Explainable GeoAI: can saliency maps help interpret artificial intelligence’s learning process? An empirical study on natural feature detection

GeoGraphVis: A Knowledge Graph and Geovisualization Empowered Cyberinfrastructure to Support Disaster Response and Humanitarian Aid

(2023) Wenwen Li et al.   ISPRS International Journal of Geo-Information

Explainable spatiotemporal reasoning for geospatial intelligence applications

(2022) Matt Duckham et al.   Transactions in GIS

GeoAI for Large-Scale Image Analysis and Machine Vision: Recent Progress of Artificial Intelligence in Geography

(2022) Wenwen Li et al.   ISPRS International Journal of Geo-Information

Extracting spatial effects from machine learning model using local interpretation method: An example of SHAP and XGBoost

(2022) Ziqi Li   COMPUTERS ENVIRONMENT AND URBAN SYSTEMS

Replication across space and time must be weak in the social and environmental sciences

(2021) Michael F. Goodchild et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

How are Neighborhood and Street-Level Walkability Factors Associated with Walking Behaviors? A Big Data Approach Using Street View Images

(2021) Bon Woo Koo et al.   ENVIRONMENT AND BEHAVIOR

GeoAI in terrain analysis: Enabling multi-source deep learning and data fusion for natural feature detection

(2021) Sizhe Wang et al.   COMPUTERS ENVIRONMENT AND URBAN SYSTEMS

Reproducibility and replicability: opportunities and challenges for geospatial research

(2020) Peter Kedron et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

DARPA’s Explainable Artificial Intelligence (XAI) Program

(2019) David Gunning et al.   AI MAGAZINE

EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification

(2019) Patrick Helber et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

(2019) Ramprasaath R. Selvaraju et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Automated terrain feature identification from remote sensing imagery: a deep learning approach

(2018) Wenwen Li et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States

(2017) Timnit Gebru et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Semantic similarity measurement based on knowledge mining: an artificial neural net approach

(2012) Wenwen Li et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE