Runyu Fan

A survey of machine learning and deep learning in remote sensing of geological environment: Challenges, advances, and opportunities

Wei Han, Xiaohan Zhang, Yi Wang et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2023 · 242 citations

Engineering, Machine Learning, Data Science +8

Deep Learning-Based Named Entity Recognition and Knowledge Graph Construction for Geological Hazards

Runyu Fan, Lizhe Wang, Jining Yan et al. · ISPRS International Journal of Geo-Information · 2019 · 94 citations · Full text

Structured Prediction, Engineering, Machine Learning +19

Geological Remote Sensing Interpretation Using Deep Learning Feature and an Adaptive Multisource Data Fusion Network

Wei Han, Jun Li, Sheng Wang et al. · IEEE Transactions on Geoscience and Remote Sensing · 2022 · 77 citations

Engineering, Machine Learning, Multi-image Fusion +19

Semi-MCNN: A Semisupervised Multi-CNN Ensemble Learning Method for Urban Land Cover Classification Using Submeter HRRS Images

Runyu Fan, Ruyi Feng, Lizhe Wang et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2020 · 61 citations · Full text

Convolutional Neural Network, Multiple Instance Learning, Engineering +17

Urban informal settlements classification via a transformer-based spatial-temporal fusion network using multimodal remote sensing and time-series human activity data

Runyu Fan, Jun Li, Weijing Song et al. · International Journal of Applied Earth Observation and Geoinformation · 2022 · 61 citations · Full text