• PL 64 (Gustaf Hällströmin katu 2)

    00014

    Finland

20062019
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Publications 2006 2019

2019

Evaluating Energy-Efficiency using Thermal Imaging

Flores Macario, H. R., Hamberg, J. C., Li, X., Malmivirta, T. M. K., Zuniga Corrales, W. A., Lagerspetz, E. & Nurmi, P. T., 2019, Proceedings of the 20th ACM International Workshop on Mobile Computing Systems and Applications (HotMobile 2019). ACM, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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Exploiting Usage to Predict Instantaneous App Popularity: Trend Filters and Retention Rates

Sigg, S., Lagerspetz, E., Peltonen, E., Nurmi, P. & Tarkoma, S., Apr 2019, In : ACM Transactions on the Web. 13, 2, 25 p., 13.

Research output: Contribution to journalArticleScientificpeer-review

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

Malmivirta, T. M. K., Hamberg, J. C., Lagerspetz, E., Li, X., Peltonen, E., Flores Macario, H. R. & Nurmi, P. T., 12 Jan 2019, Proceedings of the 17th IEEE International Conference on Pervasive Computing and Communications (PerCom 2019). IEEE, 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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Indoor Air Quality Monitoring Using Infrastructure-Based Motion Detectors

Hossein Motlagh, N., Zaidan, M., Lagerspetz, E., Varjonen, S., Toivonen, J., Mineraud, J., Rebeiro-Hargrave, A., Siekkinen, M., Hussein, T., Nurmi, P. & Tarkoma, S., 2019, (Accepted/In press) 2019 IEEE 17th International Conference on Industrial Informatics (INDIN). IEEE

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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MegaSense: Feasibility of Low-Cost Sensors for Pollution Hot-spot Detection

Lagerspetz, E., Hossein Motlagh, N., Zaidan, M., Fung, P. L., Mineraud, J., Varjonen, S., Siekkinen, M., Nurmi, P., Matsumi, Y., Tarkoma, S. & Hussein, T., Jul 2019, 2019 IEEE 17th International Conference on Industrial Informatics (INDIN). IEEE, 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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Pervasive Data Science on the Edge

Lagerspetz, E., Hamberg, J., Li, X., Flores, H., Nurmi, P., Davies, N. & Helal, S., 24 Jun 2019, (Accepted/In press) In : IEEE Pervasive Computing. 2019

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Tortoise or Hare? Quantifying the Effects of Performance on Mobile App Retention

Zuniga Corrales, W. A., Flores Macario, H. R., Lagerspetz, E., Tarkoma, S. A. O., Manner, J., Hui, P. & Nurmi, P. T., May 2019, (Accepted/In press) Proceedings of the 2019 World Wide Web Conference (WWW '19). International World Wide Web Conferences Steering Committee, 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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2018

Demo: Managing Sensing Resources at the Edge using Cloud OSes

Osmani, L., Rao, A., Varjonen, S., Lagerspetz, E., Flinck, H. & Tarkoma, S., 2018, 2018 IEEE/ACM Symposium on Edge Computing {SEC 2018): Seattle, Washington, USA, 25-27 October 2018. IEEE, p. 326-327 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Demo: MegaSense: Megacity-scale Accurate Air Quality Sensing with the Edge

Lagerspetz, E., Varjonen, S. K. L., Concas, F., Mineraud, J. V. & Tarkoma, S. A. O., 2018, MobiCom '18 Proceedings of the 24th Annual International Conference on Mobile Computing and Networking. New York, NY: ACM, p. 843-845 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Evidence-Aware Mobile Computational Offloading

Flores, H., Hui, P., Nurmi, P., Lagerspetz, E., Tarkoma, S., Manner, J., Kostakos, V., Li, Y. & Su, X., 1 Aug 2018, In : IEEE Transactions on Mobile Computing. 17, 8, p. 1834-1850 17 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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GeoMatch: Efficient Large-Scale Map Matching on Apache Spark

Zeidan, A., Lagerspetz, E., Zhao, K., Nurmi, P. T., Tarkoma, S. A. O. & Vo, H., 2018, Proceedings of the 2018 IEEE International Conference on Big Data. IEEE, 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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Pervasive Communities in the Internet of People

Lagerspetz, E., Flores Macario, H. R., Mäkitalo, N. K., Hui, P., Nurmi, P., Tarkoma, S. A. O., Passarella, A., Ott, J., Reichl, P., Conti, M., Fiedler, M., Singh, J., Strufe, T., Hossfeld, T., Lindgren, A. & Quercia, D., 2018, Combined PerCom 2018 Workshop Proceedings. IEEE

