Danya Xu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Ensemble Learning

Tropical Cyclone

Pedestrian Tracking

Top Venues

Future Gener. Comput. Syst.

Publications

Tianwei Lu, Yong Han, Qicheng Zhou, Li Dong, Yurong Zhang, Ximing Deng, Danya Xu
Vegetation Influences on Cloud Cover in Typical Plain and Plateau Regions of Eurasia: 2001-2021. Remote. Sens. 16 (12) (2024)
Handan Sun, Tao Song, Ying Li, Kunlin Yang, Danya Xu, Fan Meng
EEMD-ConvLSTM: a model for short-term prediction of two-dimensional wind speed in the South China Sea. Appl. Intell. 53 (24) (2023)
Zhi Li, Danya Xu, Yuzhe Li, Tianyou Chai, Tao Yang
OSVAE-GAN: Orthogonal Self-Attention Variational Autoencoder Generative Adversarial Networks for Time Series Anomaly Detection. SSCI (2023)
Siqi Li, Yu Zhang, Changsheng Chen, Yiran Zhang, Danya Xu, Song Hu
Assessment of Antarctic Sea Ice Cover in CMIP6 Prediction with Comparison to AMSR2 during 2015-2021. Remote. Sens. 15 (8) (2023)
Fan Meng, Handan Sun, Danya Xu, Pengfei Xie, Tao Song
A Short-Term Tropical Cyclone Intensity Forecasting Method Based on High-Order Tensor (Student Abstract). AAAI (2022)
Fan Meng, Danya Xu, Tao Song
ATDNNS: An adaptive time-frequency decomposition neural network-based system for tropical cyclone wave height real-time forecasting. Future Gener. Comput. Syst. 133 (2022)
Fan Meng, Tao Song, Danya Xu
TCR-GAN: Predicting tropical cyclone passive microwave rainfall using infrared imagery via generative adversarial networks. CoRR (2022)
Fan Meng, Tao Song, Danya Xu
Simulating Tropical Cyclone Passive Microwave Rainfall Imagery Using Infrared Imagery via Generative Adversarial Networks. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Tao Song, Wei Wei, Fan Meng, Jiarong Wang, Runsheng Han, Danya Xu
Inversion of Ocean Subsurface Temperature and Salinity Fields Based on Spatio-Temporal Correlation. Remote. Sens. 14 (11) (2022)
Fan Meng, Tongmao Ma, Pengfei Xie, Handan Sun, Danya Xu, Tao Song
Use Ensemble Learning to Estimate the Population and Assets Exposed to Tropical Cyclones. IGARSS (2021)
Fan Meng, Pengfei Xie, Ying Li, Handan Sun, Danya Xu, Tao Song
Tropical Cyclone Size Estimation Using Deep Convolutional Neural Network. IGARSS (2021)
Shanchen Pang, Pengfei Xie, Danya Xu, Fan Meng, Xixi Tao, Bowen Li, Ying Li, Tao Song
NDFTC: A New Detection Framework of Tropical Cyclones from Meteorological Satellite Images with Deep Transfer Learning. Remote. Sens. 13 (9) (2021)
Yuqing Wang, Yibin Li, Yan Song, Danya Xu, Weihong Zheng
A Novel Fault Diagnosis Method Based on Topological Data Analysis. CAA SAFEPROCESS (2021)
Danya Xu, Yibin Li, Yan Song, Lei Jia, Yanjun Liu
IFDS: An Intelligent Fault Diagnosis System With Multisource Unsupervised Domain Adaptation for Different Working Conditions. IEEE Trans. Instrum. Meas. 70 (2021)
Fan Meng, Qingyu Tian, Handan Sun, Danya Xu, Tao Song
Cyclone Identify using Two-Branch Convolutional Neural Network from Global Forecasting System Analysis. IGARSS (2021)
Pengfei Xie, Fan Meng, Bowen Li, Ying Li, Zhiyong Yu, Handan Sun, Tao Song, Danya Xu
Visual Prediction of Tropical Cyclones with Deep Convolutional Generative Adversarial Networks. IGARSS (2021)
Tao Song, Jingyu Jiang, Wei Li, Danya Xu
A Deep Learning Method With Merged LSTM Neural Networks for SSHA Prediction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)