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Petteri Nurmi

  • PL 68 (Pietari Kalmin katu 5)

    00014

    Finland

20052020
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Publications 2005 2020

2020

Battery Health Estimation for IoT Devices using V-edge Dynamics

Kumar, A., Hoque, M. A., Nurmi, P., Tarkoma, S., Pecht, M. G. & Song, J., Mar 2020, (Accepted/In press) Proceedings of the 21st International Workshop on Mobile Computing Systems and Applications: HotMobile'2020. New York: ACM , 6 p.

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

Towards Massive Scale Air Quality Monitoring

Hossein Motlagh, N., Lagerspetz, E., Nurmi, P., Li, X., Varjonen, S., Mineraud, J., Siekkinen, M., Rebeiro-Hargrave, A., Hussein, T., Petäjä, T., Kulmala, M. & Tarkoma, S., Feb 2020, (Accepted/In press) In : IEEE Communications Magazine. 7 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

AI on the Move: From On-Device to On-Multi-Device

Flores Macario, H. R., Nurmi, P. T. & Hui, P., 2019, (Accepted/In press) Proceedings of the IEEE International Conference on Pervasive Computing and Communications (PerCom Workshops 2019). 6 p.

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

Open Access
File

Cross-Device Radio Map Generation via Crowdsourcing

Tsiamitros, N., Pipelidis, G., Nurmi, P., Ustaoglu, E., Kienzler, R., Flores, H. & Prehofer, C., 2019, (Accepted/In press) International conference on Indoor Positioning and Indoor Navigation (IPIN).

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

Crowd Replication: Sensing-Assisted Quantification of Human Behaviour in Public Spaces

Hemminki, S., KURIBAYASHI, K., Konomi, SI., Nurmi, P. & Tarkoma, S., Aug 2019, In : ACM transactions on spatial algorithms and systems. 5, 3, 34 p., 15.

Research output: Contribution to journalArticleScientificpeer-review

Evaluating Energy-Efficiency using Thermal Imaging

Flores, H., Hamberg, J., Li, X., Malmivirta, T., Zuniga, A., Lagerspetz, E. & Nurmi, P., 2019, HotMobile '19: Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications. New York: ACM, p. 147-152 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
File

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

Malmivirta, T., Hamberg, J., Lagerspetz, E., Li, X., Peltonen, E., Flores, H. & Nurmi, P., 2019, 2019 IEEE International Conference on Pervasive Computing and Communications (PerCom). IEEE, 9 p.

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

Open Access
File

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
File

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., 2019, (Accepted/In press) 2019 IEEE 17th International Conference on Industrial Informatics (INDIN). IEEE, 9 p.

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

Open Access
File

Pervasive Data Science on the Edge

Lagerspetz, E., Hamberg, J., Li, X., Flores, H., Nurmi, P., Davies, N. & Helal, S., 28 Nov 2019, In : IEEE Pervasive Computing. 18, 3, p. 40-48 9 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

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

Zuniga, A., Flores, H., Lagerspetz, E., Tarkoma, S., Manner, J., Hui, P. & Nurmi, P., 2019, Proceedings of the 2019 World Wide Web Conference (WWW ’19). Liu, L. & White, R. (eds.). International World Wide Web Conferences Steering Committee, p. 2517-2528 12 p.

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

Open Access
File
2018

A framework for informing consumers on the ecological impact of products at point of sale

Schaeffer, S. E., Garza, S. E., Espinosa, J. C., Urbina, S. C., Nurmi, P. & Cruz-Reyes, L., Mar 2018, In : Behaviour & Information Technology. 37, 6, p. 607-621 15 p.

Research output: Contribution to journalArticleScientificpeer-review

CrossSense: Towards Cross-Site and Large-Scale WiFi Sensing

Zhang, J., Tang, Z., Li, M., Fang, D., Nurmi, P. T. & Wang, Z., Oct 2018, Proceedings of the 24th Annual International Conference on Mobile Computing and Networking : MobiCom'18. ACM

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
File

GeoMatch: Efficient Large-Scale Map Matching on Apache Spark

Zeidan, A., Lagerspetz, E., Zhao, K., Nurmi, P., Tarkoma, S. & Vo, H., 2018, Proceedings of the 2018 IEEE International Conference on Big Data. Abe, N., Liu, H., Pu, C., Hu, X., Ahmed, N., Qiao, M., Song, Y., Kossmann, D., Liu, B., Lee, K., Tang, J., He, J. & Saltz, J. (eds.). New York: IEEE, p. 384-391 8 p. (IEEE International Conference on Big Data).

