Check our publications

Our research contributions are published in high-quality journals (e.g., ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, IEEE Pervasive Computing, IEEE Transactions on Mobile Computing, ACM Transactions on Internet of Things) and conferences (e.g., MobiCom, InfoCom, WWW, PerCom) within pervasive computing, mobile computing and other closely related fields.

Selected Publications

• ​​Hemminki, S., Nurmi, P. & Tarkoma, S., 2013. Accelerometer-Based Transportation Mode Detection on Smartphones. In ACM Conference on Embedded Networked Sensor Systems, SenSys'13. ACM SenSys Test of Time Award. (pdf)
• ​​Zhang, J., Tang, Z., Li, M., Fang, D., Nurmi, P. T. & Wang, Z., 2018. CrossSense: Towards Cross-Site and Large-Scale WiFi Sensing. In Proceedings of the 24th Annual ACM International Conference on Mobile Computing and Networking, MobiCom'18. (pdf)
• ​​Bhattacharya, S., Nurmi, P., Hammerla, N. & Plötz, T., 2018. Using Unlabeled Data in a Sparse-coding Framework for Human Activity Recognition. In Pervasive and Mobile Computing, PMC. (pdf)
• ​​Kjaergaard M.B., Bhattacharya, S., Blunck, H. & Nurmi, P., 2011. Energy-efficient Trajectory Tracking for Mobile Devices. In Proceedings of the 9th International Conference on Mobile Systems, Applications and Services, MobiSys'11. (pdf)
• ​​Truong H.T., Lagerspetz, E., Nurmi, P., Oliner A.J., Tarkoma S., Asokan N. & Bhattacharya S., 2014. The Company You Keep: Measuring Mobile Malware Infection Rates and Identifying Inexpensive Predictors of Susceptibility to Infection. In Proceedings of the 23rd International World Wide Web Conference, WWW'14. (pdf)
• ​​Concas, F., Mineraud, J., Lagerspetz, E., Varjonen, S., Liu, X., Puolamäki, K., Nurmi, P. & Tarkoma, S., 2021. Low-Cost Outdoor Air Quality Monitoring and Sensor Calibration: A Survey and Critical Analysis. In ACM Transactions on Sensor Networks, TOSN. 17, 2, p. 1-44 44 p., 20. (pdf)
• ​​Nurmi, P. & Bhattacharya S., 2008. Identifying Meaningful Places – The Nonparametric Way. In Proceedings of the 6th International Conference on Pervasive Computing, Pervasive’08. (pdf)
• ​​Truong H.T.T., Gao X., Shresthra B., Saxena N., Asokan N. & Nurmi, P., 2014. Comparing and Fusing Different Sensor Modalities for Relay Attack Resistance in Zero-Interaction Authentication. In Proceedings of the 12th International Conference on Pervasive Computing and Communications, IEEE PerCom'14. (pdf)
• ​​Peltonen E., Lagerspetz E., Nurmi, P. & Tarkoma S., 2015. Energy Modeling of System Settings: A Crowdsourced Approach. In Proceedings of the 13th International Conference on Pervasive Computing and Communications, IEEE PerCom'14. (pdf)
• ​​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. Toward Massive Scale Air Quality Monitoring. In  IEEE Communications Magazine. 58, 2, p. 54-59. (pdf)
s

