Mark H. Birkin

31 papers A* 1C 2Journal 24Unranked 2
YearRankTypeTitle / Venue / Authors
2026 A* conf
CityVerse: A Unified Data Framework for Evaluating Large Language Models in Urban Computing.
WWW
Yaqiao Zhu, Hongkai Wen, Mark H. Birkin, Man Luo
2025 J jnl
CityVerse: A Unified Data Platform for Multi-Task Urban Computing with Large Language Models.
CoRR
Yaqiao Zhu, Hongkai Wen, Mark H. Birkin, Man Luo
2025 J jnl
Digital twins and AI for healthy and sustainable cities.
Comput. Environ. Urban Syst.
Mark H. Birkin, Patrick Ballantyne, Seth Bullock, Alison J. Heppenstall, Heeseo Kwon, Nick Malleson, Jing Yao, Anna Zanchetta
2023 J jnl
Fleet Rebalancing for Expanding Shared e-Mobility Systems: A Multi-Agent Deep Reinforcement Learning Approach.
IEEE Trans. Intell. Transp. Syst.
Man Luo, Bowen Du, Wenzhe Zhang, Tianyou Song, Kun Li, Hongming Zhu, Mark H. Birkin, Hongkai Wen
2022 J jnl
Agent-Based Modelling for Urban Analytics: State of the Art and Challenges.
CoRR
Nick Malleson, Mark H. Birkin, Daniel Birks, Jiaqi Ge, Alison J. Heppenstall, Ed Manley, Josie McCulloch, Patricia Ternes
2022 J jnl
Agent-based modelling for Urban Analytics: State of the art and challenges.
AI Commun.
Nick Malleson, Mark H. Birkin, Daniel Birks, Jiaqi Ge, Alison J. Heppenstall, Ed Manley, Josie McCulloch, Patricia Ternes
2022 J jnl
Fleet Rebalancing for Expanding Shared e-Mobility Systems: A Multi-agent Deep Reinforcement Learning Approach.
CoRR
Man Luo, Bowen Du, Wenzhe Zhang, Tianyou Song, Kun Li, Hongming Zhu, Mark H. Birkin, Hongkai Wen
2021 J jnl
Clustering Accelerometer Activity Patterns from the UK Biobank Cohort.
Sensors
Stephen D. Clark, Nik Lomax, Michelle A. Morris, Francesca Pontin, Mark H. Birkin
2020 J jnl
Solving the inverse Frobenius-Perron problem using stationary densities of dynamical systems with input perturbations.
Commun. Nonlinear Sci. Numer. Simul.
Xiaokai Nie, Daniel Coca, Jingjing Luo, Mark H. Birkin
2018 J jnl
Big Data for Social Science Research: Big Data (Ubiquity symposium).
Ubiquity
Mark H. Birkin
2018 J jnl
Identification of Stochastically Perturbed Autonomous Systems from Temporal Sequences of Probability Density Functions.
J. Nonlinear Sci.
Xiaokai Nie, Jingjing Luo, Daniel Coca, Mark H. Birkin, Jing Chen
2017 J jnl
From Observations to Prediction of Movement (Dagstuhl Seminar 18282).
Dagstuhl Reports
Mark H. Birkin, Somayeh Dodge, Brittany Terese Fasy, Richard Philip Mann
2017 J jnl
Population Synthesis with Quasirandom Integer Sampling.
J. Artif. Soc. Soc. Simul.
Andrew P. Smith, Robin Lovelace, Mark H. Birkin
2017 — ch.
Understanding Simulation Results.
Simulating Social Complexity
Andrew J. Evans, Alison J. Heppenstall, Mark H. Birkin
2017 — conf
Worldwide Universities Network (WUN) Web Observatory: Applying Lessons from the Web to Transform the Research Data Ecosystem.
WWW (Companion Volume)
Simon Price, Wendy Hall, Graeme Earl, Thanassis Tiropanis, Ramine Tinati, Xin Wang, Eleonora Gandolfi, Jane Gatewood, Richard Boateng, David Denemark, Alexander Gröflin, Brian Loader, Maxine Schmidt, Marilyn Billings, Gerasimos Spanakis, Hussein Suleman, Kelvin Kam-fai Tsoi, Bridgette Wessels, Jie Xu, Mark H. Birkin
2015 J jnl
Evaluating the Performance of Iterative Proportional Fitting for Spatial Microsimulation: New Tests for an Established Technique.
J. Artif. Soc. Soc. Simul.
Robin Lovelace, Mark H. Birkin, Dimitris Ballas, Eveline S. van Leeuwen
2014 J jnl
An Examination of Personal Mobility Patterns in Space and Time Using Twitter.
Int. J. Agric. Environ. Inf. Syst.
Mark H. Birkin, Kirk Harland, Nicolas Malleson, Philip Cross, Martin Clarke
2014 J jnl
An agent-based model of residential mobility: Assessing the impacts of urban regeneration policy in the EASEL district.
Comput. Environ. Urban Syst.
René Jordan, Mark H. Birkin, Andrew J. Evans
2014 J jnl
Geotagged tweets to inform a spatial interaction model: a case study of museums.
CoRR
Robin Lovelace, Nick Malleson, Kirk Harland, Mark H. Birkin
2014 J jnl
Spatial microsimulation modeling for residential energy demand of England in an uncertain future.
Geo spatial Inf. Sci.
Chengchao Zuo, Mark H. Birkin, Nicolas Malleson
2013 — conf
The Classification of Space-Time Behaviour Patterns in a British City from Crowd-Sourced Data.
ICCSA (4)
Mark H. Birkin, Kirk Harland, Nicolas Malleson
2012 J jnl
Analysis of crime patterns through the integration of an agent-based model and a population microsimulation.
Comput. Environ. Urban Syst.
Nick Malleson, Mark H. Birkin
2012 J jnl
Creating Realistic Synthetic Populations at Varying Spatial Scales: A Comparative Critique of Population Synthesis Techniques.
J. Artif. Soc. Soc. Simul.
Kirk Harland, Alison J. Heppenstall, Dianna Smith, Mark H. Birkin
2011 J jnl
Calibration of a spatial simulation model with volunteered geographical information.
Int. J. Geogr. Inf. Sci.
Mark H. Birkin, Nick Malleson, Andrew Hudson-Smith, Steven Gray, Richard Milton
2010 C conf
Agent-Based Simulation Modelling of Housing Choice and Urban Regeneration Policy.
MABS
René Jordan, Mark H. Birkin, Andrew J. Evans
2008 J jnl
A spatial microsimulation model with student agents.
Comput. Environ. Urban Syst.
B. M. Wu, Mark H. Birkin, P. H. Rees
2008 C conf
Modelling spatial market dynamics with retail agents.
ALIFE
Mark H. Birkin, Alison J. Heppenstall
2006 J jnl
Using Hybrid Agent-Based Systems to Model Spatially-Influenced Retail Markets.
J. Artif. Soc. Soc. Simul.
Alison J. Heppenstall, Andrew J. Evans, Mark H. Birkin
2005 J jnl
A Hybrid Multi-Agent/Spatial Interaction Model System for Petrol Price Setting.
Trans. GIS
Alison J. Heppenstall, Andrew J. Evans, Mark H. Birkin
2002 — book
Retail Geography and Intelligent Network Planning.
Mark H. Birkin, Graham Clarke, Martin Clarke
1997 J jnl
Algorithms for solving a spatial optimisation problem on a parallel computer.
Concurr. Pract. Exp.
Felicity A. W. George, Nicholas J. Radcliffe, Mark Smith, Mark H. Birkin, Martin Clarke