Lars Kulik

Orcid: 0000-0003-3357-736X

Affiliations:
  • University of Melbourne, School of Computing and Information Systems, Australia


According to our database1, Lars Kulik authored at least 167 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Fast, accurate and explainable time series classification through randomization.
Data Min. Knowl. Discov., 2024

2023
An active foveated gaze prediction algorithm based on a Bayesian ideal observer.
Pattern Recognit., November, 2023

Ad-hoc platoon formation and dissolution strategies for multi-lane highways.
J. Intell. Transp. Syst., March, 2023

Efficient Cost Modeling of Space-filling Curves.
CoRR, 2023

Efficient Index Learning via Model Reuse and Fine-tuning.
Proceedings of the 39th IEEE International Conference on Data Engineering, ICDE 2023, 2023

Efficiently Learning Spatial Indices.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022
An Online Unsupervised Dynamic Window Method to Track Repeating Patterns From Sensor Data.
IEEE Trans. Cybern., 2022

Shape-Sphere: A metric space for analysing time series by their shape.
Inf. Sci., 2022

Optimizing crowdsourced delivery routes through concurrent selection of pickup stores and drivers.
Proceedings of the 15th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2022

2021
Preserving Privacy in the Internet of Connected Vehicles.
IEEE Trans. Intell. Transp. Syst., 2021

A differentially private algorithm for range queries on trajectories.
Knowl. Inf. Syst., 2021

Fast, Accurate and Interpretable Time Series Classification Through Randomization.
CoRR, 2021

A Lazy Approach for Efficient Index Learning.
CoRR, 2021

A Transferable Technique for Detecting and Localising Segments of Repeating Patterns in Time series.
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
Privacy- and Context-aware Release of Trajectory Data.
ACM Trans. Spatial Algorithms Syst., 2020

The Impact of Flexible Platoon Formation Operations.
IEEE Trans. Intell. Veh., 2020

Conference report: The 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2019): Chicago, Illinois, USA, November 5-8, 2019.
ACM SIGSPATIAL Special, 2020

Effectively Learning Spatial Indices.
Proc. VLDB Endow., 2020

Optimal route planning for stochastic time-dependent hitchhiker's problem.
J. Locat. Based Serv., 2020

TGM: A Generative Mechanism for Publishing Trajectories With Differential Privacy.
IEEE Internet Things J., 2020

PRESS: A personalised approach for mining top-k groups of objects with subspace similarity.
Data Knowl. Eng., 2020

GeoPrune: Efficiently Matching Trips in Ride-sharing Through Geometric Properties.
Proceedings of the SSDBM 2020: 32nd International Conference on Scientific and Statistical Database Management, 2020

Optimal visual search based on a model of target detectability in natural images.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Fast and Accurate Time Series Classification Through Supervised Interval Search.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Highly Efficient and Scalable Multi-hop Ride-sharing.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

2019
Protecting privacy for distance and rank based group nearest neighbor queries.
World Wide Web, 2019

Congestion-Aware Ride-Sharing.
ACM Trans. Spatial Algorithms Syst., 2019

Generating traffic data for any city using SMARTS simulator.
ACM SIGSPATIAL Special, 2019

An effective and versatile distance measure for spatiotemporal trajectories.
Data Min. Knowl. Discov., 2019

GeoPrune: Efficiently Finding Shareable Vehicles Based on Geometric Properties.
CoRR, 2019

Differentially Private Streaming to Untrusted Edge Servers in Intelligent Transportation System.
Proceedings of the 18th IEEE International Conference On Trust, 2019

Characteristics of Local Intrinsic Dimensionality (LID) in Subspaces: Local Neighbourhood Analysis.
Proceedings of the Similarity Search and Applications - 12th International Conference, 2019

LiftSmart: a monitoring and warning wearable for weight trainers.
Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

Quantifying the Impact of Autonomous Vehicles using Microscopic Simulations.
Proceedings of the 12th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2019

2018
Efficient Computation of the Optimal Accessible Location for a Group of Mobile Agents.
ACM Trans. Spatial Algorithms Syst., 2018

Publishing spatial histograms under differential privacy.
Proceedings of the 30th International Conference on Scientific and Statistical Database Management, 2018

An Automated Matrix Profile for Mining Consecutive Repeats in Time Series.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Continuous Obstructed Detour Queries.
Proceedings of the 10th International Conference on Geographic Information Science, 2018

Studying transportation problems with the SMARTS simulator (demo paper).
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Activity-based ride-sharing in action (demo paper).
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Finding All Nearest Neighbors with a Single Graph Traversal.
Proceedings of the Database Systems for Advanced Applications, 2018