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

The hidden image of mobile apps: geographic, demographic, and cultural factors in mobile usage

Peltonen, E. E., Lagerspetz, E., Hamberg, J. C., Mehrotra, A., Musolesi, M., Nurmi, P. T. & Tarkoma, S. A. O., 2018, MobileHCI '18 Proceedings of the 20th International Conference on Human-Computer Interaction with Mobile Devices and Services . New York, NY: ACM, 12 p. 10

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2017

Differentially private Bayesian learning on distributed data

Heikkila, M., Lagerspetz, E., Kaski, S., Shimizu, K., Tarkoma, S. & Honkela, A., 2017, Advances in Neural Information Processing Systems 30 (NIPS 2017). Guyon, I., Luxburg, U. V., Bengio, S., Wallach, H., Fergus, R., Vishwanathan, S. & Garnett, R. (eds.). NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), Vol. 30. 10 p. (Advances in Neural Information Processing Systems; vol. 30).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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Modeling Mobile Code Acceleration in the Cloud

Flores, H., Su, X., Kostakos, V., Riekki, J., Lagerspetz, E., Tarkoma, S., Hui, P., Li, Y. & Manner, J., 2017, 2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS 2017). IEEE, p. 480-491 (IEEE International Conference on Distributed Computing Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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2016

Constella: Crowdsourced system setting recommendations for mobile devices

Peltonen, E., Lagerspetz, E., Nurmi, P. & Tarkoma, S., Feb 2016, In : Pervasive and Mobile Computing. 26, p. 71-90 20 p.

Research output: Contribution to journalArticleScientificpeer-review

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

Peltonen, E., Lagerspetz, E., Nurmi, P. & Tarkoma, S., 2016, Proceedings of 2016 IEEE International Conference on Big Data: Open Science in Big Data Workshop. IEEE, p. 2374-2377 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access

Where Has My Battery Gone? A Novel Crowdsourced Solution for Characterizing Energy Consumption

Peltonen, E. E., Lagerspetz, E., Nurmi, P. T. & Tarkoma, S. A. O., 12 Jan 2016, In : IEEE Pervasive Computing. 15, 1, p. 6-9 4 p.

Research output: Contribution to journalArticleScientific

2015

Energy Modeling of System Settings: A Crowdsourced Approach

Peltonen, E. E., Lagerspetz, E., Nurmi, P. T. & Tarkoma, S., 23 Mar 2015, Pervasive Computing and Communications (PerCom), 2015 IEEE International Conference . IEEE, p. 37-45 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Poster: VPN Tunnels for Energy Efficient Multimedia Streaming

Hoque, M. A., Saarikoski, K., Lagerspetz, E., Mineraud, J. V. & Tarkoma, S. A. O., Sep 2015, Proceedings of the 21st Annual International Conference on Mobile Computing and Networking. Paris: ACM, p. 239-241 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2014

Collaborative Mobile Energy Awareness

Lagerspetz, E., 2014, Helsinki: University of Helsinki, Department of Computer Science. 106 p.

Research output: ThesisDoctoral ThesisCollection of Articles

How Carat Affects User Behavior: Implications for Mobile Battery Awareness Applications

Athukorala, K., Lagerspetz, E., von Kugelgen, M., Jylhä, A., Oliner, A. J., Tarkoma, S. & Jacucci, G., 2014, CHI '14: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. New York: ACM, Vol. 2014. p. 1029-1038 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

MDoctor: A Mobile Malware Prognosis Application

Lagerspetz, E., Truong, H. T. T., Tarkoma, S. & Asokan, N., 2014, 2014 IEEE 34th International Conference on Distributed Computing Systems Workshops (ICDCSW). IEEE Computer Society, p. 201-206 6 p. (IEEE International Conference on Distributed Computing Systems Workshops).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Smartphone energy consumption: modeling and optimization

Tarkoma, S., Siekkinen, M., Lagerspetz, E. & Xiao, Y., Sep 2014, Cambridge: Cambridge University Press. 336 p.

Research output: Book/ReportBookScientificpeer-review

The Company You Keep: Mobile Malware Infection Rates and Inexpensive Risk Indicators

Truong, H. T. T., Lagerspetz, E., Nurmi, P., Oliner, A. J., Tarkoma, S., Asokan, N. & Bhattacharya, S., 2014, WWW '14: Proceedings of the 23rd international conference on World wide web. New York: ACM, p. 39-50 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2013

Carat: Collaborative Energy Diagnosis for Mobile Devices

Oliner, A. J., Iyer, A. P., Stoica, I., Lagerspetz, E. & Tarkoma, S., 16 Nov 2013, SenSys '13: Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems. New York: ACM, 14 p. 10