2023

• ​​Motlagh, N.H., Kortoçi, P., Su, X., Lovén, L., Hoel, H.K., Haugsvær, S.B., Srivastava, V., Gulbrandsen, C.F., Nurmi, P. & Tarkoma, S., 2023. Unmanned Aerial Vehicles for Air Pollution Monitoring: A survey. In IEEE Internet of Things Journal.
• ​​Motlagh, N.H., Zaidan, M.A., Fung, P.L., Rebeiro-Hargrave, A., Irjala, M., Hussein, T., Petaja, T., Nurmi, P. & Tarkoma, S, 2023. Feasibility of Air Quality Monitoring from Transport Vehicles. In Proceedings of the 1st International Workshop on Advances in Environmental Sensing Systems for Smart Cities.
• ​​Motlagh, N.H., Zaidan, M.A., Lovén, L., Fung, P.L., Hänninen, T., Morabito, R., Nurmi, P. & Tarkoma, S., 2023. Digital Twins for Smart Spaces-Beyond IoT Analytics. In IEEE Internet of Things Journal.
• ​​Radeta, M., Rodrigues, C., Silva, F., Abreu, P., Pestana, J., Nguyen, N.T., Zuniga, A., Flores, H. & Nurmi, P., 2023. Lost in the Deep? Performance Evaluation of Dead Reckoning Techniques in Underwater Environments. In Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies..
• ​​Dar, F., Liyanage, M., Radeta, M., Yin, Z., Zuniga, A., Kosta, S., Tarkoma, S., Nurmi, P. & Flores, H., 2023. Upscaling Fog Computing in Oceans for Underwater Pervasive Data Science using Low-Cost Micro-Clouds. In ACM Transactions on Internet of Things.
• ​​Yin, Z., Liyanage, M., Zuniga, A., Nurmi, P. & Flores, H., Feb 2023. Hedgehog: Detecting Drink Spiking on Wearables. In ACM Workshop on Mobile Computing Systems and Applications.
• ​​Zaidan, M.A., Motlagh, N.H., Boor, B.E., Lu, D., Nurmi, P., Petäjä, T., Ding, A., Kulmala, M., Tarkoma, S. & Hussein, T., 2023. Virtual Sensors: Towards High-Resolution Air Pollution Monitoring using AI and IoT. In IEEE Internet of Things Magazine.

2022

• ​​Yin, Z., Liyanage, M., Ottun, A-R., Paul, S., Zuniga, A., Nurmi, P. & Flores, H., 2022. HIPPO: Pervasive Hand-Grip Estimation from Everyday Interactions. In Proceedings of ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies.
• ​​Zaidan, M. A., Xie, Y., Hossein Motlagh, N., Wang, B., Nie, W., Nurmi, P., Tarkoma, S., Petäjä, T., Ding, A. & Kulmala, M., 2022. Dense Air Quality Sensor Networks: Validation, Analysis and Benefit. In IEEE Sensors Journal.
• ​​Ottun, A-R., Mane, P. C., Yin, Z., Paul, S., Liyanage, M., Pridmore, J., Ding, A. Y., Sharma, R., Nurmi, P. & Flores, H., 2022. Social-aware Federated Learning: Challenges and Opportunities in Collaborative Data Training. In IEEE Internet Computing.
• ​​Shrestha, P., Truong, H., Toivonen, P., Saxena, N., Tarkoma, S. & Nurmi, P., 2022. Chirp-Loc: Multi-Factor Authentication via Acoustically-Generated Location Signatures. In Pervasive and Mobile Computing.
