Petteri Nurmi

Orcid: 0000-0001-8262-6434

Affiliations:
  • University of Helsinki


According to our database1, Petteri Nurmi authored at least 139 papers between 2004 and 2024.

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Bibliography

2024
Man and the Machine: Effects of AI-assisted Human Labeling on Interactive Annotation of Real-time Video Streams.
ACM Trans. Interact. Intell. Syst., June, 2024

The Price is Right? The Economic Value of Sharing Sensors.
IEEE Trans. Comput. Soc. Syst., June, 2024

Estimating Black Carbon Levels With Proxy Variables and Low-Cost Sensors.
IEEE Internet Things J., May, 2024

Digital Twins for Smart Spaces - Beyond IoT Analytics.
IEEE Internet Things J., January, 2024

Smart Plants on Wheels: Enhancing Indoor Productivity Using Smart Plants and Autonomous Ground Drones.
IEEE Pervasive Comput., 2024

Life is Plastic? Detecting the Presence of Micro-Plastics in Food and Drink Containers.
Proceedings of the 25th International Workshop on Mobile Computing Systems and Applications, 2024

SEAGULL: Low-Cost Pervasive Sensing for Monitoring and Analysing Underwater Plastics.
Proceedings of the Ninth IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2024

LIZARD: Pervasive Sensing for Autonomous Plastic Litter Monitoring.
Proceedings of the Ninth IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2024

2023
Upscaling Fog Computing in Oceans for Underwater Pervasive Data Science Using Low-Cost Micro-Clouds.
ACM Trans. Internet Things, May, 2023

Virtual Sensors: Toward High-Resolution Air Pollution Monitoring using AI and IoT.
IEEE Internet Things Mag., March, 2023

Chirp-Loc: Multi-factor authentication via acoustically-generated location signatures.
Pervasive Mob. Comput., January, 2023

Unmanned Aerial Vehicles for Air Pollution Monitoring: A Survey.
IEEE Internet Things J., 2023

Social-Aware Federated Learning: Challenges and Opportunities in Collaborative Data Training.
IEEE Internet Comput., 2023

Lost in the Deep?: Performance Evaluation of Dead Reckoning Techniques in Underwater Environments.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023

Toward Blue Skies: City-Scale Air Pollution Monitoring Using UAVs.
IEEE Consumer Electron. Mag., 2023

Hedgehog: Detecting Drink Spiking on Wearables.
Proceedings of the 24th International Workshop on Mobile Computing Systems and Applications, 2023

Feasibility of Air Quality Monitoring from Transport Vehicles.
Proceedings of the 1st International Workshop on Advances in Environmental Sensing Systems for Smart Cities, 2023

2022
Evaluation of Low-cost Air Quality Sensor Calibration Models.
ACM Trans. Sens. Networks, November, 2022

See No Evil: Discovering Covert Surveillance Devices Using Thermal Imaging.
IEEE Pervasive Comput., 2022

Toward City-Scale Litter Monitoring Using Autonomous Ground Vehicles.
IEEE Pervasive Comput., 2022

The MIDAS touch: Thermal dissipation resulting from everyday interactions as a sensing modality.
Pervasive Mob. Comput., 2022

Smart Plants: Low-Cost Solution for Monitoring Indoor Environments.
IEEE Internet Things J., 2022

HIPPO: Pervasive Hand-Grip Estimation from Everyday Interactions.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

Thermal Dissipation Resulting from Everyday Interactions as a Sensing Modality - The MIDAS Touch.
CoRR, 2022

Deep Learning and the Oceans.
Computer, 2022

Edge Computing: The Computing Infrastructure for the Smart Megacities of the Future.
Computer, 2022

Collaboration Stability: Quantifying the Success and Failure of Opportunistic Collaboration.
Computer, 2022

The Many Faces of Edge Intelligence.
IEEE Access, 2022

2021
Low-Cost Outdoor Air Quality Monitoring and Sensor Calibration: A Survey and Critical Analysis.
ACM Trans. Sens. Networks, 2021

A Longitudinal Study of Pervasive Display Personalisation.
ACM Trans. Comput. Hum. Interact., 2021

