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2020 – today

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2023
[j20]
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Naser Hossein Motlagh, Matti Irjala, Agustin Zuniga, Eemil Lagerspetz, Valtteri Rantala, Huber Flores, Petteri Nurmi, Sasu Tarkoma:
Toward Blue Skies: City-Scale Air Pollution Monitoring Using UAVs. IEEE Consumer Electron. Mag. 12(1): 21-31 (2023)
2022
[j19]
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Kasimir Aula, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma:
Evaluation of Low-cost Air Quality Sensor Calibration Models. ACM Trans. Sens. Networks 18(4): 72:1-72:32 (2022)
2021
[j18]
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Zhen Tu, Hancheng Cao, Eemil Lagerspetz, Yali Fan, Huber Flores, Sasu Tarkoma, Petteri Nurmi, Yong Li:
Demographics of mobile app usage: long-term analysis of mobile app usage. CCF Trans. Pervasive Comput. Interact. 3(3): 235-252 (2021)
[j17]
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Leonardo Tonetto, Eemil Lagerspetz, Aaron Yi Ding, Jörg Ott, Sasu Tarkoma, Petteri Nurmi:
The mobility laws of location-based games. EPJ Data Sci. 10(1): 10 (2021)
[j16]
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Tong Li, Mingyang Zhang, Yong Li, Eemil Lagerspetz, Sasu Tarkoma, Pan Hui:
The Impact of Covid-19 on Smartphone Usage. IEEE Internet Things J. 8(23): 16723-16733 (2021)
[j15]
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Joonas Jälkö, Eemil Lagerspetz, Jari Haukka, Sasu Tarkoma, Antti Honkela, Samuel Kaski:
Privacy-preserving data sharing via probabilistic modeling. Patterns 2(7): 100271 (2021)
[j14]
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Francesco Concas, Julien Mineraud, Eemil Lagerspetz, Samu Varjonen, Xiaoli Liu, Kai Puolamäki, Petteri Nurmi, Sasu Tarkoma:
Low-Cost Outdoor Air Quality Monitoring and Sensor Calibration: A Survey and Critical Analysis. ACM Trans. Sens. Networks 17(2): 20:1-20:44 (2021)
[c32]
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Naser Hossein Motlagh, Pupu Toivonen, Martha Arbayani Zaidan, Eemil Lagerspetz, Ella Peltonen, Ekaterina Gilman, Petteri Nurmi, Sasu Tarkoma:
Monitoring Social Distancing in Smart Spaces using Infrastructure-Based Sensors. WF-IoT 2021: 124-129
2020
[j13]
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Naser Hossein Motlagh, Tuukka Petäjä, Markku Kulmala, Sasu Tarkoma, Eemil Lagerspetz, Petteri Nurmi, Xin Li, Samu Varjonen, Julien Mineraud, Matti Siekkinen, Andrew Rebeiro-Hargrave, Tareq Hussein:
Toward Massive Scale Air Quality Monitoring. IEEE Commun. Mag. 58(2): 54-59 (2020)
[j12]
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  - journals/health/MakitaloFFLCIBH20
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Niko Mäkitalo, Daniel Flores-Martín, Huber Flores, Eemil Lagerspetz, François Christophe, Petri Ihantola, Masiar Babazadeh, Pan Hui, Juan Manuel Murillo, Sasu Tarkoma, Tommi Mikkonen:
Human Data Model: Improving Programmability of Health and Well-Being Data for Enhanced Perception and Interaction. ACM Trans. Comput. Heal. 1(4): 26:1-26:39 (2020)
[j11]
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  - journals/percom/PeltonenSAVLF20
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Ella Peltonen, Parsa Sharmila, Kennedy Opoku Asare, Aku Visuri, Eemil Lagerspetz, Denzil Ferreira:
When phones get personal: Predicting Big Five personality traits from application usage. Pervasive Mob. Comput. 69: 101269 (2020)
[j10]
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Ayman Zeidan, Eemil Lagerspetz, Kai Zhao, Petteri Nurmi, Sasu Tarkoma, Huy T. Vo:
GeoMatch: Efficient Large-scale Map Matching on Apache Spark. Trans. Data Sci. 1(3): 21:1-21:30 (2020)
[c31]
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  - conf/huc/SharmilaSLP20
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Parsa Sharmila, Vappu Schroderus, Eemil Lagerspetz, Ella Peltonen:
Towards understanding smartphone usage and sleep with a crowdsensing approach. UbiComp/ISWC Adjunct 2020: 700-703