• ​​Peltonen, E., Ahmad, I., Aral, A., Capobianco, M., Ding, A. Y., Gil-Castineira, F., Gilman, E., Harjula, E., Jurmu, M., Karvonen, T., Kelanti, M., Leppänen, T., Lovén, L., Mikkonen, T., Mohan, N., Nurmi, P., Pirttikangas, S., Sroka, P., Tarkoma, S & Yang, T., 2022. The Many Faces of Edge Intelligence. In IEEE Access.
• ​​Hossein Motlagh, N., Loven, L., Cao, J., Liu, X., Nurmi, P., Dustdar, S., Tarkoma S., & Su X., 2022. Edge Computing: The Computing Infrastructure for the Smart Mega-cities of the Future. In Computer: IEEE Computer Society.
• ​​Zuniga, A., Hossein Motlagh, N., Flores, H. & Nurmi, P., 2022. Smart Plants: Low-Cost Solution for Monitoring Indoor Environments. In IEEE Internet of Things Journal.
• ​​Zuniga, A., Hossein Motlagh, N., Hoque, M. A., Tarkoma, S., Flores, H. & Nurmi, P., 2022. See No Evil: Discovering Covert Surveillance Devices using Thermal Imaging. In IEEE Pervasive Computing.
• ​​Kortoçi, P., Hossein Motlagh, N., Zaidan, M. A., Fung, P. L., Varjonen, S., Rebeiro-Hargrave, A., Niemi, J. V., Nurmi, P., Hussein, T., Petäjä, T., Kulmala, M. & Tarkoma, S., Mar 2022. Air Pollution Exposure Monitoring using Portable Low-cost Air Quality Sensors. In Smart Health. 23.
• ​​Liu, X., Kortoçi, P., Hossein Motlagh, N., Nurmi, P. & Tarkoma, S., Sep 2022. https://researchportal.helsinki.fi/en/publications/a-survey-of-covid-19-in-public-transportation-transmission-risk-m A Survey of COVID-19 in Public Transportation: Transmission Risk, Mitigation and Prevention. In Multimodal transportation. 1, 3, 51 p.
• ​​Radeta, M., Zuniga, A., Hossein Motlagh, N., Liyanage, M., Freitas, R., Youssef, M., Tarkoma, S., Flores, H. & Nurmi, P., May 2022. Deep Learning and the Oceans. In IEEE Computer Society. 55, 5, p. 39 - 50 12 p.
• ​​Aula, K., Lagerspetz, E., Nurmi, P. & Tarkoma, S., 2022. Evaluation of Low-Cost Air Quality Sensor Calibration Models. In ACM transactions on sensor networks.
• ​​Dar, F., Emenike, H., Yin, Z., Liyanage, M., Sharma, R., Zuniga, A., Hoque, M. A., Radeta, M., Nurmi, P. & Flores, H., 2022. The MIDAS Touch: Thermal Dissipation Resulting from Everyday Interactions as a Sensing Modality. In Pervasive and Mobile Computing Journal (PMC). Elsevier Science.
• ​​Hossein Motlagh, N., Irjala, M., Zuniga, A., Lagerspetz, E., Rantala, V., Flores, H., Nurmi, P. & Tarkoma, S., 2022. Toward Blue Skies: City-Scale Air Pollution Monitoring using UAVs. In IEEE Consumer Electronics Magazine. 7 p.
• ​​Yin, Z., Mayowa, O., Liyanage, M., Dar, F., Zuniga, A., Hossein Motlagh, N., Su, X., Tarkoma, S., Hui, P., Nurmi, P. & Flores, H., Mar 2022. Toward City-Scale Litter Monitoring using Autonomous Ground Vehicles. In IEEE Pervasive Computing. 20, 3, 10 p.