Ripe or Rotten? Low-Cost Produce Quality Estimation Using Reflective Green Light Sensing.
IEEE Pervasive Comput., 2021

Toward Large-Scale Autonomous Marine Pollution Monitoring.
IEEE Internet Things Mag., 2021

How Low Can You Go?: Performance Trade-offs in Low-Resolution Thermal Sensors for Occupancy Detection: A Systematic Evaluation.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

The mobility laws of location-based games.
EPJ Data Sci., 2021

Demographics of mobile app usage: long-term analysis of mobile app usage.
CCF Trans. Pervasive Comput. Interact., 2021

Monitoring Social Distancing in Smart Spaces using Infrastructure-Based Sensors.
Proceedings of the 7th IEEE World Forum on Internet of Things, 2021

Intelligent Shifting Cues: Increasing the Awareness of Multi-Device Interaction Opportunities.
Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization, 2021

Characterizing Everyday Objects using Human Touch: Thermal Dissipation as a Sensing Modality.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications, 2021

RISE: robust wireless sensing using probabilistic and statistical assessments.
Proceedings of the ACM MobiCom '21: The 27th Annual International Conference on Mobile Computing and Networking, 2021

Seeing is Believing?: Effects of Visualization on Smart Device Privacy Perceptions.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

PARA: Privacy Management and Control in Emerging IoT Ecosystems using Augmented Reality.
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

2020
GeoMatch: Efficient Large-scale Map Matching on Apache Spark.
Trans. Data Sci., 2020

(M)ad to See Me?: Intelligent Advertisement Placement: Balancing User Annoyance and Advertising Effectiveness.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

Toward Large-Scale Autonomous Monitoring and Sensing of Underwater Pollutants.
CoRR, 2020

Smart, Adaptive Energy Optimization for Mobile Web Interactions.
CoRR, 2020

Toward Massive Scale Air Quality Monitoring.
IEEE Commun. Mag., 2020

Battery Health Estimation for IoT Devices using V-Edge Dynamics.
Proceedings of the HotMobile '20: The 21st International Workshop on Mobile Computing Systems and Applications, 2020

COSINE: Collaborator Selector for Cooperative Multi-Device Sensing and Computing.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications, 2020

PENGUIN: aquatic plastic pollution sensing using AUVs.
Proceedings of the DroNet@MobiSys 2020: Proceedings of the 6th ACM Workshop on Micro Aerial Vehicle Networks, 2020

The bits of silence: redundant traffic in VoIP.
Proceedings of the 11th ACM Multimedia Systems Conference, 2020

Mobile and Wearable Interactions in the Retail Domain.
Proceedings of the MobileHCI '20: 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services: Expanding the Horizon of Mobile Interaction, 2020

Camel: Smart, Adaptive Energy Optimization for Mobile Web Interactions.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Understanding WiFi Cross-Technology Interference Detection in the Real World.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

2019
Exploiting Usage to Predict Instantaneous App Popularity: Trend Filters and Retention Rates.
ACM Trans. Web, 2019

Crowd Replication: Sensing-Assisted Quantification of Human Behavior in Public Spaces.
ACM Trans. Spatial Algorithms Syst., 2019

Estimating Energy Footprints Using Thermal Imaging.
GetMobile Mob. Comput. Commun., 2019

Pervasive Data Science on the Edge.
IEEE Pervasive Comput., 2019

A Gap Analysis of Low-Cost Outdoor Air Quality Sensor In-Field Calibration.
CoRR, 2019

Tortoise or Hare? Quantifying the Effects of Performance on Mobile App Retention.
Proceedings of the World Wide Web Conference, 2019

IoT Maps: Charting the Internet of Things.
Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications, 2019

Evaluating Energy-Efficiency using Thermal Imaging.
Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications, 2019

Hot or Not? Robust and Accurate Continuous Thermal Imaging on FLIR cameras.
Proceedings of the 2019 IEEE International Conference on Pervasive Computing and Communications, 2019

AI-Powered Multi-Device Systems and Applications.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

AI on the Move: From On-Device to On-Multi-Device.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

