By Professor Christopher James Pettit

Preprints

Thackway W; Soundararaj B; Pettit C, 2025, Demystifying planning application uncertainty: Using machine learning to predict and explain planning application assessment timeframes, http://dx.doi.org/10.31235/osf.io/prm25_v1

Lin Y; Thackway W; Soundararaj B; Eagleson S; Han H; Pettit C, 2024, Transforming Urban Planning through Machine Learning: A Study on Planning Application Classification using Natural Language Processing, http://dx.doi.org/10.31219/osf.io/fs76e

Ng MKM; Shabrina Z; Sarkar S; Han H; Pettit C, 2024, From Urban Clusters to Megaregions: Mapping Australia's Evolving Urban Regions, http://arxiv.org/abs/2408.09054v1

BHOWMICK D; Dai D; Saberi M; Stevenson M; Pettit C; Nelson T; Vu H; Seneviratne S; Nice K; Beck B, 2024, Collecting population-representative bike-riding GPS data to understand bike-riding activity and patterns using smartphones and Bluetooth beacons, http://dx.doi.org/10.31219/osf.io/pzm9c

Thackway W; Ng MKM; Lee CL; Pettit C, 2021, Building a predictive machine learning model of gentrification in Sydney, http://dx.doi.org/10.31235/osf.io/hkc96

Thackway W; Ng MKM; Lee CL; Shi V; Pettit C, 2021, Spatial Variability of the ‘Airbnb Effect’: A Spatially Explicit Analysis of Airbnb's impact on Housing Prices in Sydney, http://dx.doi.org/10.31235/osf.io/cw2a9

Lock O; Pettit C, 2021, Developing Participatory Analytics Techniques to Inform the Prioritization of Cycling Infrastructure, http://dx.doi.org/10.20944/preprints202112.0034.v1

Ng MKM; Pettit C, 2021, Digital Transformations in Planning: An Australian Context, http://dx.doi.org/10.31235/osf.io/5k4sz

Beck B; Winters M; Nelson T; Pettit C; Saberi M; Thompson J; Seneviratne S; Nice KA; Zarpelon-Leao S; Stevenson M, 2021, Developing urban biking typologies: quantifying the complex interactions of bicycle ridership, bicycle network and built environment characteristics, http://dx.doi.org/10.31235/osf.io/8w7bg

Beck B; Pettit C; Winters M; Nelson T; Vu H; Nice KA; Seneviratne S; Saberi M, 2021, Association between network characteristics and bicycle ridership across a large metropolitan region, http://dx.doi.org/10.31219/osf.io/39ke6

Beck B; Winters M; Thompson J; Stevenson M; Pettit C, 2021, Spatial variation in bicycling: a retrospective review of travel survey data from Greater Melbourne, Australia, http://dx.doi.org/10.31235/osf.io/78qgf

Ng MKM; Roper J; Pettit C; Lee CL, 2021, The Reflection of Income Segregation and Accessibility Cleavages in Sydney’s House Prices, http://dx.doi.org/10.31235/osf.io/2psk5

Pettit C; Crommelin L; Sharam A; Hulse K, 2018, The potential of new technologies to disrupt housing policy, http://dx.doi.org/10.31235/osf.io/t25hr

Pettit C; Liu E; Rennie E; Goldenfein J; Glackin S, 2018, Understanding the disruptive technology ecosystem in Australian urban and housing contexts: a roadmap, http://dx.doi.org/10.31235/osf.io/mdxyf

Li S; Dragicevic S; Anton F; Sester M; Winter S; Coltekin A; Pettit C; Jiang B; Haworth J; Stein A; Cheng T, 2015, Geospatial Big Data Handling Theory and Methods: A Review and Research Challenges, http://dx.doi.org/10.48550/arxiv.1511.03010

Wu H; Yoo S; Lee JB; Pettit C, Can Infrastructure, Built Environment, and Geographic Factor Negate Weather Impact on Cycling?, http://dx.doi.org/10.2139/ssrn.4150187

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