Publications

2015

Y.Ye, P. Nurmi, "Gestimator - Shape and Stroke Similarity Based Gesture Recognition", Proceedings of the 17th International Conference on Multimodal Interaction (ICMI), 2015.

I. Ahmed, Y. Ye, S. Bhattacharya, N. Asokan, G. Jacucci, P. Nurmi, S. Tarkoma, “Checksum Gestures: Continuous Gestures as an Out-of-Band Channel for Secure Pairing”, Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015), ACM, 2015

T. Pulkkinen, J. Verwijnen, P. Nurmi, "WiFi Positioning with Propagation-based Calibration", Poster at the 14th ACM/IEEE International Conference on Information Processing in Sensor Networks.

E. Peltonen, E. Lagerspetz, P. Nurmi, S. Tarkoma  "Energy Modeling of System Settings: A Crowdsourced Approach",  Proceedings of the 13th International Conference on Pervasive Computing and Communications (PerCom), IEEE, 2015 [Acceptance rate: 17.5%].

H. T. Truong, X. Gao, B. Shrestha, N. Saxena, N. Asokan, P. Nurmi, "Using Contextual Co-Presence to Strengthen Zero-Interaction Authentication: Design, Interaction and Usability", Pervasive and Mobile Computing.

S. Bhattacharya, H. Blunck, M. Kjaergaard, P. Nurmi, "Robust and Energy-Efficient Trajectory Tracking for Mobile Devices", IEEE Transactions on Mobile Computing (TMC), 2015.

2014

S. Hemminki, P. Nurmi, S. Tarkoma, "Gravity and Linear Acceleration Estimation on Mobile Devices",  Proceedings of the 11th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (Mobiquitous), Accepted for Publication, 2014 [Acceptance rate: 19.3%]

S. Gabrielli, P. Forbes, A. Jylhä, S. Wells, M. Sirén, S. Hemminki, P. Nurmi, R. Maimone, J. Masthoff, G. Jacucci, "Design Challenges in Motivating Change for Sustainable Urban Mobility", Computers and Human Behavior, Accepted for Publication, 2014

S.Bhattacharya, P. Nurmi, N. Hammerla, T. Plötz, "Using Unlabeled Data in a Sparse-coding Framework for Human Activity Recognition", Pervasive and Mobile Computing, Accepted for Publication, 2014.

H.T. T. Truong, E. Lagerspetz, P. Nurmi, A. J. Oliner, S. Tarkoma, N. Asokan, S. Bhattacharya, The Company You Keep: Measuring Mobile Malware Infection Rates and Identifying Inexpensive Predictors of Susceptibility to Infection, Proceedings of the 23rd international conference on World wide web (WWW), pp. 39 - 50, 2014.

Arxiv version available here

H. T. T. Truong, X. Gao, B. Shrestha, N. Saxena, N. Asokan, P. Nurmi, "Comparing and Fusing Different Sensor Modalities for Relay Attack Resistance in Zero-Interaction Authentication", Proceedings of the 12th International Conference on Pervasive Computing and Communications (PerCom), IEEE, 2014. Pre-print

P. Nurmi, A. Salovaara, A. Forsblom, F. Bohnert, P. Floréen, "PromotionRank: Ranking and Recommending Grocery Product Promotions Using Personal Shopping Lists" ACM Transactions on Interactive Intelligent Systems (TiiS) 4 (2014) 1 (April), Article 1.

2013

S. Bhattacharya, P. Nurmi, N. Hammerla, T. Plötz, Using Unlabeled Data in a Sparse-coding Framework for Human Activity Recognition, Arxiv pre-print, 2013

S. Hemminki, K. Zhao, A. Ding, M. Rannanjärvi, S. Tarkoma, P. Nurmi, "CoSense -- A Collaborative Sensing Platform for Mobile Devices", Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems (SenSys), 2013, Accepted for Publication (POSTER).

