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

Identification of Factors Affecting Pedestrian Satisfaction toward Land Use and Street Type

(2021) Soongbong Lee et al.   Sustainability

The Impact of Street Space Perception Factors on Elderly Health in High-Density Cities in Macau—Analysis Based on Street View Images and Deep Learning Technology

(2020) Lingchao Meng et al.   Sustainability

Measuring Impacts of Urban Environmental Elements on Housing Prices Based on Multisource Data—A Case Study of Shanghai, China

(2020) Liujia Chen et al.   ISPRS International Journal of Geo-Information

Deep High-Resolution Representation Learning for Visual Recognition

(2020) Jingdong Wang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Comparison of Approaches for Urban Functional Zones Classification Based on Multi-Source Geospatial Data: A Case Study in Yuzhong District, Chongqing, China

(2019) Kai Cao et al.   Sustainability

Classifying Street Spaces with Street View Images for a Spatial Indicator of Urban Functions

(2019) Zhaoya Gong et al.   Sustainability

XAI—Explainable artificial intelligence

(2019) David Gunning et al.   Science Robotics

A fast approach for large-scale Sky View Factor estimation using street view images

(2018) Liyue Zeng et al.   BUILDING AND ENVIRONMENT

Points of Significance: Statistics versus machine learning

(2018) Danilo Bzdok et al.   NATURE METHODS

Applying gradient boosting decision trees to examine non-linear effects of the built environment on driving distance in Oslo

(2018) Chuan Ding et al.   TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE

The effect of street-level greenery on walking behavior: Evidence from Hong Kong

(2018) Yi Lu et al.   SOCIAL SCIENCE & MEDICINE

Measuring visual quality of street space and its temporal variation: Methodology and its application in the Hutong area in Beijing

(2018) Jingxian Tang et al.   LANDSCAPE AND URBAN PLANNING

Explaining prediction models and individual predictions with feature contributions

(2013) Erik Štrumbelj et al.   KNOWLEDGE AND INFORMATION SYSTEMS