2017
Geosensor Networks, Formal Foundations.
Proceedings of the Encyclopedia of GIS., 2017

SMARTS: Scalable Microscopic Adaptive Road Traffic Simulator.
ACM Trans. Intell. Syst. Technol., 2017

Optimal Pick up Point Selection for Effective Ride Sharing.
IEEE Trans. Big Data, 2017

A Simulation Study of Emergency Vehicle Prioritization in Intelligent Transportation Systems.
Proceedings of the 85th IEEE Vehicular Technology Conference, 2017

Challenges of Differentially Private Release of Data Under an Open-world Assumption.
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

A Fast and Accurate Index Structure for Spatiotemporal Trajectories.
Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2017

From Ride-Sourcing to Ride-Sharing through Hot-Spots.
Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2017

The Hitchhiker's Guide to the Optimal Route Planning.
Proceedings of the 18th IEEE International Conference on Mobile Data Management, 2017

Ride-sharing is About Agreeing on a Destination.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

2016
Privacy-Aware Dynamic Ride Sharing.
ACM Trans. Spatial Algorithms Syst., 2016

Spatial Consensus Queries in a Collaborative Environment.
ACM Trans. Spatial Algorithms Syst., 2016

SleepExplorer: a visualization tool to make sense of correlations between personal sleep data and contextual factors.
Pers. Ubiquitous Comput., 2016

Group meetup in the presence of obstacles.
Inf. Syst., 2016

Detecting unseen anomalies in weight training exercises.
Proceedings of the 28th Australian Conference on Computer-Human Interaction, 2016

Real Time Autonomous Point of Interest Mining through Ambient Smartphone Sensing.
Proceedings of the 13th International Conference on Mobile and Ubiquitous Systems: Computing, 2016

Mining city-wide encounters in real-time.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

Location privacy for group meetups.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

On the effectiveness of removing location information from trajectory data for preserving location privacy.
Proceedings of the 9th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2016

Automatic Generation and Validation of Road Maps from GPS Trajectory Data Sets.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Not For Me: Older Adults Choosing Not to Participate in a Social Isolation Intervention.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

Trip Planning Queries for Subgroups in Spatial Databases.
Proceedings of the Databases Theory and Applications, 2016

2015
Automatically recognizing places of interest from unreliable GPS data using spatio-temporal density estimation and line intersections.
Pervasive Mob. Comput., 2015

Robust inferences of travel paths from GPS trajectories.
Int. J. Geogr. Inf. Sci., 2015

The CASE histogram: privacy-aware processing of trajectory data using aggregates.
GeoInformatica, 2015

Efficient mining of platoon patterns in trajectory databases.
Data Knowl. Eng., 2015

A Unified Framework for Authenticating Privacy Preserving Location Based Services.
Proceedings of the Second International ACM Workshop on Managing and Mining Enriched Geo-Spatial Data, 2015

Designing Intelligent Sleep Analysis Systems for Automated Contextual Exploration on Personal Sleep-Tracking Data.
Proceedings of the New Frontiers in Artificial Intelligence, 2015

How private can i be among public users?
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015

Combining range-based and range-free methods: a unified approach for localization.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Trajectory inference for mobile devices using connected cell towers.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Optimal mobile facility localization.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Efficient Computation of Trips with Friends and Families.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

PrivacyPalisade: Evaluating app permissions and building privacy into smartphones.
Proceedings of the 10th International Conference on Information, 2015

2014
The min-dist location selection and facility replacement queries.
World Wide Web, 2014

GeoPrivacy 2014 workshop report: the First ACM SIGSPATIAL International Workshop on Privacy in Geographic Information Collection and Analysis, Dallas, Texas, USA - November 4, 2014.
ACM SIGSPATIAL Special, 2014

Exploring ambient technology for connecting hospitalised children with school and home.
Int. J. Hum. Comput. Stud., 2014

Protection of sensitive trajectory datasets through spatial and temporal exchange.
Proceedings of the Conference on Scientific and Statistical Database Management, 2014

Efficient Matching of Substrings in Uncertain Sequences.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Is this you?: identifying a mobile user using only diagnostic features.
Proceedings of the 13th International Conference on Mobile and Ubiquitous Multimedia, 2014

A context-aware do-not-disturb service for mobile devices.
Proceedings of the 13th International Conference on Mobile and Ubiquitous Multimedia, 2014

A simple localization system for ad-hoc indoor meetings through wireless connection points.
Proceedings of the 13th International Conference on Mobile and Ubiquitous Multimedia, 2014

Protecting mobile users from visual privacy attacks.
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

Location Oblivious Privacy Protection for Group Nearest Neighbor Queries.
Proceedings of the Geographic Information Science - 8th International Conference, 2014