S. Hemminki, P. Nurmi, S. Tarkoma, Accelerometer-Based Transportation Mode Detection on Smartphones, Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems (SenSys), 2013, Accepted for Publication.

S. Hemminki, "Transportation Behavior Sensing using Smartphones", Adjunct Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing (Ubicomp), 2013 (Junior Doctoral Consortium)

A. Jylhä; P. Nurmi, M. Sirén, S. Hemminki. G.Jacucci, MatkaHupi: A Persuasive Mobile Application for Sustainable Mobility, Adjunct Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing (Ubicomp), 2013 (Poster)

R. Kirkham, A. Khan, S. Bhattacharya, N. Hammerla, S. Mellor, D. Roggen, T. Ploetz, "Automatic Correction of Annotation Boundaries in Activity Datasets by Class Separation Maximization", Proceedings of the International Workshop on Human Activity Sensing Corpus and its Application (HASCA)

S. Bhattacharya, S. Phithakkitnukoon, P. Nurmi, A. Klami, M. Veloso, C. Bento, "Gaussian Process-based Predictive Modeling for Bus Ridership", Proceedings of the 3rd International Workshop on Pervasive Urban Applications (PURBA)

2012

V. Lehtinen, A. Oulasvirta, A. Salovaara, P. Nurmi, "Dynamic Tactile Guidance for Visual Search Tasks", Proceedings of the 25th ACM Symposium on User Interface and Software Technology (UIST, October 2012, Cambridge, MA) [AICA]

A. Oulasvirta, A. Pihlajamaa, J. Perkiö, T. Vähakangas, D. Ray, N. Vainio, P. Myllymäki, T. Hasu, "Long-term Effects of Ubiquitous Surveillance at Home", Proceedings 14th International Conference on Ubiquitous Computing (Ubicomp), September, 2012.

M. B. Kjaergaard, P. Nurmi, "Challenges for Social Sensing using WiFi signals", Proceedings of the 1st ACM Workshop on Computational Social Science (in conjunction with MobiSys), June, 2012

S. Bhattacharya, P. Floréen, A. Forsblom, S. Hemminki, P. Myllymäki, P. Nurmi, T. Pulkkinen, A. Salovaara, "Ma$$iv€ - An Intelligent Mobile Grocery Assistant", Proc. 8th International Conference on Intelligent Environments (IE'12, June 2012, Guanajuato, Mexico). [AICA]

T. Pulkkinen, P. Nurmi, "AWESOM: Automatic Discrete Partitioning of Indoor Spaces for WiFi Fingerprinting", Proc. 10th International Conference on Pervasive Computing (Pervasive 2012, June 2012, Newcastle, UK), 271-288.

A. Forsblom, P. Nurmi, P. Åman, L. Liikkanen, "Out of the Bubble - Serendipitious Event Recommendations at an Urban Music Festival", Proc. 2012 International Conference on Intelligent User Interfaces (IUI'12, February 2012, Lisbon, Portugal), Poster, 253-256. [SoH]

T. Schwartz, G. Kahl, T. Pulkkinen, P. Nurmi, E. Dim, S. Applin, "2nd Workshop on Location Awareness for Mixed and Dual Reality (LAMDa)", Proc. 2012 International Conference on Intelligent User Interfaces (IUI'12, February 2012, Lisbon, Portugal), Workshop, 393-396. [EIT, AICA]

T. Vähäkangas, J. Pyykkö, "VisciPad: Peeking Into a Collaborative Creative Writing Project in Elementary School", Proc. 10th International Conference on Creating, Connecting and Collaborating through Computing (C5-12, January 2012, University of Southern California, CA). [Visci]

2011

S. Bhattacharya, "Enriching location information: an energy-efficient approach", Proc. 13th International Conference on Ubiquitous Computing, Doctoral Colloquium, (Ubicomp, September 2011, Beijing, PR China), 519-522.