2010 – 2019

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2019
[j9]
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Eemil Lagerspetz, Jonatan Hamberg, Xin Li, Huber Flores, Petteri Nurmi, Nigel Davies, Sumi Helal:
Pervasive Data Science on the Edge. IEEE Pervasive Comput. 18(3): 40-48 (2019)
[j8]
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Huber Flores, Jonatan Hamberg, Xin Li, Titti Malmivirta, Agustin Zuniga, Eemil Lagerspetz, Petteri Nurmi:
Estimating Energy Footprints Using Thermal Imaging. GetMobile Mob. Comput. Commun. 23(3): 5-8 (2019)
[j7]
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Stephan Sigg, Eemil Lagerspetz, Ella Peltonen, Petteri Nurmi, Sasu Tarkoma:
Exploiting Usage to Predict Instantaneous App Popularity: Trend Filters and Retention Rates. ACM Trans. Web 13(2): 13:1-13:25 (2019)
[c30]
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  - conf/indin/MotlaghNTZLVTMR19
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Naser Hossein Motlagh, Petteri Nurmi, Sasu Tarkoma, Martha Arbayani Zaidan, Eemil Lagerspetz, Samu Varjonen, Juhani Toivonen, Julien Mineraud, Andrew Rebeiro-Hargrave, Matti Siekkinen, Tareq Hussein:
Indoor Air Quality Monitoring Using Infrastructure-Based Motion Detectors. INDIN 2019: 902-907
[c29]
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Eemil Lagerspetz, Sasu Tarkoma, Tareq Hussein, Naser Hossein Motlagh, Martha Arbayani Zaidan, Pak Lun Fung, Julien Mineraud, Samu Varjonen, Matti Siekkinen, Petteri Nurmi, Yutaka Matsumi:
MegaSense: Feasibility of Low-Cost Sensors for Pollution Hot-spot Detection. INDIN 2019: 1083-1090
[c28]
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Titti Malmivirta, Jonatan Hamberg, Eemil Lagerspetz, Xin Li, Ella Peltonen, Huber Flores, Petteri Nurmi:
Hot or Not? Robust and Accurate Continuous Thermal Imaging on FLIR cameras. PerCom 2019: 1-9
[c27]
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  - conf/wmcsa/FloresHLMZLN19
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Huber Flores, Jonatan Hamberg, Xin Li, Titti Malmivirta, Agustin Zuniga, Eemil Lagerspetz, Petteri Nurmi:
Evaluating Energy-Efficiency using Thermal Imaging. HotMobile 2019: 147-152
[c26]
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  - conf/www/ZunigaFLNTHM19
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Agustin Zuniga, Huber Flores, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma, Pan Hui, Jukka Manner:
Tortoise or Hare? Quantifying the Effects of Performance on Mobile App Retention. WWW 2019: 2517-2528
[i4]
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  - journals/corr/abs-1912-04439
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Joonas Jälkö, Eemil Lagerspetz, Jari Haukka, Sasu Tarkoma, Samuel Kaski, Antti Honkela:
Privacy-preserving data sharing via probabilistic modelling. CoRR abs/1912.04439 (2019)
[i3]
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  - journals/corr/abs-1912-06384
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Francesco Concas, Julien Mineraud, Eemil Lagerspetz, Samu Varjonen, Kai Puolamäki, Petteri Nurmi, Sasu Tarkoma:
A Gap Analysis of Low-Cost Outdoor Air Quality Sensor In-Field Calibration. CoRR abs/1912.06384 (2019)
2018
[j6]
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Huber Flores, Pan Hui, Petteri Nurmi, Eemil Lagerspetz, Sasu Tarkoma, Jukka Manner, Vassilis Kostakos, Yong Li, Xiang Su:
Evidence-Aware Mobile Computational Offloading. IEEE Trans. Mob. Comput. 17(8): 1834-1850 (2018)
[c25]
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Ayman Zeidan, Eemil Lagerspetz, Kai Zhao, Petteri Nurmi, Sasu Tarkoma, Huy T. Vo:
GeoMatch: Efficient Large-Scale Map Matching on Apache Spark. IEEE BigData 2018: 384-391
[c24]
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  - conf/edge/OsmaniRVLFT18
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Lirim Osmani, Ashwin Rao, Samu Varjonen, Eemil Lagerspetz, Hannu Flinck, Sasu Tarkoma:
Demo: Managing Sensing Resources at the Edge using Cloud OSes. SEC 2018: 326-327
[c23]
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  - conf/mhci/PeltonenLHMMNT18
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Ella Peltonen, Eemil Lagerspetz, Jonatan Hamberg, Abhinav Mehrotra, Mirco Musolesi, Petteri Nurmi, Sasu Tarkoma:
The hidden image of mobile apps: geographic, demographic, and cultural factors in mobile usage. MobileHCI 2018: 10:1-10:12
[c22]
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  - conf/mobicom/LagerspetzVCMT18
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Eemil Lagerspetz, Samu Varjonen, Francesco Concas, Julien Mineraud, Sasu Tarkoma:
Demo: MegaSense: Megacity-scale Accurate Air Quality Sensing with the Edge. MobiCom 2018: 843-845
[c21]
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  - conf/percom/LagerspetzFMHNT18
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Eemil Lagerspetz, Huber Flores, Niko Mäkitalo, Pan Hui, Petteri Nurmi, Sasu Tarkoma, Andrea Passarella, Jörg Ott, Peter Reichl, Marco Conti, Markus Fiedler, Jatinder Singh, Thorsten Strufe, Tobias Hoßfeld, Anders Lindgren, Daniele Quercia:
Pervasive Communities in the Internet of People. PerCom Workshops 2018: 40-45
2017
[c20]
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  - conf/icdcs/FloresSKRLTHLM17
