJ Data Science
2021-02-15 | Journal article | Author
SOURCE-WORK-ID:

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WOSUID:

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Contributors: Leonardo Tonetto; Eemil Lagerspetz; Aaron Yi Ding; Jörg Ott; Sasu Tarkoma; Petteri Nurmi
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University of Helsinki

Towards understanding smartphone usage and sleep with a crowdsensing approach

UbiComp-ISWC '20
2020 | Conference paper | Author
SOURCE-WORK-ID:

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WOSUID:

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Part of ISBN: 978-1-4503-8076-8
Contributors: Parsa Sharmila; Vappu Schroderus; Eemil Lagerspetz; Ella Peltonen
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University of Helsinki

When phones get personal

Pervasive and Mobile Computing
2020-11 | Journal article | Author
SOURCE-WORK-ID:

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WOSUID:

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Contributors: Ella Peltonen; Parsa Sharmila; Kennedy Opoku Asare; Aku Visuri; Eemil Lagerspetz; Denzil Ferreira
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University of Helsinki

MegaSense: Cyber-Physical System for Real-time Urban Air Quality Monitoring

15th IEEE Conference on Industrial Electronics and Applications (ICIEA2020)
2020-11-09 | Conference paper | Author
SOURCE-WORK-ID:

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WOSUID:

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Part of ISBN: 978-1-7281-5169-4
Contributors: Andrew Rebeiro-Hargrave; Naser Hossein Motlagh; Samu Karel Luca Varjonen; Eemil Lagerspetz; Petteri Nurmi; Sasu Tarkoma
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University of Helsinki

GeoMatch: Efficient Large-Scale Map Matching on Apache Spark

ACM/IMS transactions on data science
2020-09 | Journal article | Author
SOURCE-WORK-ID:

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Contributors: Ayman Zeidan; Eemil Lagerspetz; Kai Zhao; Petteri Nurmi; Sasu Tarkoma; Huy Vo
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University of Helsinki

Human Data Model: Improving Programmability of Health and Well-Being Data for Enhanced Perception and Interaction

ACM Transactions on Computing for Healthcare
2020-09 | Journal article | Author
SOURCE-WORK-ID:

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Contributors: Niko Mäkitalo; Daniel Flores-Martin; Huber Flores; Eemil Lagerspetz; Francois Michel Christophe; Petri Ihantola; Masiar Babazadeh; Pan Hui; Juan Manuel Murillo; Sasu Tarkoma et al.
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University of Helsinki

Toward Massive Scale Air Quality Monitoring

IEEE Communications Magazine
2020-02 | Journal article | Author
SOURCE-WORK-ID:

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WOSUID:

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Contributors: Naser Hossein Motlagh; Eemil Lagerspetz; Petteri Nurmi; Xin Li; Samu Karel Luca Varjonen; Julien Mineraud; Matti Siekkinen; Andrew Rebeiro-Hargrave; Tareq Hussein; Tuukka Petäjä et al.
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University of Helsinki

Evaluating Energy-Efficiency using Thermal Imaging

HotMobile '19: Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications
2019 | Conference paper | Author
SOURCE-WORK-ID:

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WOSUID:

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Part of ISBN: 978-1-4503-6273-3
Contributors: Huber Flores; Jonatan Hamberg; Xin Li; Titti Malmivirta; Agustin Zuniga; Eemil Lagerspetz; Petteri Nurmi
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University of Helsinki

GeoMatch

Proceedings of the 2018 IEEE International Conference on Big Data
2019 | Conference paper | Author
SOURCE-WORK-ID:

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WOSUID:

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EID:

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Part of ISBN: 978-1-5386-5035-6
Contributors: Ayman Zeidan; Eemil Lagerspetz; Kai Zhao; Petteri Nurmi; Sasu Tarkoma; Huy Vo
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University of Helsinki

Hot or Not? Robust and Accurate Continuous Thermal Imaging on FLIR cameras

2019 IEEE International Conference on Pervasive Computing and Communications (PerCom)
2019 | Conference paper | Author
SOURCE-WORK-ID:

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WOSUID:

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Part of ISBN: 978-1-5386-9148-9
Contributors: Titti Malmivirta; Jonatan Hamberg; Eemil Lagerspetz; Xin Li; Ella Peltonen; Huber Flores; Petteri Nurmi
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University of Helsinki