Euler histogram tree: a spatial data structure for aggregate range queries on vehicle trajectories.
Proceedings of the IWCTS 2014, 2014

Group nearest neighbor queries in the presence of obstacles.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

Spatio-temporal trajectory simplification for inferring travel paths.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

Travel distance versus navigation complexity: a study on different spatial queries on road networks.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Tell Me What You Want and I Will Tell Others Where You Have Been.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Captioned photographs in psychosocial aged care: relationship building and boundary work.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

An Authorised Pseudonym System for Privacy Preserving Location Proof Architectures.
Proceedings of the Twelfth Australasian Information Security Conference, 2014

2013
Countering overlapping rectangle privacy attack for moving kNN queries.
Inf. Syst., 2013

Opportunistic sampling-based query processing in wireless sensor networks.
GeoInformatica, 2013

Group Trip Planning Queries in Spatial Databases.
Proceedings of the Advances in Spatial and Temporal Databases, 2013

Mobile ambient presence.
Proceedings of the Augmentation, Application, Innovation, Collaboration, OzCHI '13, Adelaide, Australia - November 25, 2013

A k-leader fuel-efficient traffic model.
Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

Optimal traffic merging strategy for communication- and sensor-enabled vehicles.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

K-coverage in regular deterministic sensor deployments.
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

Mining Probabilistic Frequent Spatio-Temporal Sequential Patterns with Gap Constraints from Uncertain Databases.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Protecting privacy for group nearest neighbor queries with crowdsourced data and computing.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Older adults as digital content producers.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

2012
ISA 2011 Workshop Report: a report on the Third International Workshop on Indoor Spatial Awareness: (Chicago, Illinois - November 1, 2011).
ACM SIGSPATIAL Special, 2012

Gesture recognition using RFID technology.
Pers. Ubiquitous Comput., 2012

Actively engaging older adults in the development and evaluation of tablet technology.
Proceedings of the 24th Australian Computer-Human Interaction Conference, OzCHI '12, Melbourne, VIC, Australia - November 26, 2012

The Min-dist Location Selection Query.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Privacy aware trajectory determination in road traffic networks.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

Extracting significant places from mobile user GPS trajectories: a bearing change based approach.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

2011
"Don't trust anyone": Privacy protection for location-based services.
Pervasive Mob. Comput., 2011

Privacy-aware collection of aggregate spatial data.
Data Knowl. Eng., 2011

Privacy Preserving Moving KNN Queries
CoRR, 2011

On Optimal Arrangements of Binary Sensors.
Proceedings of the Spatial Information Theory - 10th International Conference, 2011

2010
Analysis and evaluation of V*-<i>k</i>NN: an efficient algorithm for moving <i>k</i>NN queries.
VLDB J., 2010

A motion-aware approach for efficient evaluation of continuous queries on 3D object databases.
VLDB J., 2010

Privacy-Aware Traffic Monitoring.
IEEE Trans. Intell. Transp. Syst., 2010

Spatial interpolation in wireless sensor networks: localized algorithms for variogram modeling and Kriging.
GeoInformatica, 2010

Social isolation of older people: the role of domestic technologies.
Proceedings of the 22nd Australasian Computer-Human Interaction Conference, 2010

SISSI '10: social interaction in spatially separated environments.
Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010

Easiest-to-reach neighbor search.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

Local network Voronoi diagrams.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

Localization and interaction in active indoor environments.
Proceedings of the Indoor Spatial Awareness, 2010

Privacy preserving group nearest neighbor queries.
Proceedings of the EDBT 2010, 2010

2009
Optimizing query processing using selectivity-awareness in Wireless Sensor Networks.
Comput. Environ. Urban Syst., 2009

Privacy for real-time location-based services.
ACM SIGSPATIAL Special, 2009

Spatio-temporal database research at the University of Melbourne.
SIGMOD Rec., 2009

Decentralized Traffic Management Strategies for Sensor-Enabled Cars
CoRR, 2009

V*-kNN: An Efficient Algorithm for Moving k Nearest Neighbor Queries.
Proceedings of the 25th International Conference on Data Engineering, 2009

Robust traffic merging strategies for sensor-enabled cars using time geography.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

Opportunistic sampling in wireless sensor networks.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

2008
Geosensor Networks, Formal Foundations.
Proceedings of the Encyclopedia of GIS., 2008

The V*-Diagram: a query-dependent approach to moving KNN queries.
Proc. VLDB Endow., 2008

Efficient generation of simple polygons for characterizing the shape of a set of points in the plane.
Pattern Recognit., 2008