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Huber Flores, Xiang Su, Vassilis Kostakos, Jukka Riekki, Eemil Lagerspetz, Sasu Tarkoma, Pan Hui, Yong Li, Jukka Manner:
Modeling Mobile Code Acceleration in the Cloud. ICDCS 2017: 480-491
[c19]
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  - conf/nips/HeikkilaLKSTH17
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Mikko A. Heikkilä, Eemil Lagerspetz, Samuel Kaski, Kana Shimizu, Sasu Tarkoma, Antti Honkela:
Differentially private Bayesian learning on distributed data. NIPS 2017: 3226-3235
2016
[j5]
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Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma:
Constella: Crowdsourced system setting recommendations for mobile devices. Pervasive Mob. Comput. 26: 71-90 (2016)
[j4]
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Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma:
Where Has My Battery Gone?: A Novel Crowdsourced Solution for Characterizing Energy Consumption. IEEE Pervasive Comput. 15(1): 6-9 (2016)
[c18]
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Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma:
Too big to mail: On the way to publish large-scale mobile analytics data. IEEE BigData 2016: 2374-2377
[i2]
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Stephan Sigg, Eemil Lagerspetz, Ella Peltonen, Petteri Nurmi, Sasu Tarkoma:
Sovereignty of the Apps: There's more to Relevance than Downloads. CoRR abs/1611.10161 (2016)
2015
[c17]
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Mohammad Ashraful Hoque, Kasperi Saarikoski, Eemil Lagerspetz, Julien Mineraud, Sasu Tarkoma:
Poster: VPN Tunnels for Energy Efficient Multimedia Streaming. MobiCom 2015: 239-241
[c16]
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Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, Sasu Tarkoma:
Energy modeling of system settings: A crowdsourced approach. PerCom 2015: 37-45
2014
[c15]
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  - conf/chi/AthukoralaLKJOTJ14
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Kumaripaba Athukorala, Eemil Lagerspetz, Maria von Kügelgen, Antti Jylhä, Adam J. Oliner, Sasu Tarkoma, Giulio Jacucci:
How carat affects user behavior: implications for mobile battery awareness applications. CHI 2014: 1029-1038
[c14]
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Eemil Lagerspetz, Hien Thi Thu Truong, Sasu Tarkoma, N. Asokan:
MDoctor: A Mobile Malware Prognosis Application. ICDCS Workshops 2014: 201-206
[c13]
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  - conf/www/TruongLNOTAB14
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Hien Thi Thu Truong, Eemil Lagerspetz, Petteri Nurmi, Adam J. Oliner, Sasu Tarkoma, N. Asokan, Sourav Bhattacharya:
The company you keep: mobile malware infection rates and inexpensive risk indicators. WWW 2014: 39-50
2013
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  - conf/sensys/OlinerISLT13
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Adam J. Oliner, Anand P. Iyer, Ion Stoica, Eemil Lagerspetz, Sasu Tarkoma:
Carat: collaborative energy diagnosis for mobile devices. SenSys 2013: 10:1-10:14
[i1]
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Hien Thi Thu Truong, Eemil Lagerspetz, Petteri Nurmi, Adam J. Oliner, Sasu Tarkoma, N. Asokan, Sourav Bhattacharya:
The Company You Keep: Mobile Malware Infection Rates and Inexpensive Risk Indicators. CoRR abs/1312.3245 (2013)
2012
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  - journals/comsur/TarkomaRL12
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Sasu Tarkoma, Christian Esteve Rothenberg, Eemil Lagerspetz:
Theory and Practice of Bloom Filters for Distributed Systems. IEEE Commun. Surv. Tutorials 14(1): 131-155 (2012)
[c11]
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Adam J. Oliner, Anand P. Iyer, Eemil Lagerspetz, Sasu Tarkoma:
Collaborative Energy Debugging for Mobile Devices. HotDep 2012
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  - conf/sigcomm/RaoZLHT12
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Weixiong Rao, Kai Zhao, Eemil Lagerspetz, Pan Hui, Sasu Tarkoma:
Energy-aware keyword search on mobile phones. MCC@SIGCOMM 2012: 59-64
2011
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  - journals/computer/TarkomaL11
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Sasu Tarkoma, Eemil Lagerspetz:
Arching over the Mobile Computing Chasm: Platforms and Runtimes. Computer 44(4): 22-28 (2011)
[c9]
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  - conf/percom/LagerspetzT11
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Eemil Lagerspetz, Sasu Tarkoma:
Mobile search and the cloud: The benefits of offloading. PerCom Workshops 2011: 117-122
2010
[c8]
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  - conf/mdm/LagerspetzTL10
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Eemil Lagerspetz, Sasu Tarkoma, Tancred Lindholm:
Dessy: Search and Synchronization on the Move. Mobile Data Management 2010: 215-217
[c7]
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Eemil Lagerspetz, Sasu Tarkoma, Tancred Lindholm:
Dessy: Demonstrating Mobile Search and Synchronization. Mobile Data Management 2010: 284-286
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Eemil Lagerspetz, Sasu Tarkoma:
Cloud-assisted mobile desktop search. PerCom Workshops 2010: 826-828