Indoor Air Quality Monitoring Using Infrastructure-Based Motion Detectors

Proceedings
2019 | Conference paper | Author
SOURCE-WORK-ID:

d8a52c50-7f55-4ef3-b438-8bdb79844c31

WOSUID:

000529510400133

Part of ISBN: 978-1-7281-2927-3
Contributors: Naser Hossein Motlagh; Martha Arbayani Zaidan; Eemil Lagerspetz; Samu Karel Luca Varjonen; Juhani Toivonen; Julien Mineraud; Andrew Rebeiro-Hargrave; Matti Siekkinen; Tareq Hussein; Petteri Nurmi et al.
Source: check_circle
University of Helsinki

MegaSense

Proceedings
2019 | Conference paper | Author
SOURCE-WORK-ID:

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WOSUID:

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Part of ISBN: 978-1-7281-2927-3
Contributors: Eemil Lagerspetz; Naser Hossein Motlagh; Martha Arbayani Zaidan; Pak Lun Fung; Julien Mineraud; Samu Karel Luca Varjonen; Matti Siekkinen; Petteri Nurmi; Yutaka Matsumi; Sasu Tarkoma et al.
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University of Helsinki

Tortoise or Hare?

Proceedings of the 2019 World Wide Web Conference (WWW ’19)
2019 | Conference paper | Author
SOURCE-WORK-ID:

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WOSUID:

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Part of ISBN: 978-1-4503-6674-8
Contributors: Agustin Zuniga ; Huber Flores; Eemil Lagerspetz; Sasu Tarkoma; Jukka Manner; Pan Hui; Petteri Nurmi
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University of Helsinki

Pervasive Data Science on the Edge

IEEE Pervasive Computing
2019-11-28 | Journal article | Author
SOURCE-WORK-ID:

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WOSUID:

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Contributors: Eemil Lagerspetz; Jonatan Hamberg; Xin Li; Huber Flores; Petteri Nurmi; Nigel Davies; Sumi Helal
Source: check_circle
University of Helsinki

Estimating Energy Footprint using Thermal Imaging

GetMobile : Mobile Computing and Communications
2019-09 | Journal article | Author
SOURCE-WORK-ID:

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WOSUID:

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Contributors: Huber Flores; Jonatan Hamberg; Xin Li; Titti Malmivirta; Agustin Zuniga; Eemil Lagerspetz; Petteri Nurmi
Source: check_circle
University of Helsinki

Exploiting Usage to Predict Instantaneous App Popularity

ACM Transactions on the Web
2019-04 | Journal article | Author
SOURCE-WORK-ID:

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WOSUID:

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Contributors: Stephan Sigg; Eemil Lagerspetz; Ella Peltonen; Petteri Nurmi; Sasu Tarkoma
Source: check_circle
University of Helsinki

Demo

2018 IEEE/ACM Symposium on Edge Computing {SEC 2018)
2018 | Conference paper | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85060253275

WOSUID:

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Part of ISBN: 978-1-5386-9445-9
Part of ISBN: 978-1-5386-9446-6
Contributors: Lirim Osmani; Ashwin Rao; Samu Karel Luca Varjonen; Eemil Lagerspetz; Hannu Flinck; Sasu Tarkoma
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University of Helsinki

MegaSense

MobiCom '18 Proceedings of the 24th Annual International Conference on Mobile Computing and Networking
2018 | Conference paper | Author
SOURCE-WORK-ID:

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EID:

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WOSUID:

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Part of ISBN: 978-1-4503-5903-0
Contributors: Eemil Lagerspetz; Samu Karel Luca Varjonen; Francesco Concas; Julien Mineraud; Sasu Tarkoma
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University of Helsinki

Pervasive Communities in the Internet of People

2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018
2018 | Conference paper | Author
SOURCE-WORK-ID:

ee7fd7b0-b19b-4686-b3bf-43d771581548

EID:

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Part of ISBN: 978-1-5386-3227-7
Contributors: Eemil Lagerspetz; Huber Flores; Niko Mäkitalo; Pan Hui; Petteri Nurmi; Sasu Tarkoma; Andrea Passarella; Jörg Ott; Peter Reichl; Marco Conti et al.
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University of Helsinki

