[PDF][PDF] A review study on urban planning & artificial intelligence

P Kamal Jain - International journal of soft computing & engineering, 2011 - academia.edu
… how artificial echniques have been applied for urban dynamic … of AI techniques in urban
land dynamics. This paper discusses … approaches offer possible solutions for urban dynamics. …

Artificial intelligence solutions for urban land dynamics: a review

N Wu, EA Silva - Journal of Planning Literature, 2010 - journals.sagepub.com
… AI approaches urban and land dynamics modeling processes and … of AI techniques in urban
land dynamics domain as well as the … offer promising solutions for urban and land dynamics. …

Artificial intelligence for sustainable development of smart cities and urban land-use management

Z Masoumi, J van Genderen - Geo-spatial Information Science, 2023 - Taylor & Francis
… the solutions, diversity of the solutions’ space, and comparing the number of dominant solutions
in … In this research, it has been tried to include the dynamics of urban spaces as much as …

Comparative review of methods supporting decision-making in urban development and land management

M Wagner, WT de Vries - Land, 2019 - mdpi.com
Artificial Intelligence Solutions for Urban Land Dynamics”, Elisabete Silva and Ning Wu point
out that “Artificial intelligence … to tackle complex and dynamic problems in urban studies” [39]…

Machine learning algorithms for urban land use planning: A review

V Chaturvedi, WT de Vries - Urban Science, 2021 - mdpi.com
… as artificial intelligence (AI) and machine learning (ML) have made it possible to model and
predict the nonlinear aspects of urban land dynamics… be called theoretical solutions but could …

Selecting artificial intelligence urban models using waves of complexity

N Wu, EA Silva - … of the Institution of Civil Engineers-Urban …, 2013 - icevirtuallibrary.com
… how artificial intelligence (AI) approaches provide solutions to aid urban land dynamics
to include and analyse the complexity of urban land dynamics with AI approaches and how to …

Unveiling the potential of machine learning applications in urban planning challenges

S Koutra, CS Ioakimidis - Land, 2022 - mdpi.com
… of Artificial Intelligence, Machine Artificial Intelligence deals … the importance of ML solutions
to urban planning problems. … with the proposal of the dynamics of urban drives. They meet the …

Artificial intelligence based methods for smart and sustainable urban planning: a systematic survey

SC Koumetio Tekouabou, EB Diop, R Azmi… - … Methods in Engineering, 2023 - Springer
… of urban dynamics, before projecting them into the future [2]. Among these tools, machine
learning … form indicators which we have grouped in Table 1 which also answers the mapping …

Assessing and enhancing predictive efficacy of machine learning models in urban land dynamics: A comparative study using multi-resolution satellite data

M Safabakhshpachehkenari, H Tonooka - Remote Sensing, 2023 - mdpi.com
… , and artificial neural network (ANN), to simulate land cover … results from the TerrSet 2020
software into ArcGIS Pro. We … value in the Con tool of the software. This allows us to execute a …

Simulating large-scale urban land-use patterns and dynamics using the U-Net deep learning architecture

J Wang, M Hadjikakou, RJ Hewitt, BA Bryan - … , Environment and Urban …, 2022 - Elsevier
… Last, we trained another U-Net model on land-use maps for 2006 and 2018 to project urban
land-use in 2030 based on the extrapolation of historical urbanization rates. We discuss the …