Kriging for Localized Spatial Interpolation in Sensor Networks.
Proceedings of the Scientific and Statistical Database Management, 2008

A Motion-Aware Approach to Continuous Retrieval of 3D Objects.
Proceedings of the 24th International Conference on Data Engineering, 2008

Autonomous navigation of mobile agents using RFID-enabled space partitions.
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

Load Balancing for Moving Object Management in a P2P Network.
Proceedings of the Database Systems for Advanced Applications, 2008

2007
Mobile Computing Systems Programming: A Graduate Distributed Computing Course.
IEEE Distributed Syst. Online, 2007

Navigation and interaction in physical spaces using RFID enabled spatial sensing.
Proceedings of the 5th International Conference on Embedded Networked Sensor Systems, 2007

Proactive traffic merging strategies for sensor-enabled cars.
Proceedings of the Fourth International Workshop on Vehicular Ad Hoc Networks, 2007

Distributed Histograms for Processing Aggregate Data from Moving Objects.
Proceedings of the 8th International Conference on Mobile Data Management (MDM 2007), 2007

Safeguarding Location Privacy in Wireless Ad-Hoc Networks.
Proceedings of the UbiComp 2007: Ubiquitous Computing, 9th International Conference, 2007

2006
Algorithms for Reliable Navigation and Wayfinding.
Proceedings of the Spatial Cognition V: Reasoning, 2006

Efficient Data Collection and Selective Queries in Sensor Networks.
Proceedings of the GeoSensor Networks, Second International Conference, 2006

Incremental Rank Updates for Moving Query Points.
Proceedings of the Geographic Information Science, 4th International Conference, 2006

A Spatiotemporal Model of Strategies and Counter Strategies for Location Privacy Protection.
Proceedings of the Geographic Information Science, 4th International Conference, 2006

2005
Ontology-driven map generalization.
J. Vis. Lang. Comput., 2005

Wayfinding choremes - a language for modeling conceptual route knowledge.
J. Vis. Lang. Comput., 2005

A Formal Model of Obfuscation and Negotiation for Location Privacy.
Proceedings of the Pervasive Computing, 2005

Simulation of Obfuscation and Negotiation for Location Privacy.
Proceedings of the Spatial Information Theory, International Conference, 2005

2004
Commonsense Notions of Proximity and Direction in Environmental Space.
Spatial Cogn. Comput., 2004

Information Dissemination in Mobile Ad-Hoc Geosensor Networks.
Proceedings of the Geographic Information Science, Third International Conference, 2004

2003
Spatial Vagueness and Second-Order.
Spatial Cogn. Comput., 2003

Geometrische Repräsentation scharf und vage begrenzter Objekte.
Künstliche Intell., 2003

Imprecise Navigation.
GeoInformatica, 2003

A Geometric Agent Following Route Instructions.
Proceedings of the Spatial Cognition III, Routes and Navigation, Human Memory and Learning, 2003

Linearized Terrain: Languages for Silhouette Representations.
Proceedings of the Spatial Information Theory. Foundations of Geographic Information Science, 2003

"Simplest" Paths: Automated Route Selection for Navigation.
Proceedings of the Spatial Information Theory. Foundations of Geographic Information Science, 2003

2002
Geometrische Repräsentation scharf und vage begrenzter Objekte.
PhD thesis, 2002

Qualitative Spatial Change.
Künstliche Intell., 2002

A Graded Approach to Directions between Extended Objects.
Proceedings of the Geographic Information Science, Second International Conference, 2002

2001
A Geometric Theory of Vague Boundaries Based on Supervaluation.
Proceedings of the Spatial Information Theory: Foundations of Geographic Information Science, 2001

2000
The Influence of Linear Shapes on Solving Interval-Based Configuration Problems.
Proceedings of the Spatial Cognition II, 2000

Lexical Specifications of Paths.
Proceedings of the Spatial Cognition II, 2000

Using Grids in Maps.
Proceedings of the Theory and Application of Diagrams, First International Conference, 2000

1999
Representing Simple Trajectories as Oriented Curves.
Proceedings of the Twelfth International Florida Artificial Intelligence Research Society Conference, 1999

Reasoning about Cardinal Directions Using Grids as Qualitative Geographic Coordinates.
Proceedings of the Spatial Information Theory: Cognitive and Computational Foundations of Geographic Information Science, 1999

1998
Shape Nouns and Shape Concepts: A Geometry for 'Corner'.
Proceedings of the Spatial Cognition, 1998

1997
An Axiomatic Approach to the Spatial Relations Underlying Left-Right and in Front of-Behind.
Proceedings of the KI-97: Advances in Artificial Intelligence, 1997


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