Elham Naghi Zadeh Kakhki

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)

RIM: a ray intersection model for the analysis of the between relationship of spatial objects in a 2D plane

Ivan Majic, Elham Naghizade, Stephan Winter, Martin Tomko

Journal article  |  2020  |  International Journal of Geographical Information Science

Harnessing spatio-temporal patterns in data for nominal attribute imputation

Rajesh Chittor Sundaram, Elham Naghizade, Renata Borovica-Gajic, Martin Tomko

Journal article  |  2020  |  Transactions in Geographic Information Systems (GIS)

From small sets of GPS trajectories to detailed movement profiles: quantifying personalized trip-dependent movement diversity

Elham Naghizade, Jeffrey Chan, Martin Tomko

Journal article  |  2020  |  International Journal of Geographical Information Science

Privacy- And context-aware release of trajectory data

E Naghizade, L Kulik, E Tanin, J Bailey

Journal article  |  2020  |  ACM Transactions on Spatial Algorithms and Systems

The availability of large-scale spatio-temporal datasets along with the advancements in analytical models and tools have created a..

Service quality monitoring in confined spaces through mining Twitter data

Mohammad Masoud Rahimi, Elham Naghizade, Mark Stevenson, Stephan Winter

Journal article  |  2020  |  Journal of Spatial Information Science

The Effectiveness of Sentiment Analysis for Detecting Fine-grained Service Quality

Mohammad Rahimi, Elham Naghi Zadeh Kakhki, Stephan Winter, Mark Stevenson

Conference Proceedings  |  2019  |  GeoComputation 2019 proceeding

Improving public transport relies on the development of appropriate tools for measuring and monitoring service quality. While ther..

Show Me a Safer Way: Detecting Anomalous Driving Behavior Using Online Traffic Footage

Xiao Zheng, Fumi Wu, Weizhang Chen, Elham Naghizade, Kourosh Khoshelham

Journal article  |  2019  |  Infrastructures

Real-time traffic monitoring is essential in many novel applications, from traffic management to smart navigation systems. The lar..

What can urban mobility data reveal about the spatial distribution of infection in a single city?

Robert Moss, Elham Naghizade, Martin Tomko, Nicholas Geard

Journal article  |  2019  |  BMC Public Health

Background Infectious diseases spread through inherently spatial processes. Road and air traffic data have been used to model thes..

Discovery of topological constraints on spatial object classes using an extended topological model

Stephan Winter, Ivan Majic, Elham Naghizade, Martin Tomko

Journal article  |  2019  |  Journal of Spatial Information Science

In a typical data collection process, a surveyed spatial object is annotated upon creation, and is classified based on its attribu..