John Krumm

Orcid: 0000-0003-4394-6704

According to our database1, John Krumm authored at least 111 papers between 1990 and 2024.

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Bibliography

2024
Mobility Data Science: Perspectives and Challenges.
ACM Trans. Spatial Algorithms Syst., June, 2024

Poly2Vec: Polymorphic Encoding of Geospatial Objects for Spatial Reasoning with Deep Neural Networks.
CoRR, 2024

Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Spatiotemporal Constraints.
CoRR, 2024

Estimating mobility distributions from uncertain roadside sensor datasets.
Proceedings of the 25th IEEE International Conference on Mobile Data Management, 2024

2023
HTF: Homogeneous Tree Framework for Differentially Private Release of Large Geospatial Datasets with Self-tuning Structure Height.
ACM Trans. Spatial Algorithms Syst., December, 2023

Towards Mobility Data Science (Vision Paper).
CoRR, 2023

Time-variant road network-based bridgelets.
Proceedings of the 24th IEEE International Conference on Mobile Data Management, 2023

2022
Spatial Gems 2022 Workshop Report: The 4th ACM SIGSPATIAL International Workshop on Spatial Gems.
ACM SIGSPATIAL Special, November, 2022

Mobility Data Science (Dagstuhl Seminar 22021).
Dagstuhl Reports, 2022

Reliable Geofence Activation with Sparse and Sporadic Location Measurements.
Proceedings of the 23rd IEEE International Conference on Mobile Data Management, 2022

Sensitivity Analysis of Personal Location Disclosure.
Proceedings of the 23rd IEEE International Conference on Mobile Data Management, 2022

Maximum entropy bridgelets for trajectory completion.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

The Brownian Bridge for Space-Time Interpolation.
Proceedings of the Spatial Gems, Volume 1, 2022

Speed Distribution from Normally Distributed Location Measurements.
Proceedings of the Spatial Gems, Volume 1, 2022

2021
Estimating Spread of Contact-Based Contagions in a Population Through Sub-Sampling.
Proc. VLDB Endow., 2021

Gaussian Process for Trajectories.
CoRR, 2021

HTF: Homogeneous Tree Framework for Differentially-Private Release of Location Data.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

Quantifying Intrinsic Value of Information of Trajectories.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

Brownian Bridge Interpolation for Human Mobility?
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

2020
The 2nd ACM SIGSPATIAL International Workshop on Spatial Gems: Spatial Gems 2020 workshop report.
ACM SIGSPATIAL Special, 2020

Computing value of spatiotemporal information.
Commun. ACM, 2020

<i>DeepMotions</i>: A Deep Learning System for Path Prediction Using Similar Motions.
IEEE Access, 2020

SemEval-2020 Task 7: Assessing Humor in Edited News Headlines.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

Noise Patterns in GPS Trajectories.
Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

Spatial Privacy Pricing: The Interplay between Privacy, Utility and Price in Geo-Marketplaces.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

Location Accuracy Estimates for Signal Fingerprinting.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

Stimulating Creativity with FunLines: A Case Study of Humor Generation in Headlines.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

2019
To Buy or Not to Buy: Computing Value of Spatiotemporal Information.
ACM Trans. Spatial Algorithms Syst., 2019

Spatial gems 2019 workshop report: The 1st ACM SIGSPATIAL International Workshop on Spatial Gems.
ACM SIGSPATIAL Special, 2019

Spatial gems: a new type of workshop at the SIGSPATIAL conference.
ACM SIGSPATIAL Special, 2019

"President Vows to Cut Hair": Dataset and Analysis of Creative Text Editing for Humorous Headlines.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Land Use Inference from Mobility Traces.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2019

An Interactive Map-based System for Visually Exploring and Cleaning GPS Traces.
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

Which One is Correct, The Map or The GPS Trace.
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

Understanding Context for Tasks and Activities.
Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, 2019

Traffic Updates: Saying a Lot While Revealing a Little.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
What Will You Do for the Rest of the Day?: An Approach to Continuous Trajectory Prediction.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

On the value of spatiotemporal information: principles and scenarios.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

SimilarMove: Similarity-based Prediction for Moving Object Future Path.
Proceedings of the 2nd ACM SIGSPATIAL Workshop on Prediction of Human Mobility, 2018

2017
Urban Impulses: Evoked Responses From Local Event Stimuli.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

Warming Up to Cold Start Personalization.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

Curious true facts about people and location.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications, 2017

Predicting taxi pickups in cities: which data sources should we use?
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

TweetCount: urban insights by counting tweets.
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

Filling the Blanks (hint: plural noun) for Mad Libs Humor.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Risk-Aware Planning: Methods and Case Study for Safer Driving Routes.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2015
Placer++: Semantic place labels beyond the visit.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communications, 2015

EVHomeShifter: evaluating intelligent techniques for using electrical vehicle batteries to shift when homes draw energy from the grid.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015

Eyewitness: identifying local events via space-time signals in twitter feeds.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Navigation made personal: inferring driving preferences from GPS traces.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

2014
6th ACM SIGSPATIAL International Workshop on Computational Transportation Science.
ACM SIGSPATIAL Special, 2014

Highlights from ACM SIGSPATIAL GIS 2013: the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems: (Orlando, Florida, November 5-8, 2013).
ACM SIGSPATIAL Special, 2014

Transit tomography using probabilistic time geography: planning routes without a road map.
J. Locat. Based Serv., 2014

2013
From destination prediction to route prediction.
J. Locat. Based Serv., 2013

Editorial.
J. Locat. Based Serv., 2013

Learning Likely Locations.
Proceedings of the User Modeling, Adaptation, and Personalization, 2013