2000 – 2009

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2009
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Joonas Kukkonen, Eemil Lagerspetz, Petteri Nurmi, Mikael Andersson:
BeTelGeuse: A Platform for Gathering and Processing Situational Data. IEEE Pervasive Comput. 8(2): 49-56 (2009)
2008
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Petteri Nurmi, Eemil Lagerspetz, Wray L. Buntine, Patrik Floréen, Joonas Kukkonen, Peter Peltonen:
Natural language retrieval of grocery products. CIKM 2008: 1413-1414
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Petteri Nurmi, Eemil Lagerspetz, Wray L. Buntine, Patrik Floréen, Joonas Kukkonen:
Product retrieval for grocery stores. SIGIR 2008: 781-782
2007
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Petteri Nurmi, Joonas Kukkonen, Eemil Lagerspetz, Jukka Suomela, Patrik Floréen:
BeTelGeuse: a tool for Bluetooth data gathering. BODYNETS 2007: 21
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Eemil Lagerspetz, Tancred Lindholm, Sasu Tarkoma:
Dessy: Towards Flexible Mobile Desktop Search. DIALM-POMC 2007
2006
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Petteri Nurmi, Alfons H. Salden, Sian Lun Lau, Jukka Suomela, Michael Sutterer, Jean Millerat, Miquel Martin, Eemil Lagerspetz, Remco Poortinga:
A System for Context-Dependent User Modeling. OTM Workshops (2) 2006: 1894-1903

Coauthor Index

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