Environmental Science | Geography | Urban Planning Phenotyping urban built and natural environments with high-resolution satellite images and unsupervised deep learning. June 14, 2023
Data Science | Hydrology | Urban Planning A spatial-temporal graph deep learning model for urban flood nowcasting leveraging heterogeneous community features. May 15, 2023
Environmental Science | Remote Sensing | Urban Planning Combining Deep Learning and Multi-Source GIS Methods to Analyze Urban and Greening Changes. April 28, 2023
Urban Planning | Water Management Deep learning-assisted automated sewage pipe defect detection for urban water environment management. April 21, 2023
Geography | Psychology | Urban Planning Restorative perception of urban streets: Interpretation using deep learning and MGWR models. April 17, 2023
Energy Management | Transportation Studies | Urban Planning Interrelationships between urban travel demand and electricity consumption: a deep learning approach. April 17, 2023
Traffic Engineering | Urban Planning Reducing Urban Traffic Congestion Using Deep Learning and Model Predictive Control. April 13, 2023
Environmental Science | Geoinformatics | Urban Planning An assessment of vegetation cover of Mysuru City, Karnataka State, India, using deep convolutional neural networks. March 31, 2023
Computer Vision | Urban Planning StreetScouting dataset: A Street-Level Image dataset for finetuning and applying custom object detectors for urban feature detection. March 27, 2023
Environmental modeling | Meteorology | Urban Planning Deep learning-based urban morphology for city-scale environmental modeling. March 13, 2023
Computer Vision | Urban Planning An interpretable machine learning framework for measuring urban perceptions from panoramic street view images. February 27, 2023