Days of Our Lives: Assessing Day Similarity from Location Traces.
Proceedings of the User Modeling, Adaptation, and Personalization, 2013

Nobody likes Mondays: foreground detection and behavioral patterns analysis in complex urban scenes.
Proceedings of the 4th ACM/IEEE international workshop on Analysis and retrieval of tracked events and motion in imagery stream, 2013

Crowdphysics: Planned and Opportunistic Crowdsourcing for Physical Tasks.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

Placer: semantic place labels from diary data.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

2012
EarlyOff: using house cooling rates to save energy.
Proceedings of the BuildSys '12 Proceedings of the Fourth ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, 2012

Some help on the way: opportunistic routing under uncertainty.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

ACM SIGSPATIAL GIS Cup 2012.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

Trajectory-aware mobile search.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

Far Out: Predicting Long-Term Human Mobility.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Ubiquitous Advertising: The Killer Application for the 21st Century.
IEEE Pervasive Comput., 2011

Learning Time-Based Presence Probabilities.
Proceedings of the Pervasive Computing - 9th International Conference, 2011

Keynote: What to do with 100 million GPS points.
Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011

Understanding the importance of location, time, and people in mobile local search behavior.
Proceedings of the 13th Conference on Human-Computer Interaction with Mobile Devices and Services, 2011

PreHeat: controlling home heating using occupancy prediction.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

Trajectory Preprocessing.
Proceedings of the Computing with Spatial Trajectories, 2011

Trajectory Analysis for Driving.
Proceedings of the Computing with Spatial Trajectories, 2011

2010
Where will they turn: predicting turn proportions at intersections.
Pers. Ubiquitous Comput., 2010

Exploring end user preferences for location obfuscation, location-based services, and the value of location.
Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010

Detecting Road Intersections from GPS Traces.
Proceedings of the Geographic Information Science, 6th International Conference, 2010

Probabilistic modeling of traffic lanes from GPS traces.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

2009
A survey of computational location privacy.
Pers. Ubiquitous Comput., 2009

Guest Editors' Introduction: Content Sharing.
IEEE Pervasive Comput., 2009

Realistic Driving Trips For Location Privacy.
Proceedings of the Pervasive Computing, 7th International Conference, 2009

Hidden Markov map matching through noise and sparseness.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

From GPS traces to a routable road map.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

2008
User-Generated Content.
IEEE Pervasive Comput., 2008

Calibree: Calibration-Free Localization Using Relative Distance Estimations.
Proceedings of the Pervasive Computing, 2008

2007
UbiComp 2006 Workshops, Part 1.
IEEE Pervasive Comput., 2007

UbiComp 2006 Workshops, Part 2.
IEEE Pervasive Comput., 2007

Predestination: Where Do You Want to Go Today?
Computer, 2007

Driver Destination Models.
Proceedings of the User Modeling 2007, 11th International Conference, 2007

Inference Attacks on Location Tracks.
Proceedings of the Pervasive Computing, 2007

2006
Predestination: Inferring Destinations from Partial Trajectories.
Proceedings of the UbiComp 2006: Ubiquitous Computing, 2006

Trip Router with Individualized Preferences (TRIP): Incorporating Personalization into Route Planning.
Proceedings of the Proceedings, 2006

2005
Data Store Issues for Location-Based Services.
IEEE Data Eng. Bull., 2005

Computing location from ambient FM radio signals [commercial radio station signals].
Proceedings of the IEEE Wireless Communications and Networking Conference, 2005

Accuracy characterization for metropolitan-scale Wi-Fi localization.
Proceedings of the 3rd International Conference on Mobile Systems, 2005

Web-Enhanced GPS.
Proceedings of the Location- and Context-Awareness, First International Workshop, 2005

2004
Location-Aware Computing Comes of Age.
Computer, 2004

LOCADIO: Inferring Motion and Location from Wi-Fi Signal Strengths.
Proceedings of the 1st Annual International Conference on Mobile and Ubiquitous Systems (MobiQuitous 2004), 2004

The NearMe Wireless Proximity Server.
Proceedings of the UbiComp 2004: Ubiquitous Computing: 6th International Conference, 2004

2003
RightSPOT: A Novel Sense of Location for a Smart Personal Object.
Proceedings of the UbiComp 2003: Ubiquitous Computing, 2003

2002
SmartMoveX on a Graph - An Inexpensive Active Badge Tracker.
Proceedings of the UbiComp 2002: Ubiquitous Computing, 4th International Conference, Göteborg, Sweden, September 29, 2002

2000
Ubiquitous computing and the role of geometry.
IEEE Wirel. Commun., 2000

EasyLiving: Technologies for Intelligent Environments.
Proceedings of the Handheld and Ubiquitous Computing, Second International Symposium, 2000

Object Recognition for an Intelligent Room.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Wallflower: Principles and Practice of Background Maintenance.
Proceedings of the International Conference on Computer Vision, 1999

Object Recognition with Color Cooccurrence Histograms.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
Video occupant detection for airbag deployment.
Proceedings of the Proceedings Fourth IEEE Workshop on Applications of Computer Vision, 1998

1997
Vector quantized binary features for visual pose measurement.
Proceedings of the 1997 IEEE International Conference on Robotics and Automation, 1997

Object detection with vector quantized binary features.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996
Eigenfeatures for planar pose measurement of partially occluded objects.
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

1995
Texture Segmentation and Shape in the Same Image.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

1992
Shape from periodic texture using the spectrogram.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

1990
Local spatial frequency analysis of image texture.
Proceedings of the Third International Conference on Computer Vision, 1990


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