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Prof

Lars Kulik

Professor
Computing and Information Systems
science & technology
technology
computer science
computer science, information systems
computer science, theory & methods
computer science, artificial intelligence
telecommunications
engineering
remote sensing
Lars Kulik's Profile Picture
Prof

Lars Kulik

 
Division
Engineering and IT
 
Primary Interest
Data Mining and Machine Learning
Lars Kulik's Profile Picture
Prof

Lars Kulik

 
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Lars's  Short Profile
 

Projects

Displaying the 10 most recent projects by Lars Kulik.

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Efficient Spatial Data Management for Enabling True Ride-Sharing

This data management project aims to examine ride-sharing as a model of a complex decision system that can be optimised to deliver better ou..

2018 - 2021
Completed
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Data61 CRP - Contextualised and cost-efficient ride-sharing as an IoT service

2017 - 2020
Completed
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Factors Limiting & Enabling Growth Through Digital Transformation

2017 - 2018
Completed
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Data61 SSA: Contextualised and cost-efficient ride-sharing as an IoT service (Data61 CRP - Contextualised and cost-efficient ride-sharing as an IoT service)

2017 - 2020
Completed
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Personalised Data Analytics for the Internet of Me

This project aims to develop data mining methods for extracting comprehensive personalised knowledge, without breaching trust. The Internet ..

2017 - 2020
Completed
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DATA61 - University Collaboration Agreement

2016 - 2021
Active
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Can an Individual Remain Private Among a Sea of Public Users?

2016 - 2017
Completed
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Algorithms for Collaborative Micro-navigation Based on Spatio-temporal Data Management and Data Mining

Traffic congestion coupled with greenhouse gas emissions is a major challenge for modern society. This project will tackle this challenge by..

2013 - 2017
Completed
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Integrating Mobility on Demand in Urban Transport Infrastructures (iMoD)

Australia’s major cities are substantially challenged for public transport services due to the dispersed and low population densities, and t..

2012 - 2016
Completed
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Integrating Mobility on Demand in Urban Transport Infrastructures (iMoD)

Australia’s major cities are substantially challenged for public transport services due to the dispersed and low population densities, and t..

2012 - 2016
Completed

18

Projects

Project Types

10

Research Grant

6

Research Contracts

2

Internal Research Grant

Additional Information

Scholarly Works

Displaying the 10 most recent scholarly works by Lars Kulik.

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An Online Unsupervised Dynamic Window Method to Track Repeating Patterns From Sensor Data.

Yousef Kowsar, Masud Moshtaghi, Eduardo Velloso, Christopher Leckie, Lars Kulik

Journal article  |  2020  |  IEEE Transactions on Cybernetics

Short bursts of repeating patterns [intervals of recurrence (IoR)] manifest themselves in many applications, such as in the time-s..

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Highly Efficient and Scalable Multi-hop Ride-sharing

Y Xu, L Kulik, R Borovica-Gajic, A Aldwyish, J Qi

Conference Proceedings  |  2020  |  Proceedings of the 28th International Conference on Advances in Geographic Information Systems

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Fast and accurate time series classification through supervised interval search

N Cabello, E Naghizade, J Qi, L Kulik

Conference Proceedings  |  2020  |  2020 IEEE International Conference on Data Mining (ICDM)

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A differentially private algorithm for range queries on trajectories

Soheila Ghane, Lars Kulik, Kotagiri Ramamoharao

Journal article  |  2020  |  Knowledge and Information Systems

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GeoPrune: Efficiently Matching Trips in Ride-sharing Through Geometric Properties

Yixin Xu, Jianzhong Qi, Renata Borovica-Gajic, Lars Kulik

Conference Proceedings  |  2020  |  32nd International Conference on Scientific and Statistical Database Management

On-demand ride-sharing is rapidly growing. Matching trip requests to vehicles efficiently is critical for the service quality of r..

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Effectively learning spatial indices

J Qi, G Liu, CS Jensen, L Kulik

Journal article  |  2020  |  Proceedings of the VLDB Endowment

Machine learning, especially deep learning, is used increasingly to enable better solutions for data management tasks previously s..

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PRESS: A personalised approach for mining top-k groups of objects with subspace similarity

Tahrima Hashem, Lida Rashidi, Lars Kulik, James Bailey

Journal article  |  2020  |  Data & Knowledge Engineering

Personalised analytics is a powerful technology that can be used to improve the career, lifestyle, and health of individuals by pr..

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Conference report: The 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2019)

Ralf Hartmut Güting, Lars Kulik, Shawn Newsam, Farnoush Banaei-Kashani, Goce Trajcevski

Journal article  |  2020  |  SIGSPATIAL Special

This report describes the development and finalization of the 27th ACM SIGSPATIAL International Conference on Advances in Geograph..

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Conference report: The 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2019)

Ralf Hartmut Güting, Lars Kulik, Shawn Newsam, Farnoush Banaei-Kashani, Goce Trajcevski

Journal article  |  2020  |  SIGSPATIAL Special

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The Impact of Flexible Platoon Formation Operations

Santa Maiti, Stephan Winter, Lars Kulik, Sudeshna Sarkar

Journal article  |  2020  |  IEEE Transactions on Intelligent Vehicles

Vehicle platooning, a coordinated vehicle movement strategy, has been proposed to address a range of current transport challenges ..

187

Scholarly Works

Keyword Analysis

Computer Software and Services
Information Systems
Geomatic Engineering
Artificial Intelligence and Image Processing
Data Format
Distributed Computing
Information Services
Artificial Intelligence and Signal and Image Processing
Communication Networks and Services
Computer Software

Honours, Awards and Fellowships

2006

Best paper award

International Conference Spatial Cognition 2006
2006

Teaching Award

Department of Computer Science and Software Engineering
2003

Best paper and presentation award

COSIT 2003

3

Awards

Credentials

Positions

Professor

Computing and Information Systems

Acm

Association for Computing Machinery

Education

Doktor der Naturwissenschaften

University of Hamburg

Diplom

University of Hamburg

Vordiplom

University of Hamburg

Zwischenpruefung

University of Hamburg

Links

International Linkages

University of Maine

United States

Universitaet Bremen

Germany