Interpreting spatial flow data; Visualization and insight
Jodie England, Nik Lomax and Layik Hama - The University of Leeds Big data is high volume and high velocity, as new datasets of...
Research Projects
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Synergy PRIME Multi-level modelling, simulation and visualisation
Stelios Theophanous, Prof Richard Romano, Prof Nick Malleson and Dr Nik Lomax - The University of Leeds. This work was supported by Wave 1 of...
Spatio-temporal prediction of wind behaviour about the Bristol microclimate for use in an early warning system
Robert Clay, Nikolaos Nikitas, Antonio Abellan - University of Leeds This project aims to predict and warn dangerous wind around key infrastructure to increase public...
Probabilistic programming and data assimilation for next generation city simulation
Luke Archer, Prof. Nick Malleson, Dr. Jon Ward - University of Leeds The field of social simulation is dominated by Agent-Based Models (ABMs). Individual ‘agents’...
Procedural environment generation for agent-based models of crime
Jack Lewis, Dr Dan Birks, Dr Toby Davies - University of Leeds. This work was supported by Wave 1 of The UKRI Strategic Priorities...
A visual analytics workflow for investigating customers’ transactions in convenience stores
Ivana Kocanova, Muhammad Adnan, Georgios Aivaliotis, Roy Ruddle - University of Leeds This research aims to enhance the analysis of customer’s shopping behaviour and provide...
SPENSER Synthetic Population Estimation and Scenario Projection Model
Gonzalo Cruz Garcia, Nik Lomax, Andrew Smith - University of Leeds SPENSER provides the framework for estimates of population which are dynamic and high resolution...
Uncovering behavioural patterns within spatial-temporal data using network science and unsupervised machine learning
Benjamin Isaac Wilson, Alison Heppenstall, Roger Beecham and Minh Le Kieu - University of Leeds How can we explore for hidden patterns of behaviour in...
Extracting actionable insights from free text police data
Alex Coleman, Daniel Birks, Nick Malleson, Graham Farrell - University of Leeds Can creative writing catch criminals? When a crime occurs large amounts of...
Improving causal inference in real-world data analytics
Causal inference in real-world data is the pinnacle aim of applied data science, unfortunately, it is also the most challenging. New graphic methods - such...