2021

• ​​Zhai, S., Tang, Z., Nurmi, P., Fang, D., Chen, X. & Wang, Z., 25 Nov 2021. RISE: Robust Wireless Sensing Using Probabilistic and Statistical Assessments. In MobiCom '21: Proceedings of the 27th Annual International Conference on Mobile Computing and Networking. ACM, p. 309–322.
• ​​Tonetto, L., Lagerspetz, E., Ding, A. Y., Ott, J., Tarkoma, S. & Nurmi, P., Feb 2021. The Mobility Laws of Location-Based Games. In EPJ Data Science. 10, 1, 19 p., 10.
• ​​Mikusz, M., Shaw, P., Davies, N., Nurmi, P., Clinch, S., Trotter, L., Elhart, I., Langheinrich, M. & Friday, A., Jan 2021. A Longitudinal Study of Pervasive Display Personalisation. In ACM Transactions on Computer - Human Interaction. 28, 1, 45 p., 2.
• ​​Emenike, H., Dar, F., Liyanage, M., Sharma, R., Zuniga, A., Hoque, M. A., Radeta, M., Nurmi, P. & Flores, H, 2021. Characterizing Everyday Objects using Human Touch: Thermal Dissipation as a Sensing Modality. In IEEE International Conference on Pervasive Computing and Communications (PerCom). IEEE, 8 p.
• ​​Flores, H., Zuniga Corrales, A., Tonetto, L., Braud, T., Hui, P., Li, Y., Tarkoma, S., Ammar, M. & Nurmi, P., 2021. Collaboration Stability: Quantifying the Success and Failure of Opportunistic Collaboration. In Computer : a publication of the IEEE Computer Society.
• ​​Hoque, M. A., Nurmi, P., Kumar, A., Varjonen, S., Song, J., Pecht, M. G. & Tarkoma, S., Nov 2021. Data Driven Analysis of Lithium-ion Battery Internal Resistance Towards Reliable State of Health Prediction. In Journal of Power Sources. 513.
• ​​Tu, Z., Cao, H., Lagerspetz, E., Fan, Y., Flores, H., Tarkoma, S., Nurmi, P. & Li, Y., 2021. Demographics of mobile app usage: long-term analysis of mobile app usage. In CCF Transactions on Pervasive Computing and Interaction . 3, p. 235–252 18 p.
• ​​Rinta-Homi, M., Hossein Motlagh, N., Zuniga Corrales, A., Flores, H. & Nurmi, P., Sep 2021. How Low Can You Go? Performance Trade-offs in Low-Resolution Thermal Sensors for Occupancy Detection: A Systematic Evaluation. In Proceedings of ACM on interactive, mobile, wearable and ubiquitous technologies. 5, 3, p. 1–22 23 p., 126.
• ​​Nguyen, N. T., Zuniga Corrales, A., Flores, H., Lee, H., Perrault, S. T. & Nurmi, P., Jun 2021. Intelligent Shifting Cues: Increasing the Awareness of Multi-Device Interaction Opportunities. In Proceedings of the 29th Conference on User Modeling, Adaptation and Personalization (UMAP). ACM , p. 213–223.
• ​​Concas, F., Mineraud, J., Lagerspetz, E., Varjonen, S., Liu, X., Puolamäki, K., Nurmi, P. & Tarkoma, S., May 2021. Low-Cost Outdoor Air Quality Monitoring and Sensor Calibration: A Survey and Critical Analysis. In ACM transactions on sensor networks. 17, 2, p. 1-44 44 p., 20.
• ​​Hossein Motlagh, N., Toivonen, P., Zaidan, M. A., Lagerspetz, E., Peltonen, E., Gilman, E., Nurmi, P. & Tarkoma, S., Nov 2021. Monitoring Social Distancing in Smart Spaces using Infrastructure-Based Sensors. In IEEE 7th World Forum on Internet of Things (WF-IoT 2021). IEEE, p. 124-129 6 p.
• ​​Bermejo Fernandez, C., Lee, L-H., Nurmi, P. & Hui, P., 2021,. PARA: Privacy Management and Control in Emerging IoT Ecosystems using Augmented Reality. In Proceedings of the 2021 International Conference on Multimodal Interaction (ICMI '21): Montréal, QC, Canada, October 2021. ACM.
• ​​Zuniga Corrales, A., Flores, H. & Nurmi, P., Jul 2021, . Ripe or Rotten? Low-Cost Produce Quality Estimation using Reflective Green Light Sensing. In IEEE Pervasive Computing. 20, 3, p. 60 - 67 8 p.
• ​​Bermejo Fernandez, C., Nurmi, P. & Hui, P., Oct 2021. Seeing is Believing? Effects of Visualization on Smart Device Privacy Perceptions. In MM '21: Proceedings of the 29th ACM International Conference on Multimedia. ACM , p. 4183–4192.
• ​​Hossein Motlagh, N., Zaidan, M. A., Fung, P. L., Lagerspetz, E., Aula, J. K., Varjonen, S., Siekkinen, M., Rebeiro-Hargrave, A., Petäjä, T., Matsumi, Y., Kulmala, M., Hussein, T., Nurmi, P. & Tarkoma, S., Sep 2021. Transit Pollution Exposure Monitoring using Low-Cost Wearable Sensors. In Transportation Research. Part D: Transport & Environment. 98, 17 p., 102981.
• ​​Pulkkinen, T., Nurminen, J. K. & Nurmi, P., Feb 2021. Understanding WiFi Cross-Technology Interference Detection in the Real World. In IEEE 40th International Conference on Distributed Computing Systems (ICDCS). IEEE Computer Society Conference Publishing Services, p. 954-964 11 p.