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

Open Access
File

Guest editorial: mobile computing support for geospatial systems

Youssef, M., Nurmi, P. & Xu, C., Jan 2018, In : Geoinformatica. 22, 1, p. 71-73 3 p.

Research output: Contribution to journalEditorialScientific

Poster: MobilecloudSim: A context-aware simulation toolkit for mobile computational offloading

Flores, H., Nurmi, P., Tarkoma, S. & Hui, P., 2018, Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers. New York: ACM, p. 38-41 4 p.

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

SleepGuard: Capturing Rich Sleep Information Using Smartwatch Sensing Data

Chang, L., Lu, J., Wang, J., Chen, X., Fang, D., Tang, Z., Nurmi, P. & Wang, Z., Sep 2018, In : Proceedings of ACM on interactive, mobile, wearable and ubiquitous technologies. 2, 3, 34 p., 98.

Research output: Contribution to journalArticleScientificpeer-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

Using Pervasive Displays to Aid Student Recall -Reflections on a Campus-Wide Trial

Mikusz, M., Clinch, S., Shaw, P., Davies, N. & Nurmi, P. T., Feb 2018, Proceedings of the 7th ACM International Symposium on Pervasive Displays : PerDis'18. Schmidt, A., Williamson, J. R., Elhart, I., Baldauf, M., Mikusz, M., Sorce, S., Kurdyukova, K., El.Agroudy, P. & Gentile, V. (eds.). Association for Computing Machinery (ACM), 8 p. 6

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

2017

Large-scale Offloading in the Internet of Things

Flores, H., Su, X., Kostakos, V., Ding, A. Y., Nurmi, P., Tarkoma, S., Hui, P. & Li, Y., 2017, 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops. New York: IEEE, 6 p. (International Conference on Pervasive Computing and Communications).

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

Low-cost support for search and rescue operations using off-the-shelf sensor technologies

Nurmi, P. & Tarkoma, S., 20 Jul 2017, In : Electronics Letters. 53, 15, p. 1011-1013 3 p.

Research output: Contribution to journalArticleScientificpeer-review

2016

Collaborative and Energy-Efficient Speech Monitoring on Smart Devices

Leppänen, J., Pelkonen, M., Guo, H., Hemminki, S., Nurmi, P. & Tarkoma, S., 24 Dec 2016, In : Computer : a publication of the IEEE Computer Society. 49, 12, p. 22-30 9 p.

Research output: Contribution to journalArticleScientificpeer-review

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

Quantitative Evaluation of Public Spaces using Crowd Replication

Hemminki, S., Kuribayashi, K., Konomi, S., Nurmi, P. & Tarkoma, S., 2016, Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31 - November 3, 2016. New York: ACM, 4 p. 63

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

Checksum Gestures: Continuous Gestures as an Out-of-Band Channel for Secure Pairing

Ahmed, I., Ye, Y., Bhattacharya, S., Asokan, N., Jacucci, G., Nurmi, P. & Tarkoma, S., Sep 2015, UbiComp '15: The 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Osaka, Japan — September 07 - 11, 2015. New York: ACM New York, p. 391-401 11 p.

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

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

Gestimator: Shape and Stroke Similarity Based Gesture Recognition

Ye, Y. & Nurmi, P., 19 Nov 2015, Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, ICMI'15. New York, NY: ACM, Association for Computing Machinery, p. 219-226 8 p.

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

Mobile Computing, Applications, and Services: 7th International Conference, MobiCASE 2015 Berlin, Germany, November 12-13, 2015 Revised Selected Papers

Sigg, S. (ed.), Nurmi, P. (ed.) & Salim, F. (ed.), 2015, Springer. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; no. 162)

Research output: Book/ReportAnthology or special issue

Robust and Energy-Efficient Trajectory Tracking for Mobile Devices

Bhattacharya, S., Blunck, H., Kjaergaard, M. B. & Nurmi, P., Feb 2015, In : IEEE Transactions on Mobile Computing. 14, 2, p. 430-443 14 p.

Research output: Contribution to journalArticleScientificpeer-review

Using contextual co-presence to strengthen Zero-Interaction Authentication: Design, integration and usability

Truong, H., Gao, X., Shrestha, B., Saxena, N., Asokan, N. & Nurmi, P., Jan 2015, In : Pervasive and Mobile Computing. 16, Part B, p. 187-204 18 p.

