Applications of ML/DL in the management of smart cities and societies based on new trends in information technologies: A systematic literature review

A Heidari, NJ Navimipour, M Unal - Sustainable Cities and Society, 2022 - Elsevier
The goal of managing smart cities and societies is to maximize the efficient use of finite
resources while enhancing the quality of life. To establish a sustainable urban existence …

[HTML][HTML] The synergistic interplay of artificial intelligence and digital twin in environmentally planning sustainable smart cities: a comprehensive systematic review

SE Bibri, J Huang, SK Jagatheesaperumal… - Environmental Science …, 2024 - Elsevier
In the dynamic landscape of sustainable smart cities, emerging computational technologies
and models are reshaping data-driven planning strategies, practices, and approaches …

An explainable model for the mass appraisal of residences: The application of tree-based Machine Learning algorithms and interpretation of value determinants

MC Iban - Habitat international, 2022 - Elsevier
In the mass appraisal of properties, Machine Learning (ML) algorithms have produced
effective and promising results. Analysts use various algorithms to train their models with …

Research on land resource management integrated with support vector machine—Based on the perspective of green innovation

T Jin, F Liang, X Dong, X Cao - Resources Policy, 2023 - Elsevier
Traditional methods of land resource management are no longer adequate to address the
rapidly changing environmental and societal demands. By introducing data-driven …

Natural language processing in urban planning: A research agenda

X Fu - Journal of Planning Literature, 2024 - journals.sagepub.com
The urban planning profession is increasingly challenged to analyze extensive text data,
from plans to public feedback. While natural language processing (NLP) has promising …

Study on the optimization of territory spatial “urban–agricultural–ecological” pattern based on the improvement of “production–living–ecological” function under carbon …

R Yu, Y Qin, Y Xu, X Chuai - International Journal of Environmental …, 2022 - mdpi.com
The spatial layout of the “Production–Living–Ecological”(PLE) function and the spatial
optimization of the “Urban–Agricultural–Ecological”(UAE) pattern are the key points and …

Optimization of the territorial spatial patterns based on MOP and PLUS models: A case study from Hefei City, China

R Yu, H Cheng, Y Ye, Q Wang, S Fan, T Li… - International Journal of …, 2023 - mdpi.com
Optimization of the territorial spatial patterns can promote the functional balance and
utilization efficiency of space, which is influenced by economic, social, ecological, and …

A deep learning model of spatial distance and named entity recognition (SD-NER) for flood mark text classification

R Szczepanek - Water, 2023 - mdpi.com
Information on historical flood levels can be communicated verbally, in documents, or in the
form of flood marks. The latter are the most useful from the point of view of public awareness …

A geoportal supporting spatial planning in Poland: Concept and pilot version

A Michalik, A Zwirowicz-Rutkowska - Geomatics and Environmental …, 2023 - gaee.agh.edu.pl
Due to the complexity of planning processes, as well as the desire to satisfy stakeholders
and entities involved in spatial development and planning procedures, there is a clear need …

MAAFEU-NET: a novel land use classification model based on mixed attention module and adjustable feature enhancement layer in remote sensing images

Y Zhang, H Zhao, G Ma, D Xie, S Geng, H Lu… - … International Journal of …, 2023 - mdpi.com
The classification of land use information is important for land resource management. With
the purpose of extracting precise spatial information, we present a novel land use …