Cross-Device Radio Map Generation via Crowdsourcing.
Proceedings of the 2019 International Conference on Indoor Positioning and Indoor Navigation, 2019

Indoor Air Quality Monitoring Using Infrastructure-Based Motion Detectors.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

MegaSense: Feasibility of Low-Cost Sensors for Pollution Hot-spot Detection.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

2018
Evidence-Aware Mobile Computational Offloading.
IEEE Trans. Mob. Comput., 2018

SleepGuard: Capturing Rich Sleep Information Using Smartwatch Sensing Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Guest editorial: mobile computing support for geospatial systems.
GeoInformatica, 2018

A framework for informing consumers on the ecological impact of products at point of sale.
Behav. Inf. Technol., 2018

Using Pervasive Displays to Aid Student Recall -Reflections on a Campus-Wide Trial.
Proceedings of the 7th ACM International Symposium on Pervasive Displays, 2018

Pervasive Communities in the Internet of People.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

CrossSense: Towards Cross-Site and Large-Scale WiFi Sensing.
Proceedings of the 24th Annual International Conference on Mobile Computing and Networking, 2018

The hidden image of mobile apps: geographic, demographic, and cultural factors in mobile usage.
Proceedings of the 20th International Conference on Human-Computer Interaction with Mobile Devices and Services, 2018

Tacita: A Privacy Preserving Public Display Personalisation Service.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

MobileCloudSim: A Context-aware Simulation Toolkit for Mobile Computational Offloading.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

2017
Large-scale offloading in the Internet of Things.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

2016
Where Has My Battery Gone?: A Novel Crowdsourced Solution for Characterizing Energy Consumption.
IEEE Pervasive Comput., 2016

Constella: Crowdsourced system setting recommendations for mobile devices.
Pervasive Mob. Comput., 2016

Sovereignty of the Apps: There's more to Relevance than Downloads.
CoRR, 2016

Collaborative and Energy-Efficient Speech Monitoring on Smart Devices.
Computer, 2016

An empirical study on the regularity of route mobility.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

Quantitative evaluation of public spaces using crowd replication.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

Too big to mail: On the way to publish large-scale mobile analytics data.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
Robust and Energy-Efficient Trajectory Tracking for Mobile Devices.
IEEE Trans. Mob. Comput., 2015

Energy modeling of system settings: A crowdsourced approach.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communications, 2015

WiFi positioning with propagation-based calibration.
Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

Gestimator: Shape and Stroke Similarity Based Gesture Recognition.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

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, 2015

2014
PromotionRank: Ranking and Recommending Grocery Product Promotions Using Personal Shopping Lists.
ACM Trans. Interact. Intell. Syst., 2014

Using unlabeled data in a sparse-coding framework for human activity recognition.
Pervasive Mob. Comput., 2014

Design challenges in motivating change for sustainable urban mobility.
Comput. Hum. Behav., 2014

The company you keep: mobile malware infection rates and inexpensive risk indicators.
Proceedings of the 23rd International World Wide Web Conference, 2014

Comparing and fusing different sensor modalities for relay attack resistance in Zero-Interaction Authentication.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2014

Long-term monitoring of human mobility on smartphones.
Proceedings of the 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, 2014

Gravity and linear acceleration estimation on mobile devices.
Proceedings of the 11th International Conference on Mobile and Ubiquitous Systems: Computing, 2014

2013
CoSense: a collaborative sensing platform for mobile devices.
Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

Accelerometer-based transportation mode detection on smartphones.
Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

PeTRE: workshop on pervasive technologies in retail environments.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

MatkaHupi: a persuasive mobile application for sustainable mobility.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Gaussian process-based predictive modeling for bus ridership.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

2012
Dynamic tactile guidance for visual search tasks.
Proceedings of the 25th Annual ACM Symposium on User Interface Software and Technology, 2012

AWESOM: Automatic Discrete Partitioning of Indoor Spaces for WiFi Fingerprinting.
Proceedings of the Pervasive Computing - 10th International Conference, 2012

2nd workshop on location awareness for mixed and dual reality (LaMDa'12).
Proceedings of the 17th International Conference on Intelligent User Interfaces, 2012