S. Gehring, M. Löchtefeld, C. Magerkurth, P. Nurmi, F. Michahelles, "MobileHCI 2011 Workshop on Mobile Interaction in Retail Environments (MIRE)", Proc. 13th Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI 2011, August-September, 2011, Stockholm, Sweden), 729-731. [EIT]

T. Pulkkinen, T. Roos, P. Myllymäki, "Semi-supervised learning for WLAN positioning", Proc. International Conference on Artifical Neural Networks (ICANN, June 2011),Lecture Notes in Computer Science 6792, Springer-Verlag, 2011, 355-362.

S. Bhattacharya, T. Pulkkinen, P. Nurmi, A. Salovaara, "MONSTRE: A Mobile Navigation System for Retail Environments", Proc. International Workshop on Smart Mobile Applications (SmartApps, June 2011).

M. B. Kjaergaard, S. Bhattacharya, H. Blunck, P. Nurmi, "Energy-efficient Trajectory Tracking for Mobile Devices", Proc. 9th International Conference on Mobile Systems, Applications and Services (MobiSys, June-July, 2011), 307-320.

M. D. Kristensen, M. B. Kjaergaard, T. Toftkjaer, S. Bhattacharya, P. Nurmi, "Improving pervasive positioning through three-tier cyber foraging", Proc. 1st IEEE PerCom Workshop on Pervasive Communities and Service Clouds (PerCoSC, March 2011), 135-140.

G. Kahl, T. Schwartz, P. Nurmi, B. Brandherm, E. Dim, A. Forsblom, "IUI 2011 Workshop on Location Awareness for Mixed and Dual Reality (LAMDa)", Proc. 2011 Conference on Intelligent User Interfaces (IUI, Palo Alto, CA, February 2011), 2011, 477-478.

P. Nurmi, A. Salovaara, S. Bhattacharya, T. Pulkkinen, G. Kahl: "Influence of landmark-based navigation instructions on user attention in indoor smart spaces". Proc 2011 Conference on Intelligent User Interfaces (IUI, Palo Alto, CA, February, 2011), 2011, 33-42.

2010

L. Du, W. Buntine, P. Nurmi: "Bayesian networks on Dirichlet distributed vectors". Proc. 5th European Workshop on Probabilistic Graphical Models (PGM, Helsinki, Finland, September 2010), 2010, 33-40.

P. Nurmi, S. Bhattacharya, J. Kukkonen: "A grid-based algorithm for on-device GSM positioning." Proc. 12th ACM International Conference on Ubiquitous Computing (Ubicomp, Copenhagen, Denmark, September 2010). ACM Press, 2010, 227-236.

2009

J. Kukkonen, E. Lagerspetz, P. Nurmi and M. Andersson: “BeTelGeuse: A Platform for Gathering and Processing Situational Data.” IEEE Pervasive Computing 8 (2009), 49–56.

P. Nurmi, A. Forsblom and P. Floréen: “Grocery Product Recommendations from Natural Language Inputs.” Proc. 1st and 17th International Conference on User Modeling, Adaptation and Personalization (UMAP 2009 , Trento, Italy, June 2009), Lecture Notes in Computer Science 5535, Springer-Verlag, Berlin, 2009, 235-246.

A. Forsblom, P. Nurmi, P. Floréen, P. Peltonen and P. Saarikko: “Massive - An Intelligent Shopping Assistant.” Proc. Workshop on Personalization in Mobile and Pervasive Computing in conjunction with UMAP 2009 (Trento, Italy, June 2009).

P. Nurmi, A. Forsblom, P. Floréen, P. Peltonen, P. Saarikko: “Predictive Text Input in a Mobile Shopping Assistant: Methods and Interface Design.” Proc. 13th International Conference on Intelligent User Interfaces (IUI, Sanibel Island, Florida,February 2009), 435–438.

For older publications, please see the homepage of the former Adaptive Computing research group: https://www.hiit.fi/adapc/publications

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