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ORCIDMark H. Birkin
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- affiliation: University of Leeds, UK
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2020 – today
- 2023
[j18]Man Luo
, Bowen Du, Wenzhe Zhang, Tianyou Song, Kun Li, Hongming Zhu, Mark H. Birkin, Hongkai Wen:
Fleet Rebalancing for Expanding Shared e-Mobility Systems: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Intell. Transp. Syst. 24(4): 3868-3881 (2023)- 2022
- [j17]Nick Malleson, Mark H. Birkin, Daniel Birks, Jiaqi Ge, Alison J. Heppenstall, Ed Manley, Josie McCulloch, Patricia Ternes:
Agent-based modelling for Urban Analytics: State of the art and challenges. AI Commun. 35(4): 393-406 (2022) - [i4]Nick Malleson, Mark H. Birkin, Daniel Birks, Jiaqi Ge, Alison J. Heppenstall, Ed Manley, Josie McCulloch, Patricia Ternes:
Agent-Based Modelling for Urban Analytics: State of the Art and Challenges. CoRR abs/2210.06955 (2022) - [i3]Man Luo, Bowen Du, Wenzhe Zhang, Tianyou Song, Kun Li, Hongming Zhu, Mark H. Birkin, Hongkai Wen:
Fleet Rebalancing for Expanding Shared e-Mobility Systems: A Multi-agent Deep Reinforcement Learning Approach. CoRR abs/2211.06136 (2022) - 2021
- [j16]Stephen D. Clark, Nik Lomax, Michelle A. Morris, Francesca Pontin, Mark H. Birkin:
Clustering Accelerometer Activity Patterns from the UK Biobank Cohort. Sensors 21(24): 8220 (2021) - 2020
- [j15]Xiaokai Nie, Daniel Coca, Jingjing Luo, Mark H. Birkin:
Solving the inverse Frobenius-Perron problem using stationary densities of dynamical systems with input perturbations. Commun. Nonlinear Sci. Numer. Simul. 90: 105302 (2020)
2010 – 2019
- 2018
- [j14]Xiaokai Nie, Jingjing Luo, Daniel Coca, Mark H. Birkin, Jing Chen:
Identification of Stochastically Perturbed Autonomous Systems from Temporal Sequences of Probability Density Functions. J. Nonlinear Sci. 28(4): 1467-1487 (2018) - [j13]Mark H. Birkin:
Big Data for Social Science Research: Big Data (Ubiquity symposium). Ubiquity 2018(January): 1:1-1:7 (2018) - 2017
- [j12]Andrew P. Smith, Robin Lovelace, Mark H. Birkin:
Population Synthesis with Quasirandom Integer Sampling. J. Artif. Soc. Soc. Simul. 20(4) (2017) - [c4]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:
Worldwide Universities Network (WUN) Web Observatory: Applying Lessons from the Web to Transform the Research Data Ecosystem. WWW (Companion Volume) 2017: 1665-1667 - [p1]Andrew J. Evans, Alison J. Heppenstall, Mark H. Birkin:
Understanding Simulation Results. Simulating Social Complexity 2017: 205-227 - [i2]Mark H. Birkin, Somayeh Dodge, Brittany Terese Fasy, Richard Philip Mann:
From Observations to Prediction of Movement (Dagstuhl Seminar 18282). Dagstuhl Reports 7(7): 54-71 (2017) - 2015
- [j11]Robin Lovelace, Mark H. Birkin, Dimitris Ballas, Eveline S. van Leeuwen:
Evaluating the Performance of Iterative Proportional Fitting for Spatial Microsimulation: New Tests for an Established Technique. J. Artif. Soc. Soc. Simul. 18(2) (2015) - 2014
- [j10]Chengchao Zuo, Mark H. Birkin, Nicolas Malleson:
Spatial microsimulation modeling for residential energy demand of England in an uncertain future. Geo spatial Inf. Sci. 17(3): 153-169 (2014) - [j9]Mark H. Birkin, Kirk Harland, Nicolas Malleson, Philip Cross, Martin Clarke:
An Examination of Personal Mobility Patterns in Space and Time Using Twitter. Int. J. Agric. Environ. Inf. Syst. 5(3): 55-72 (2014) - [j8]René Jordan, Mark H. Birkin, Andrew J. Evans:
An agent-based model of residential mobility: Assessing the impacts of urban regeneration policy in the EASEL district. Comput. Environ. Urban Syst. 48: 49-63 (2014) - [i1]Robin Lovelace, Nick Malleson, Kirk Harland, Mark H. Birkin:
Geotagged tweets to inform a spatial interaction model: a case study of museums. CoRR abs/1403.5118 (2014) - 2013
- [c3]Mark H. Birkin, Kirk Harland, Nicolas Malleson:
The Classification of Space-Time Behaviour Patterns in a British City from Crowd-Sourced Data. ICCSA (4) 2013: 179-192 - 2012
- [j7]Kirk Harland, Alison J. Heppenstall, Dianna Smith, Mark H. Birkin:
Creating Realistic Synthetic Populations at Varying Spatial Scales: A Comparative Critique of Population Synthesis Techniques. J. Artif. Soc. Soc. Simul. 15(1) (2012) - [j6]Nick Malleson, Mark H. Birkin:
Analysis of crime patterns through the integration of an agent-based model and a population microsimulation. Comput. Environ. Urban Syst. 36(6): 551-561 (2012) - 2011
- [j5]Mark H. Birkin, Nick Malleson, Andrew Hudson-Smith, Steven Gray, Richard Milton:
Calibration of a spatial simulation model with volunteered geographical information. Int. J. Geogr. Inf. Sci. 25(8): 1221-1239 (2011) - 2010
- [c2]René Jordan, Mark H. Birkin, Andrew J. Evans:
Agent-Based Simulation Modelling of Housing Choice and Urban Regeneration Policy. MABS 2010: 152-166
2000 – 2009
- 2008
- [j4]B. M. Wu, Mark H. Birkin, P. H. Rees:
A spatial microsimulation model with student agents. Comput. Environ. Urban Syst. 32(6): 440-453 (2008) - [c1]Mark H. Birkin, Alison J. Heppenstall:
Modelling spatial market dynamics with retail agents. ALIFE 2008: 752 - 2006
- [j3]Alison J. Heppenstall, Andrew J. Evans, Mark H. Birkin:
Using Hybrid Agent-Based Systems to Model Spatially-Influenced Retail Markets. J. Artif. Soc. Soc. Simul. 9(3) (2006) - 2005
- [j2]Alison J. Heppenstall, Andrew J. Evans, Mark H. Birkin:
A Hybrid Multi-Agent/Spatial Interaction Model System for Petrol Price Setting. Trans. GIS 9(1): 35-51 (2005) - 2002
- [b1]Mark H. Birkin, Graham Clarke, Martin Clarke:
Retail Geography and Intelligent Network Planning. Wiley 2002, ISBN 978-0-471-49803-2, pp. I-IX, 1-284
1990 – 1999
- 1997
- [j1]Felicity A. W. George, Nicholas J. Radcliffe, Mark Smith, Mark H. Birkin, Martin Clarke:
Algorithms for solving a spatial optimisation problem on a parallel computer. Concurr. Pract. Exp. 9(8): 753-780 (1997)
Coauthor Index
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