The hidden image of mobile apps

MobileHCI '18 Proceedings of the 20th International Conference on Human-Computer Interaction with Mobile Devices and Services
2018 | Conference paper | Author
SOURCE-WORK-ID:

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EID:

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WOSUID:

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Part of ISBN: 978-1-4503-5898-9
Contributors: Ella Emilia Peltonen; Eemil Lagerspetz; Jonatan Hamberg; Abhinav Mehrotra; Mirco Musolesi; Petteri Nurmi; Sasu Arimo Olavi Tarkoma
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University of Helsinki

Evidence-Aware Mobile Computational Offloading

IEEE Transactions on Mobile Computing
2018-08-01 | Journal article | Author
SOURCE-WORK-ID:

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EID:

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WOSUID:

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Contributors: Huber Flores; Pan Hui; Petteri Nurmi; Eemil Lagerspetz; Sasu Tarkoma; Jukka Manner; Vassilis Kostakos; Yong Li; Xiang Su
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University of Helsinki

Differentially private Bayesian learning on distributed data

Advances in Neural Information Processing Systems 30 (NIPS 2017)
2017 | Conference paper | Author
SOURCE-WORK-ID:

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WOSUID:

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EID:

2-s2.0-85047010172

Contributors: Mikko A. Heikkilä; Eemil Lagerspetz; Samuel Kaski; Kana Shimizu; Sasu Tarkoma; Antti Honkela
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University of Helsinki

Modeling Mobile Code Acceleration in the Cloud

2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS 2017)
2017 | Conference paper | Author
SOURCE-WORK-ID:

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EID:

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WOSUID:

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Part of ISBN: 978-1-5386-1791-5
Contributors: Huber Flores; Xiang Su; Vassilis Kostakos; Jukka Riekki; Eemil Lagerspetz; Sasu Tarkoma; Pan Hui; Yong Li; Jukka Manner
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University of Helsinki

Too Big to Mail: On the Way to Publish Large-scale Mobile Analytics Data

Proceedings of 2016 IEEE International Conference on Big Data
2016 | Conference paper | Author
SOURCE-WORK-ID:

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EID:

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WOSUID:

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Part of ISBN: 978-1-4673-9005-7
Contributors: Ella Emilia Peltonen; Eemil Lagerspetz; Petteri Nurmi; Sasu Tarkoma
Source: check_circle
University of Helsinki

Constella

Pervasive and Mobile Computing
2016-02 | Journal article | Author
SOURCE-WORK-ID:

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EID:

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WOSUID:

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Contributors: Ella Emilia Peltonen; Eemil Lagerspetz; Petteri Nurmi; Sasu Tarkoma
Source: check_circle
University of Helsinki

Where Has My Battery Gone?

IEEE Pervasive Computing
2016-01-12 | Journal article | Author
SOURCE-WORK-ID:

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EID:

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WOSUID:

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Contributors: Ella Emilia Peltonen; Eemil Lagerspetz; Petteri Nurmi; Sasu Arimo Olavi Tarkoma
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University of Helsinki

Poster: VPN Tunnels for Energy Efficient Multimedia Streaming

Proceedings of the 21st Annual International Conference on Mobile Computing and Networking
2015-09 | Conference paper | Author
SOURCE-WORK-ID:

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EID:

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Part of ISBN: 978-1-4503-3619-2
Contributors: Mohammad Ashraful Hoque; Kasperi Saarikoski; Eemil Lagerspetz; Julien Vincent Mineraud; Sasu Arimo Olavi Tarkoma
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University of Helsinki

Energy Modeling of System Settings

Pervasive Computing and Communications (PerCom), 2015 IEEE International Conference
2015-03-23 | Conference paper | Author
SOURCE-WORK-ID:

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EID:

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WOSUID:

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Part of ISBN: 978-1-4799-8033-8
Contributors: Ella Emilia Peltonen; Eemil Lagerspetz; Petteri Nurmi; Sasu Tarkoma
Source: check_circle
University of Helsinki

Collaborative Mobile Energy Awareness

Series of Publications A
2014 | Dissertation/Thesis | Author
SOURCE-WORK-ID:

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Contributors: Eemil Lagerspetz
Source: check_circle
University of Helsinki

How Carat Affects User Behavior

CHI '14
2014 | Conference paper | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-84900423047