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

The Company You Keep: Mobile Malware Infection Rates and Inexpensive Risk Indicators

Thi Thu Truong, H., Lagerspetz, E., Nurmi, P., J. Oliner, A., Tarkoma, S., Asokan, N. & Bhattacharya, S., 11 Dec 2013

Research output: Book/ReportCommissioned reportProfessional

File
2012

Collaborative energy debugging for mobile devices

Oliner, A. J., Iyer, A., Lagerspetz, E., Tarkoma, S. & Stoica, I., 2012, HotDep'12 Proceedings of the Eighth USENIX conference on Hot Topics in System Dependability. USENIX Association Berkeley, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Energy-aware keyword search on mobile phones

Rao, W., Zhao, K., Lagerspetz, E., Hui, P. & Tarkoma, S., 2012, MCC '12 Proceedings of the first edition of the MCC workshop on Mobile cloud computing . ACM, p. 59-64 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Theory and Practice of Bloom Filters for Distributed Systems

Tarkoma, S., Rothenberg, C. E. & Lagerspetz, E., 2012, In : Communications Surveys & Tutorials. 14, 1, p. 131-155 25 p.

Research output: Contribution to journalReview ArticleScientificpeer-review

2011

Arching over the Mobile Computing Chasm: Platforms and Runtimes

Tarkoma, S. & Lagerspetz, E., 2011, In : Computer : a publication of the IEEE Computer Society. 44, 4, p. 22-28 7 p.

Research output: Contribution to journalArticleScientificpeer-review

Mobile Search and the Cloud: The Benefits of Offloading

Lagerspetz, E. & Tarkoma, S., 21 Mar 2011, PerCom-WORKSHOPS 2011: 2011 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops). Seattle: IEEE, p. 443-448 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2010

Cloud-assisted mobile desktop search

Lagerspetz, E. & Tarkoma, S., 2010, 2010 8th IEEE International Conference on Pervasive Computing and Communications Workshops. IEEE, p. 826-828

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Dessy: Demonstrating mobile search and synchronization

Lagerspetz, E., Tarkoma, S. & Lindholm, T., 2010, Eleventh International Conference on Mobile Data Management (MDM). p. 284-286

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Dessy: Search and synchronization on the move

Lagerspetz, E., Tarkoma, S. & Lindholm, T., 2010, 11th IEEE International Conference on Mobile Data Management. p. 215-217

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2009

BeTelGeuse: a platform for gathering and processing situational data

Kukkonen, J., Lagerspetz, E., Nurmi, P. & Andersson, M., 2009, In : IEEE Pervasive Computing. 8, 2, p. 49-56 8 p.

Research output: Contribution to journalArticleScientificpeer-review

2008

Natural language retrieval of grocery products

Nurmi, P., Lagerspetz, E., Buntine, W., Floreen, P., Kukkonen, J. & Peltonen, P., 2008, CIKM 2008 Conference Proceedings. p. 1413-1414 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Product retrieval for grocery stores

Nurmi, P., Lagerspetz, E., Buntine, W., Floreen, P. & Kukkonen, J., 2008, SIGIR 2008. p. 781-782 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2007

BeTelGeuse: A tool for Bluetooth data gathering

Nurmi, P., Kukkonen, J., Lagerspetz, E., Suomela, J. & Floréen, P., 2007, BodyNets 2007: ICST 2007. Fantacci, R. (ed.). ICST, 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Context awareness and management

Floreen, P., Wagner, M., Lagerspetz, E., Nurmi, P. & Suomela, J., 2007, Enabling technologies for mobile services: The MobiLife Book. Klementtinen, M. (ed.). Chichester: John Wiley & Sons Ltd. , p. 99-151 53 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

2006

A system for context-dependent user modeling

Nurmi, P., Salden, A., Lau, S. L., Suomela, J., Sutterer, M., Millerat, J., Martin, M., Lagerspetz, E. & Poortinga, R., 2006, Proceedings of OTM Federated Workshops,October-November, 2006, Montpellier, France: 2006. Meersman, R., Tari, Z. & Herrero, P. (eds.). Springer-Verlag, p. 1894-1903 10 p. (Lecture Notes in Computer Science; vol. 4278).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

BeTelGeuse: Tool for context data gathering via Bluetooth

Floreen, P., Kukkonen, J., Lagerspetz, E., Nurmi, P. & Suomela, J., 2006, Proceedings of the Second Workshop on Context Awareness for Proactive Systems: Kassel, Germany, June 12–13, 2006. David, K., Drögehorn, O. & Haseloff, S. (eds.). Kassel: KASSEL UNIVERSITY PRESS GMBH, p. 137-139

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review