Café and Restaurant under My Home: Predicting Urban Commercialization through Machine Learning
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- Jonathan Reades & Jordan De Souza & Phil Hubbard, 2019. "Understanding urban gentrification through machine learning," Urban Studies, Urban Studies Journal Limited, vol. 56(5), pages 922-942, April.
- Shin, Hyun Bang & Kim, Soo-Hyun, 2016. "The developmental state, speculative urbanisation and the politics of displacement in gentrifying Seoul," LSE Research Online Documents on Economics 60439, London School of Economics and Political Science, LSE Library.
- José Carpio-Pinedo & Manuel Benito-Moreno & Patxi J. Lamíquiz-Daudén, 2021. "Beyond land use mix, walkable trips. An approach based on parcel-level land use data and network analysis," Journal of Maps, Taylor & Francis Journals, vol. 17(1), pages 23-30, January.
- Benjamin Preis & Aarthi Janakiraman & Alex Bob & Justin Steil, 2021. "Mapping gentrification and displacement pressure: An exploration of four distinct methodologies," Urban Studies, Urban Studies Journal Limited, vol. 58(2), pages 405-424, February.
- Keunhyun Park & Reid Ewing & Sadegh Sabouri & Dong-ah Choi & Shima Hamidi & Guang Tian, 2020. "Guidelines for a Polycentric Region to Reduce Vehicle Use and Increase Walking and Transit Use," Journal of the American Planning Association, Taylor & Francis Journals, vol. 86(2), pages 236-249, April.
- Jose Carpio-Pinedo & Sonia De Gregorio Hurtado & Inés Sánchez De Madariaga, 2019. "Gender Mainstreaming in Urban Planning: The Potential of Geographic Information Systems and Open Data Sources," Planning Theory & Practice, Taylor & Francis Journals, vol. 20(2), pages 221-240, March.
- Sue Easton & Loretta Lees & Phil Hubbard & Nicholas Tate, 2020. "Measuring and mapping displacement: The problem of quantification in the battle against gentrification," Urban Studies, Urban Studies Journal Limited, vol. 57(2), pages 286-306, February.
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Keywords
commercialization; urban residential area; land use prediction model; machine learning; XGBoost; random forest;All these keywords.
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