Algorithmic urban planning for smart and sustainable development: Systematic review of the literature

IF-City: Intelligible Fair City Planning to Measure, Explain and Mitigate Inequality

(2023) Yan Lyu et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

AI explainability and governance in smart energy systems: A review

(2023) Roba Alsaigh et al.   Frontiers in Energy Research

TAWSEEM: A Deep-Learning-Based Tool for Estimating the Number of Unknown Contributors in DNA Profiling

(2022) Hamdah Alotaibi et al.   Electronics

SDG-oriented multi-scenario sustainable land-use simulation under the background of urban expansion

(2022) Min Zhou et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Imtidad: A Reference Architecture and a Case Study on Developing Distributed AI Services for Skin Disease Diagnosis over Cloud, Fog and Edge

(2022) Nourah Janbi et al.   SENSORS

A Survey on Deep Learning-Based Change Detection from High-Resolution Remote Sensing Images

(2022) Huiwei Jiang et al.   Remote Sensing

A Combined Convolutional Neural Network for Urban Land-Use Classification with GIS Data

(2022) Jie Yu et al.   Remote Sensing

A Machine Learning and Computer Vision Study of the Environmental Characteristics of Streetscapes That Affect Pedestrian Satisfaction

(2022) Jiyun Lee et al.   Sustainability

Musawah: A Data-Driven AI Approach and Tool to Co-Create Healthcare Services with a Case Study on Cancer Disease in Saudi Arabia

(2022) Nala Alahmari et al.   Sustainability

Using a deep learning model to quantify trash accumulation for cleaner urban stormwater

(2022) Gary Conley et al.   COMPUTERS ENVIRONMENT AND URBAN SYSTEMS

Artificial intelligence in urban services in Malaysia: a review

(2022) Mohamad Shaharudin Samsurijan et al.   PSU Research Review

Understanding Smart City Policy: Insights from the Strategy Documents of 52 Local Governments

(2022) Nancy Micozzi et al.   Sustainability

Orchestrating artificial intelligence for urban sustainability

(2022) Dan Zhang et al.   GOVERNMENT INFORMATION QUARTERLY

Sustainable city planning and public administration assisted by green AI: attendant legal challenges under Japanese law

(2022) Takayuki Matsuo et al.   Transforming Government- People Process and Policy

Smart Homes and Families to Enable Sustainable Societies: A Data-Driven Approach for Multi-Perspective Parameter Discovery Using BERT Modelling

(2022) Eman Alqahtani et al.   Sustainability

Unsupervised machine learning in urban studies: A systematic review of applications

(2022) Jing Wang et al.   CITIES

Drivers behind the public perception of artificial intelligence: insights from major Australian cities

(2022) Tan Yigitcanlar et al.   AI & Society

What Can the Public Sector Teach Us About Deploying Artificial Intelligence Technologies?

(2022) Alireza Nili et al.   IEEE SOFTWARE

Smart Robotic Strategies and Advice for Stock Trading Using Deep Transformer Reinforcement Learning

(2022) Nadeem Malibari et al.   Applied Sciences-Basel

COVID-19: Detecting Government Pandemic Measures and Public Concerns from Twitter Arabic Data Using Distributed Machine Learning

(2021) Ebtesam Alomari et al.   International Journal of Environmental Research and Public Health

Iktishaf+: A Big Data Tool with Automatic Labeling for Road Traffic Social Sensing and Event Detection Using Distributed Machine Learning

(2021) Ebtesam Alomari et al.   SENSORS

Regional Population Forecast and Analysis Based on Machine Learning Strategy

(2021) Chian-Yue Wang et al.   Entropy

Towards Urban Scene Semantic Segmentation with Deep Learning from LiDAR Point Clouds: A Case Study in Baden-Württemberg, Germany

(2021) Yanling Zou et al.   Remote Sensing

Land Use Change Ontology and Traffic Prediction through Recurrent Neural Networks: A Case Study in Calgary, Canada

(2021) Abul Azad et al.   ISPRS International Journal of Geo-Information

Development of a City-Scale Approach for Façade Color Measurement with Building Functional Classification Using Deep Learning and Street View Images

(2021) Jiaxin Zhang et al.   ISPRS International Journal of Geo-Information

Reviewing the application of machine learning methods to model urban form indicators in planning decision support systems: Potential, issues and challenges

(2021) Stephane Cedric Koumetio Tekouabou et al.   Journal of King Saud University-Computer and Information Sciences

Emotions analysis in public spaces for urban planning

(2021) A. Kaklauskas et al.   LAND USE POLICY

Improving Intelligent Decision Making in Urban Planning

(2021) Abderrazak Khediri et al.   International Journal of Business Analytics

Deep Hybrid Network for Land Cover Semantic Segmentation in High-Spatial Resolution Satellite Images

(2021) Sultan Daud Khan et al.   Information (Switzerland)

Prediction of crime rate in urban neighborhoods based on machine learning

(2021) Jingyi He et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

SNLRUX++ for Building Extraction From High-Resolution Remote Sensing Images

(2021) Yanjing Lei et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A novel approach of creating sustainable urban planning solutions that optimise the local air quality and environmental equity in Helsinki, Finland: The CouSCOUS study protocol

(2021) Joanne C. Demmler et al.   PLoS One

Research on Urban Renewal Public Space Design Based on Convolutional Neural Network Model

(2021) Jixin Wan et al.   Security and Communication Networks

Toward an Integrated Disaster Management Approach: How Artificial Intelligence Can Boost Disaster Management

(2021) Sheikh Kamran Abid et al.   Sustainability

The Giant Leap for Smart Cities: Scaling Up Smart City Artificial Intelligence of Things (AIoT) Initiatives