Research output: Contribution to journalArticleScientificpeer-review

WiFi positioning with propagation-based calibration

Pulkkinen, T., Verwijnen, J. & Nurmi, P., 2015, Proceedings of the 14th International Conference on Information Processing in Sensor Networks . New York: ASSOCIATION FOR COMPUTING MACHINERY, INC, p. 366-367 2 p.

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

2014

Comparing and fusing different sensor modalities for relay attack resistance in Zero-Interaction Authentication

Truong, H. T. T., Gao, X., Shrestha, B., Saxena, N., Asokan, N. & Nurmi, P. T., 2014, IEEE International Conference on Pervasive Computing and Communications, PerCom 2014. IEEE Computer Society, p. 163-171 9 p.

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

Design challenges in motivating change for sustainable urban mobility

Gabrielli, S., Forbes, P., Jylhä, A., Wells, S., Sirén, M., Hemminki, S., Nurmi, P., Maimone, R., Masthoff, J. & Jacucci, G., 9 Jun 2014, In : Computers in Human Behavior. 41, p. 416-423 8 p.

Research output: Contribution to journalArticleScientificpeer-review

Gravity and Linear Acceleration Estimation on Mobile Devices

Hemminki, S., Nurmi, P. & Tarkoma, S., 3 Nov 2014, MOBIQUITOUS '14: Proceedings of the 11th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services. Youssef, M. (ed.). Brussels: ICST, p. 50-59 10 p.

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

PromotionRank: Ranking and Recommending Grocery Product Promotions Using Personal Shopping Lists

Nurmi, P. T., Salovaara, A., Forsblom, A., Bohnert, F. & Floréen, P., Apr 2014, In : ACM Transactions on Interactive Intelligent Systems (TiiS). 4, 1, 23 p.

Research output: Contribution to journalArticleScientificpeer-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

Using unlabeled data in a sparse-coding framework for human activity recognition

Bhattacharya, S., Nurmi, P., Hammerla, N. & Plötz, T., Dec 2014, In : Pervasive and Mobile Computing. 15, p. 242-262 21 p.

Research output: Contribution to journalArticleScientificpeer-review

2013

Accelerometer-Based Transportation Mode Detection on Smartphones

Hemminki, S., Nurmi, P. & Tarkoma, S., 2013, SenSys '13: Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems. New York: ACM, 14 p. 13

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

CoSense: A Collaborative Sensing Platform for Mobile Devices

Hemminki, S., Zhao, K., Ding, A. Y., Rannanjärvi, M. T., Tarkoma, S. & Nurmi, P. T., Nov 2013, SenSys '13: Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems. New York: ACM, 2 p. 34

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

Gaussian Process-based Predictive Modeling for Bus Ridership

Bhattacharya, S., Phithakkitnukoon, S., Nurmi, P. T., Klami, A., Veloso, M. & Bento, C., 2013, UbiComp '13 Adjunct: Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication. New York: ACM, p. 1189-1198

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

MatkaHupi: a persuasive mobile application for sustainable mobility

Jylhä, A., Nurmi, P. T., Siren, M., Hemminki, S. & Jacucci, G., 2013, Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication. New York: ACM, p. 227-230

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 report

File
2012

AWESOM: Automatic Discrete Partitioning of Indoor Spaces for WiFi Fingerprinting

Pulkkinen, T. & Nurmi, P. T., 21 Jun 2012, Pervasive Computing: 10th International Conference, Pervasive 2012, Newcastle, UK, June 18-22, 2012. Proceedings. Springer-Verlag, p. 271-288 (Lecture Notes in Computer Science; vol. 7319).

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

Ma$$iv€ - An Intelligent Mobile Grocery Assistant

Bhattacharya, S., Floréen, P., Forsblom, A., Hemminki, S., Myllymäki, P., Nurmi, P., Pulkkinen, T. & Salovaara, A., 27 Jun 2012, Eighth International Conference on Intelligent Environments : IE 2012 Proceedings. IEEE Computer Society, p. 165-172

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

Out of the bubble: serendipitous event recommendations at an urban music festival

Forsblom, A., Nurmi, P., Åman, P. & Liikkanen, L., 2012, IUI '12 Proceedings of the 2012 ACM international conference on Intelligent User Interfaces . ACM, p. 253-256 4 p.

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