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A Soft Sensor with Light and Efficient Multi-scale Feature Method for Multiple Sampling Rates in Industrial Processing 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 400-410
Authors:  Dezheng Wang
Adobe PDF(3208Kb)  |  Favorite  |  View/Download:16/3  |  Submit date:2024/04/03
Multi-scale, feature extractor, deep neural network (DNN), multirate sampled industrial processes, prediction  
Preformer: Simple and Efficient Design for Precipitation Nowcasting With Transformers 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 卷号: 21, 页码: 5
Authors:  Jin, Qizhao;  Zhang, Xinbang;  Xiao, Xinyu;  Wang, Ying;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:4/0  |  Submit date:2024/03/26
Precipitation  Transformers  Spatiotemporal phenomena  Decoding  Humidity  Correlation  Computer architecture  Data mining  precipitation nowcasting  transformer  
SpatioTemporal Inference Network for Precipitation Nowcasting With Multimodal Fusion 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 1299-1314
Authors:  Jin, Qizhao;  Zhang, Xinbang;  Xiao, Xinyu;  Wang, Ying;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:16/0  |  Submit date:2024/02/21
Data mining  multimodal knowledge discovery  precipitation nowcasting  
面向异步时空脉冲数据的特征学习 学位论文
, 2023
Authors:  孙琳晖
Adobe PDF(23773Kb)  |  Favorite  |  View/Download:87/3  |  Submit date:2024/01/22
脉冲数据  特征学习  时空关系建模  图卷积神经网络  多尺度特征  
TR-MISR: Multiimage super-resolution based on feature fusion with transformers 期刊论文
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022, 卷号: 15, 页码: 1373-1388
Authors:  An T(安泰);  Zhang X(张鑫);  Huo CL(霍春雷);  Xue B(薛斌);  Wang LF(汪凌峰);  Pan CH(潘春洪)
Adobe PDF(6058Kb)  |  Favorite  |  View/Download:72/5  |  Submit date:2024/01/17
Deep learning  end-to-end networks  feature extraction and fusion  multiimage super-resolution (MISR)  remote sensing  transformers  
基于图神经网络的城市出行起止需求预测方法研究 学位论文
, 2023
Authors:  胡树旺
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时空数据分析  交通预测  图神经网络  数据可视化  
Second-Order Global Attention Networks for Graph Classification and Regression 会议论文
, Beijing, China, August 27-28, 2022
Authors:  Hu Fenyu;  Cui Zeyu;  Wu Shu;  Liu Qiang;  Wu Jinlin;  Wang Liang;  Tan Tieniu
Adobe PDF(69424Kb)  |  Favorite  |  View/Download:163/67  |  Submit date:2023/07/06
Fusing Multi-Granularity Data for Stock Trend Prediction with Contrastive Pre-training 会议论文
, Zhuhai, China, February 17-20, 2023
Authors:  Xu,Haonan;  Li,Jiange;  Wang,Peng;  Yin, Xianchen;  Xue, Wenfang
Adobe PDF(576Kb)  |  Favorite  |  View/Download:152/49  |  Submit date:2023/06/27
Convection-UNet: A Deep Convolutional Neural Network for Convection Detection based on the Geo High-speed Imager of Fengyun-4B 会议论文
, 线上会议, 2023-3
Authors:  Wang YF(王宇飞);  Xiao BH(肖柏华)
Adobe PDF(772Kb)  |  Favorite  |  View/Download:154/54  |  Submit date:2023/06/25
视频中的文本检测与跟踪方法研究 学位论文
, 2023
Authors:  张峻博
Adobe PDF(24487Kb)  |  Favorite  |  View/Download:164/4  |  Submit date:2023/06/25
视频文本检测  文本跟踪  BiRViT-1K  鲁棒特征表示  Transformer