2020

• ​​Ren, J., Yuan, L., Nurmi, P., Wang, X., Ma, M., Gao, L., Tang, Z., Zheng, J. & Wang, Z., 2020. Camel: Smart, Adaptive Energy Optimization for Mobile Web Interactions. In IEEE Conference on Computer Communications (INFOCOM 2020). IEEE, p. 119-128.
• ​​Nguyen, N. T., Zuniga Corrales, A., Lee, H., Hui, P., Flores, H. & Nurmi, P., Jun 2020. (M)ad to see me?: Intelligent Advertisement Placement: Balancing User Annoyance and Advertising Effectiveness. In In: Proceedings of ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 4, 2, 26 p., 53.
• ​​Kumar, A., Hoque, M. A., Nurmi, P., Pecht, M. G., Tarkoma, S. & Song, J., 4 Mar 2020. Battery Health Estimation for IoT Devices using V-Edge Dynamics. In Proceedings of the 21st International Workshop on Mobile Computing Systems and Applications: HotMobile'2020. New York: ACM , p. 56-61 6 p.
• ​​Flores, H., Zuniga, A., Faghihi Berenjegani, F., Li, X., Hemminki, S., Tarkoma, S., Hui, P. & Nurmi, P., 2020. COSINE: Collaborator Selector for Cooperative Multi-Device Sensing and Computing. In IEEE International Conference on Pervasive Computing and Communications (PerCom). IEEE, 10 p.
• ​​Zeidan, A., Lagerspetz, E., Zhao, K., Nurmi, P., Tarkoma, S. & Vo, H., Sep 2020. GeoMatch: Efficient Large-Scale Map Matching on Apache Spark. In ACM/IMS Transactions on Data Science. 1, 3, 30 p., 21.
• ​​Rebeiro-Hargrave, A., Hossein Motlagh, N., Varjonen, S., Lagerspetz, E., Nurmi, P. & Tarkoma, S., Nov 2020. MegaSense: Cyber-Physical System for Real-time Urban Air Quality Monitoring. In 15th IEEE Conference on Industrial Electronics and Applications (ICIEA2020). IEEE, 6 p.
• ​​Kerber, F., Daiber, F., Kosmalla, F., Löchtefeld, M., Nurmi, P. & Mengual, M. Mobile and Wearable Interactions in the Retail Domain. In MobileHCI '20: 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services, 49, 1–3.
• ​​Flores, H., Zuniga Corrales, A., Hossein Motlagh, N., Liyanage, M., Passananti, M., Tarkoma, S., Youssef, M. & Nurmi, P., Jun 2020. PENGUIN: Aquatic Plastic Pollution Sensing using AUVs. In DroNet '20: Proceedings of the 6th ACM Workshop on Micro Aerial Vehicle Networks, Systems, and Applications. ACM , p. 1–6 5.
• ​​Hoque, M. A., Nurmi, P., Siekkinen, M., Hui, P. & Tarkoma, S., May 2020. The Bits of Silence: Redundant Traffic in VoIP. In MMSys '20: Proceedings of the 11th ACM Multimedia Systems Conference. New York: ACM, p. 1-14 14 p.
• ​​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. Toward Massive Scale Air Quality Monitoring. In  IEEE Communications Magazine. 58, 2, p. 54-59 6 p.

2019

• ​​Zuniga, A., Flores, H., Lagerspetz, E., Tarkoma, S., Manner, J., Hui, P. & Nurmi, P., 2019. Tortoise or Hare? Quantifying the Effects of Performance on Mobile App Retention. In Proceedings of the 2019 World Wide Web Conference (WWW’19), International World Wide Web Conferences Steering Committee, p. 2517-2528 12 p.
• ​​Hemminki, S., Kuribayashi, K., Konomi, SI., Nurmi, P. & Tarkoma, S., Aug 2019. Crowd Replication: Sensing-Assisted Quantification of Human Behaviour in Public Spaces. In ACM transactions on spatial algorithms and systems. 5, 3, 34 p., 15.
• ​​Flores, H., Nurmi, P. & Hui, P., 2019. AI on the Move From: From On-Device to On-Multi-Device. In IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops). IEEE, p. 310-315 6 p.
• ​​Tsiamitros, N., Pipelidis, G., Ustaoglu, E., Kienzler, R., Nurmi, P., Flores, H. & Prehofer, C. Cross-Device Radio Map Generation via Crowdsourcing. In International Conference on Indoor Positioning and Indoor Navigation (IPIN). IEEE, 8 p.
• ​​Flores, H., Hamberg, J., Li, X., Malmivirta, T., Zuniga, A., Lagerspetz, E. & Nurmi, P., Sep 2019. Estimating Energy Footprint using Thermal Imaging. In GetMobile : Mobile Computing and Communications. 23, 3, p. 5-8 4 p.
• ​​Flores, H., Hamberg, J., Li, X., Malmivirta, T., Zuniga, A., Lagerspetz, E. & Nurmi, P., 2019. Evaluating Energy-Efficiency using Thermal Imaging. In HotMobile '19: Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications. New York: ACM, p. 147-152 6 p.
• ​​Sigg, S., Lagerspetz, E., Peltonen, E., Nurmi, P. & Tarkoma, S., Apr 2019. Exploiting Usage to Predict Instantaneous App Popularity: Trend Filters and Retention Rates. In ACM Transactions on the Web. 13, 2, 25 p., 13.
• ​​Zeidan, A., Lagerspetz, E., Zhao, K., Nurmi, P., Tarkoma, S. & Vo, H., 2019. GeoMatch: Efficient Large-Scale Map Matching on Apache Spark. In Proceedings of the 2018 IEEE International Conference on Big Data, New York: IEEE, p. 384-391 8 p.
• ​​Malmivirta, T., Hamberg, J., Lagerspetz, E., Li, X., Peltonen, E., Flores, H. & Nurmi, P., 2019. Hot or Not? Robust and Accurate Continuous Thermal Imaging on FLIR cameras. In IEEE International Conference on Pervasive Computing and Communications (PerCom). IEEE, 9 p.
• ​​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. Indoor Air Quality Monitoring Using Infrastructure-Based Motion Detectors. In Proceedings: 2019 IEEE 17th International Conference on Industrial Informatics (INDIN). IEEE, Vol. 1. p. 902-907 6 p.
• ​​Shaw, P., Mikusz, M., Nurmi, P. & Davies, N., 2019. IoT Maps: Charting the Internet of Things. In HOTMOBILE '19: Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications. New York, NY: ACM, p. 105-110 6 p.
• ​​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. MegaSense: Feasibility of Low-Cost Sensors for Pollution Hot-spot Detection. In Proceedings: 2019 IEEE 17th International Conference on Industrial Informatics (INDIN). IEEE, Vol. 1. p. 1083-1090 8 p.
• ​​Lagerspetz, E., Hamberg, J., Li, X., Flores, H., Nurmi, P., Davies, N. & Helal, S., Nov 2019. Pervasive Data Science on the Edge. In IEEE Pervasive Computing. 18, 3, p. 40-48 9 p.