Part of ISBN: 978-1-4503-2473-1
Contributors: Kumaripaba Athukorala; Eemil Lagerspetz; Maria von Kugelgen; Antti Jylhä; Adam J. Oliner; Sasu Tarkoma; Giulio Jacucci
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University of Helsinki

MDoctor: A Mobile Malware Prognosis Application

2014 IEEE 34th International Conference on Distributed Computing Systems Workshops (ICDCSW)
2014 | Conference paper | Author
SOURCE-WORK-ID:

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WOSUID:

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EID:

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Part of ISBN: 978-1-4799-4182-7
Contributors: Eemil Lagerspetz; Hien Thi Thu Truong; Sasu Tarkoma; N. Asokan
Source: check_circle
University of Helsinki

The Company You Keep

WWW '14
2014 | Conference paper | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-84907413882

Part of ISBN: 978-1-4503-2744-2
Contributors: Hien Thi Thu Truong; Eemil Lagerspetz; Petteri Nurmi; Adam J. Oliner; Sasu Tarkoma; N. Asokan; Sourav Bhattacharya
Source: check_circle
University of Helsinki

Smartphone energy consumption

2014-09 | Book | Author
SOURCE-WORK-ID:

ee5751bb-2164-4c74-9d0e-581738674c62

Contributors: Sasu Tarkoma; Matti Siekkinen; Eemil Lagerspetz; Yu Xiao
Source: check_circle
University of Helsinki

The Company You Keep

2013-12-11 | Report | Author
SOURCE-WORK-ID:

59d2f45e-0109-4aa3-baea-6b09a0d95f04

Contributors: Hien Thi Thu Truong; Eemil Lagerspetz; Petteri Nurmi; Adam J. Oliner; Sasu Tarkoma; N. Asokan; Sourav Bhattacharya
Source: check_circle
University of Helsinki

Carat: Collaborative Energy Diagnosis for Mobile Devices

SenSys '13
2013-11-16 | Conference paper | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-84905676511

Part of ISBN: 978-1-4503-2027-6
Contributors: Adam J. Oliner; Anand P. Iyer; Ion Stoica; Eemil Lagerspetz; Sasu Tarkoma
Source: check_circle
University of Helsinki

Collaborative energy debugging for mobile devices

HotDep'12 Proceedings of the Eighth USENIX conference on Hot Topics in System Dependability
2012 | Conference paper | Author
SOURCE-WORK-ID:

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Contributors: Adam J. Oliner; Anand Iyer; Eemil Lagerspetz; Sasu Tarkoma; Ion Stoica
Source: check_circle
University of Helsinki

Energy-aware keyword search on mobile phones

MCC '12 Proceedings of the first edition of the MCC workshop on Mobile cloud computing
2012 | Conference paper | Author
SOURCE-WORK-ID:

aa1e6cc2-3ce6-4023-93d8-debf647844bc

EID:

2-s2.0-84866612151

Part of ISBN: 978-1-4503-1519-7
Contributors: Weixiong Rao; Kai Zhao; Eemil Lagerspetz; Pan Hui; Sasu Tarkoma
Source: check_circle
University of Helsinki

Theory and Practice of Bloom Filters for Distributed Systems

Communications Surveys & Tutorials
2012 | Journal article | Author
SOURCE-WORK-ID:

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WOSUID:

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EID:

2-s2.0-84857486006

Contributors: Sasu Tarkoma; Christian Esteve Rothenberg; Eemil Lagerspetz
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University of Helsinki

Arching over the Mobile Computing Chasm: Platforms and Runtimes

Computer : a publication of the IEEE Computer Society
2011 | Journal article | Author
SOURCE-WORK-ID:

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WOSUID:

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EID:

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Contributors: Sasu Tarkoma; Eemil Lagerspetz
Source: check_circle
University of Helsinki

Mobile Search and the Cloud

PerCom-WORKSHOPS 2011
2011-03-21 | Conference paper | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-79958074519

Part of ISBN: 978-1-61284-936-2
Contributors: Eemil Lagerspetz; Sasu Tarkoma
Source: check_circle
University of Helsinki

Cloud-assisted mobile desktop search

2010 8th IEEE International Conference on Pervasive Computing and Communications Workshops
2010 | Conference paper | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-77953977889

Contributors: Eemil Lagerspetz; S. Tarkoma
Source: check_circle
University of Helsinki
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