Out of the bubble: serendipitous even recommendations at an urban music festival.
Proceedings of the 17th International Conference on Intelligent User Interfaces, 2012

Ma$$iv€ - An Intelligent Mobile Grocery Assistant.
Proceedings of the 2012 Eighth International Conference on Intelligent Environments, 2012

2011
Improving pervasive positioning through three-tier cyber foraging.
Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011

Energy-efficient trajectory tracking for mobile devices.
Proceedings of the 9th International Conference on Mobile Systems, 2011

Workshop on mobile interaction in retail environments (MIRE).
Proceedings of the 13th Conference on Human-Computer Interaction with Mobile Devices and Services, 2011

Influence of landmark-based navigation instructions on user attention in indoor smart spaces.
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

IUI 2011 workshop on location awareness for mixed and dual reality (LAMDa).
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

2010
A grid-based algorithm for on-device GSM positioning.
Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010

2009
Identifying Meaningful Places.
PhD thesis, 2009

BeTelGeuse: A Platform for Gathering and Processing Situational Data.
IEEE Pervasive Comput., 2009

Grocery Product Recommendations from Natural Language Inputs.
Proceedings of the User Modeling, 2009

Ma$$ive ─ An Intelligent Shopping Assistant.
Proceedings of the Workshop on Personalization in Mobile and Pervasive Computing, 2009

Mobile Living Labs 09: Methods and Tools for Evaluation in the Wild: http://mll09.novay.nl.
Proceedings of the 11th Conference on Human-Computer Interaction with Mobile Devices and Services, 2009

Predictive text input in a mobile shopping assistant: methods and interface design.
Proceedings of the 14th International Conference on Intelligent User Interfaces, 2009

2008
Product retrieval for grocery stores.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Identifying Meaningful Places: The Non-parametric Way.
Proceedings of the Pervasive Computing, 2008

Capricorn - an intelligent user interface for mobile widgets.
Proceedings of the 10th Conference on Human-Computer Interaction with Mobile Devices and Services, 2008

Capricorn: an intelligent interface for mobile widgets.
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

Natural language retrieval of grocery products.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

SerPens: a tool for semantically enriched location information on personal devices.
Proceedings of the 3rd International ICST Conference on Body Area Networks, 2008

2007
Reinforcement Learning for Routing in Ad Hoc Networks.
Proceedings of the 5th International Symposium on Modeling and Optimization in Mobile, 2007

Perseus - A Personalized Reputation System.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

BeTelGeuse: a tool for Bluetooth data gathering.
Proceedings of the 2nd International ICST Conference on Body Area Networks, 2007

A Comparative Analysis of Personalization Techniques for a Mobile Application.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

2006
A System for Context-Dependent User Modeling.
Proceedings of the On the Move to Meaningful Internet Systems 2006: OTM 2006 Workshops, 2006

Identifying meaningful locations.
Proceedings of the 3rd Annual International ICST Conference on Mobile and Ubiquitous Systems: Computing, 2006

A Generic Large Scale Simulator for Ubiquitous Computing.
Proceedings of the 3rd Annual International ICST Conference on Mobile and Ubiquitous Systems: Computing, 2006

A Bayesian framework for online reputation systems.
Proceedings of the Advanced International Conference on Telecommunications and International Conference on Internet and Web Applications and Services (AICT/ICIW 2006), 2006

2005
A Framework for Distributed Activity Recognition in Ubiquitous Systems.
Proceedings of the 2005 International Conference on Artificial Intelligence, 2005

Contextual Personalization of a Mobile Multimodal Application.
Proceedings of The 2005 International Conference on Internet Computing, 2005

A Framework for Context Reasoning Systems.
Proceedings of the IASTED International Conference on Software Engineering, 2005

An Architecture to Enable Remote Context Reasoning.
Proceedings of the 2005 International Conference on Pervasive Systems and Computing, 2005

An Architecture for Distributed Agent-Based Data Preprocessing.
Proceedings of the Autonomous Intelligent Systems: Agents and Data Mining, 2005

2004
Modelling routing in wireless ad hoc networks with dynamic Bayesian games.
Proceedings of the First Annual IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks, 2004


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