2018

• ​​Chang, L., Lu, J., Wang, J., Chen, X., Fang, D., Tang, Z., Nurmi, P. & Wang, Z., Sep 2018. SleepGuard: Capturing Rich Sleep Information Using Smartwatch Sensing Data. In Proceedings of ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 2, 3, 34 p., 98.
• ​​Zhang, J., Tang, Z., Li, M., Fang, D., Nurmi, P. T. & Wang, Z., Oct 2018. CrossSense: Towards Cross-Site and Large-Scale WiFi Sensing. In Proceedings of the 24th Annual International Conference on Mobile Computing and Networking : MobiCom'18. ACM.
• ​​Schaeffer, S. E., Garza, S. E., Espinosa, J. C., Urbina, S. C., Nurmi, P. & Cruz-Reyes, L., Mar 2018. A framework for informing consumers on the ecological impact of products at point of sale. In Behaviour & Information Technology. 37, 6, p. 607-621 15 p.
• ​​Flores, H., Hui, P., Nurmi, P., Lagerspetz, E., Tarkoma, S., Manner, J., Kostakos, V., Li, Y. & Su, X., Aug 2018. Evidence-Aware Mobile Computational Offloading. In IEEE Transactions on Mobile Computing. 17, 8, p. 1834-1850 17 p.
• ​​Youssef, M., Nurmi, P. & Xu, C., Jan 2018. Guest editorial: mobile computing support for geospatial systems. In Geoinformatica. 22, 1, p. 71-73 3 p.
• ​​Flores, H., Nurmi, P., Tarkoma, S. & Hui, P., 2018. Poster: MobilecloudSim: A context-aware simulation toolkit for mobile computational offloading. In 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.
• ​​Peltonen, E. E., Lagerspetz, E., Hamberg, J. C., Mehrotra, A., Musolesi, M., Nurmi, P. T. & Tarkoma, S. A. O., 2018. The hidden image of mobile apps: geographic, demographic, and cultural factors in mobile usage. In MobileHCI '18 Proceedings of the 20th International Conference on Human-Computer Interaction with Mobile Devices and Services . New York, NY: ACM, 12 p. 10.
• ​​Mikusz, M., Clinch, S., Shaw, P., Davies, N. & Nurmi, P. T., Feb 2018. Using Pervasive Displays to Aid Student Recall -Reflections on a Campus-Wide Trial. In Proceedings of the 7th ACM International Symposium on Pervasive Displays : PerDis'18, ACM, 8 p. 6.

Patents

• ​Hemminki, S., Nurmi, P. and Tarkoma, S., University of Helsinki, 2019. Generation of estimation for earth's gravity for use in measuring motion of an object. U.S. Patent 10,436,934.

De­part­ment of Com­puter Science
P.O. Box 68 (Pietari Kalmin katu 5)
FI-00014 University of Helsinki
FINLAND