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Liufeng Tao
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2020 – today
- 2024
- [j19]Qinjun Qiu, Shiyu Zheng, Miao Tian, Jiali Li, Kai Ma, Liufeng Tao, Zhong Xie:
A deep neural network model for Chinese toponym matching with geographic pre-training model. Int. J. Digit. Earth 17(1) (2024) - [j18]Qinjun Qiu, Jiandong Liu, Mengqi Hao, Weijie Li, Yang Wang, Zhong Xie, Liufeng Tao:
An interoperable software system to store, associate, visualize, and publish global open science data of earth surface system. Environ. Model. Softw. 178: 106070 (2024) - [j17]Yan Chen, Miao Tian, Qirui Wu, Liufeng Tao, Tingyao Jiang, Qinjun Qiu, Hua Huang:
A deep learning-based method for deep information extraction from multimodal data for geological reports to support geological knowledge graph construction. Earth Sci. Informatics 17(3): 1867-1887 (2024) - [j16]Qinjun Qiu, Miao Tian, Zhen Huang, Zhong Xie, Kai Ma, Liufeng Tao
, Dexin Xu:
Chinese engineering geological named entity recognition by fusing multi-features and data enhancement using deep learning. Expert Syst. Appl. 238(Part E): 121925 (2024) - [j15]Miao Tian, Kai Ma, Qirui Wu, Qinjun Qiu
, Liufeng Tao, Zhong Xie:
Joint extraction of entity relations from geological reports based on a novel relation graph convolutional network. Comput. Geosci. 187: 105571 (2024) - [j14]Qirui Wu, Zhong Xie, Miao Tian, Qinjun Qiu, Jianguo Chen
, Liufeng Tao, Yifan Zhao:
Integrating Knowledge Graph and Machine Learning Methods for Landslide Susceptibility Assessment. Remote. Sens. 16(13): 2399 (2024) - 2023
- [j13]Miao Tian, Xinxin Hu, Jiakai Huang, Kai Ma, Haiyan Li, Shuai Zheng, Liufeng Tao, Qinjun Qiu:
Spatio-Temporal Relevance Classification from Geographic Texts Using Deep Learning. ISPRS Int. J. Geo Inf. 12(9): 359 (2023) - [j12]Liufeng Tao, Kai Ma, Miao Tian, Zhenyang Hui, Shuai Zheng, Junjie Liu, Zhong Xie, Qinjun Qiu
:
Developing a Base Domain Ontology from Geoscience Report Collection to Aid in Information Retrieval towards Spatiotemporal and Topic Association. ISPRS Int. J. Geo Inf. 13(1): 14 (2023) - [j11]Ziwei Luo
, Zhong Xie, Jie Wan
, Ziyin Zeng
, Lu Liu, Liufeng Tao:
Indoor 3D Point Cloud Segmentation Based on Multi-Constraint Graph Clustering. Remote. Sens. 15(1): 131 (2023) - [j10]Qinjun Qiu
, Zhong Xie, Kai Ma
, Liufeng Tao
, Shiyu Zheng:
NeuroSPE: A neuro-net spatial relation extractor for natural language text fusing gazetteers and pretrained models. Trans. GIS 27(5): 1526-1549 (2023) - 2022
- [j9]Bin Wang, Liang Wu, Zhong Xie, Qinjun Qiu
, Yuan Zhou, Kai Ma, Liufeng Tao:
Understanding geological reports based on knowledge graphs using a deep learning approach. Comput. Geosci. 168: 105229 (2022) - [j8]Liufeng Tao, Zhong Xie, Dexin Xu, Kai Ma, Qinjun Qiu, Shengyong Pan, Bo Huang:
Geographic Named Entity Recognition by Employing Natural Language Processing and an Improved BERT Model. ISPRS Int. J. Geo Inf. 11(12): 598 (2022) - [j7]Yongyang Xu
, Wei Luo, Anna Hu, Zhong Xie, Xuejing Xie, Liufeng Tao:
TE-SAGAN: An Improved Generative Adversarial Network for Remote Sensing Super-Resolution Images. Remote. Sens. 14(10): 2425 (2022) - [j6]Qinjun Qiu
, Zhong Xie, Kai Ma
, Zhanlong Chen
, Liufeng Tao
:
Spatially oriented convolutional neural network for spatial relation extraction from natural language texts. Trans. GIS 26(2): 839-866 (2022) - [c1]Baode Jiang, Shaofen Xu, Liufeng Tao, Zhong Xie:
A Method for Removing Complex Visible Watermarks of Electronic Map Based on Conditional Generative Adversarial Nets. Geoinformatics 2022: 1-8 - 2021
- [j5]Jianjun Lyu, Ying Hu, Shuliang Ren
, Yao Yao
, Dan Ding, Qingfeng Guan
, Liufeng Tao:
Extracting the Tailings Ponds from High Spatial Resolution Remote Sensing Images by Integrating a Deep Learning-Based Model. Remote. Sens. 13(4): 743 (2021) - 2020
- [j4]Qinjun Qiu, Zhong Xie, Liang Wu, Liufeng Tao:
Automatic spatiotemporal and semantic information extraction from unstructured geoscience reports using text mining techniques. Earth Sci. Informatics 13(4): 1393-1410 (2020)
2010 – 2019
- 2019
- [j3]Qinjun Qiu, Zhong Xie, Liang Wu, Liufeng Tao, Wenjia Li:
BiLSTM-CRF for geological named entity recognition from the geoscience literature. Earth Sci. Informatics 12(4): 565-579 (2019) - [j2]Wenjia Li, Liang Wu, Zhong Xie, Liufeng Tao, Kuanmao Zou, Fengdan Li, Jinli Miao:
Ontology-based question understanding with the constraint of Spatio-temporal geological knowledge. Earth Sci. Informatics 12(4): 599-613 (2019) - 2018
- [j1]Kai Ma
, Liang Wu, Liufeng Tao, Wenjia Li, Zhong Xie:
Matching Descriptions to Spatial Entities Using a Siamese Hierarchical Attention Network. IEEE Access 6: 28064-28072 (2018)
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