Jie Xiang

Data-driven Mineral Prospectivity Mapping by Joint Application of Unsupervised Convolutional Auto-encoder Network and Supervised Convolutional Neural Network

Shuai Zhang, Emmanuel John M. Carranza, Hantao Wei et al. · Natural Resources Research · 2021 · 106 citations

Convolutional Neural Network, Machine Vision, Machine Learning +10

Open-pit mine geomorphic changes analysis using multi-temporal UAV survey

Jie Xiang, Jianping Chen, Giulia Sofia et al. · Environmental Earth Sciences · 2018 · 97 citations

Engineering, Geomorphology, Geomorphic Process +7

Applications of deep convolutional neural networks in prospecting prediction based on two-dimensional geological big data

Shi Li, Jianping Chen, Jie Xiang · Neural Computing and Applications · 2019 · 93 citations

Convolutional Neural Network, Engineering, Machine Learning +7

3D Mineral Prospectivity Mapping with Random Forests: A Case Study of Tongling, Anhui, China

Jie Xiang, Keyan Xiao, Emmanuel John M. Carranza et al. · Natural Resources Research · 2019 · 84 citations

Ore Exploration, Engineering, Geomorphology +12

Prospecting Information Extraction by Text Mining Based on Convolutional Neural Networks–A Case Study of the Lala Copper Deposit, China

Shi Li, Jianping Chen, Jie Xiang · IEEE Access · 2018 · 77 citations · Full text

Geological Big Data, Convolutional Neural Network, Engineering +17