(2021) Berk Kaan Kuguoglu et al.   Sustainability

A deep learning approach based hardware solution to categorise garbage in environment

(2021) Tanya Gupta et al.   Complex & Intelligent Systems

Smart city as a smart service system: Human-computer interaction and smart city surveillance systems

(2021) Mohamad Kashef et al.   COMPUTERS IN HUMAN BEHAVIOR

Under the Dome: A 3D Urban Texture Model and Its Relationship with Urban Land Surface Temperature

(2021) Qingfeng Guan et al.   Annals of the American Association of Geographers

Incorporating Planning Intelligence into Deep Learning: A Planning Support Tool for Street Network Design

(2021) Zhou Fang et al.   JOURNAL OF URBAN TECHNOLOGY

An Information Fusion Approach to Intelligent Traffic Signal Control Using the Joint Methods of Multiagent Reinforcement Learning and Artificial Intelligence of Things

(2021) Xiaoxian Yang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Applications of Artificial Intelligence and Machine learning in smart cities

(2020) Zaib Ullah et al.   COMPUTER COMMUNICATIONS

Delineating Mixed Urban “Jobs-Housing” Patterns at a Fine Scale by Using High Spatial Resolution Remote-Sensing Imagery

(2020) Yao Yao et al.   COMPLEXITY

Contributions and Risks of Artificial Intelligence (AI) in Building Smarter Cities: Insights from a Systematic Review of the Literature

(2020) Tan Yigitcanlar et al.   Energies

Can Building “Artificially Intelligent Cities” Safeguard Humanity from Natural Disasters, Pandemics, and Other Catastrophes? An Urban Scholar’s Perspective

(2020) Tan Yigitcanlar et al.   SENSORS

Artificial Intelligence, Transport and the Smart City: Definitions and Dimensions of a New Mobility Era

(2020) Alexandros Nikitas et al.   Sustainability

Knowledge generation using satellite earth observations to support sustainable development goals (SDG): A use case on Land degradation

(2020) Gregory Giuliani et al.   International Journal of Applied Earth Observation and Geoinformation

Exploring the relationship between 2D/3D landscape pattern and land surface temperature based on explainable eXtreme Gradient Boosting tree: A case study of Shanghai, China

(2020) Siyi Yu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Coupling cellular automata with area partitioning and spatiotemporal convolution for dynamic land use change simulation

(2020) Yuehui Qian et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Distributed Artificial Intelligence-as-a-Service (DAIaaS) for Smarter IoE and 6G Environments

(2020) Nourah Janbi et al.   SENSORS

Sustainability Management and Performance in the Urban Corporate Economy: A Systematic Literature Review

(2020) George Lăzăroiu et al.   Sustainability

Flood risk assessment using hybrid artificial intelligence models integrated with multi-criteria decision analysis in Quang Nam Province, Vietnam

(2020) Binh Thai Pham et al.   JOURNAL OF HYDROLOGY

Understanding the Determinants in the Different Government AI Adoption Stages: Evidence of Local Government Chatbots in China

(2020) Youkui Wang et al.   SOCIAL SCIENCE COMPUTER REVIEW

Comparison of artificial intelligence algorithms to estimate sustainability indicators

(2020) David Bienvenido-Huertas et al.   Sustainable Cities and Society

Machine learning for geographically differentiated climate change mitigation in urban areas

(2020) Nikola Milojevic-Dupont et al.   Sustainable Cities and Society

Big data and IoT-based applications in smart environments: A systematic review

(2020) Yosra Hajjaji et al.   Computer Science Review

Empowering Things With Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things

(2020) Jing Zhang et al.   IEEE Internet of Things Journal

Unravelling the Complexity in Achieving the 17 Sustainable Development Goals

(2019) Bojie Fu et al.   National Science Review

Using Random Forests on Real-World City Data for Urban Planning in a Visual Semantic Decision Support System

(2019) Nikolaos Sideris et al.   SENSORS

Rapid Transit Systems: Smarter Urban Planning Using Big Data, In-Memory Computing, Deep Learning, and GPUs

(2019) Muhammad Aqib et al.   Sustainability

Artificial vs. human intelligence in analytics

(2019) Günter Gauglitz   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

A human-machine adversarial scoring framework for urban perception assessment using street-view images

(2019) Yao Yao et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Understanding urban landuse from the above and ground perspectives: A deep learning, multimodal solution

(2019) Shivangi Srivastava et al.   REMOTE SENSING OF ENVIRONMENT

The Use of Artificial Intelligence as a Tool Supporting Sustainable Development Local Policy

(2019) Maria Mrówczyńska et al.   Sustainability

Delineating multi-scenario urban growth boundaries with a CA-based FLUS model and morphological method

(2018) Xun Liang et al.   LANDSCAPE AND URBAN PLANNING

Measuring human perceptions of a large-scale urban region using machine learning

(2018) Fan Zhang et al.   LANDSCAPE AND URBAN PLANNING

Street-Frontage-Net: urban image classification using deep convolutional neural networks

(2018) Stephen Law et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Building Extraction in Very High Resolution Imagery by Dense-Attention Networks

(2018) Hui Yang et al.   Remote Sensing

Developing Policy Scenarios for Sustainable Urban Growth Management: A Delphi Approach

(2017) Sajida Perveen et al.   Sustainability

Towards an integrated approach to disaster management and food safety governance

(2016) Maciej Mikulsen et al.   International Journal of Disaster Risk Reduction

Urban Land Use and Land Cover Classification Using Remotely Sensed SAR Data through Deep Belief Networks

(2015) Qi Lv et al.   Journal of Sensors

Rethinking sustainable urban development: towards an integrated planning and development process

(2014) T. Yigitcanlar et al.   International Journal of Environmental Science and Technology