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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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自动化研究所 [205]
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On the use of explainable AI for susceptibility modeling: Examining the spatial pattern of SHAP values
期刊论文
OAI收割
GEOSCIENCE FRONTIERS, 2024, 卷号: 15, 期号: 4, 页码: 101800
作者:
Wang, Nan
;
Zhang, Hongyan
;
Dahal, Ashok
;
Cheng, Weiming
;
Zhao, Min
  |  
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2024/04/08
Hydro-morphological processes
SHAP maps
Explainable AI
China
Rapid prediction of regenerator performance for regenerative cryogenics cryocooler based on convolutional neural network
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF REFRIGERATION, 2024, 卷号: 158, 页码: 225-237
作者:
Chen, Xiantong
;
Li, Shanshan
;
Yu, Jun
;
Yang, Sen
;
Chen, Hao
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/02/29
Convolutional neural network
Deep learning
Regenerator
Cryogenic cooler
REGEN 3.3 software
Hierarchical U-net with re-parameterization technique for spatio-temporal weather forecasting
期刊论文
OAI收割
MACHINE LEARNING, 2024, 页码: 19
作者:
Xu, Baowen
;
Wang, Xuelei
;
Li, Jingwei
;
Liu, Chengbao
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/02/21
Spatio-temporal weather forecasting
U-Net
Re-parameterization
Autonomous Vehicle Platoons In Urban Road Networks: A Joint Distributed Reinforcement Learning and Model Predictive Control Approach
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 141-156
作者:
Luigi D’Alfonso
;
Francesco Giannini
;
Giuseppe Franzè
;
Giuseppe Fedele
;
Francesco Pupo
  |  
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2024/01/02
Distributed model predictive control
distributed reinforcement learning
routing decisions
urban road networks
Point Cloud Classification Using Content-Based Transformer via Clustering in Feature Space
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 231-239
作者:
Yahui Liu
;
Bin Tian
;
Yisheng Lv
;
Lingxi Li
;
Fei-Yue Wang
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/01/02
Content-based Transformer
deep learning
feature aggregator
local attention
point cloud classification
Rapid Determination of Positive-Negative Bacterial Infection Based on Micro-Hyperspectral Technology
期刊论文
OAI收割
SENSORS, 2024, 卷号: 24, 期号: 2
作者:
Du, Jian
;
Tao, Chenglong
;
Qi, Meijie
;
Hu, Bingliang
;
Zhang, Zhoufeng
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/03/04
micro-hyperspectral technology
bacterial infection
positive-negative determination
spectral feature
directly smeared urine sample
deep learning
Deep Video Harmonization by Improving Spatial-temporal Consistency
期刊论文
OAI收割
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 46-54
作者:
Xiuwen Chen, Li Fang, Long Ye, Qin Zhang
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/01/25
Harmonization, temporal consistency, video editing, video composition, nonlocal similarity
Fusion Networks of CNN and Transformer with Channel Attention for Accurate Tumor Imaging in Magnetic Particle Imaging
期刊论文
OAI收割
BIOLOGY-BASEL, 2024, 卷号: 13, 期号: 1, 页码: 17
作者:
Shang, Yaxin
;
Liu, Jie
;
Wang, Yueqi
;
Bertrand, Helene
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2024/03/26
magnetic particle imaging
convolutional neural network
transformer
tumor imaging
accurate quantification
Preformer: Simple and Efficient Design for Precipitation Nowcasting With Transformers
期刊论文
OAI收割
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 卷号: 21, 页码: 5
作者:
Jin, Qizhao
;
Zhang, Xinbang
;
Xiao, Xinyu
;
Wang, Ying
;
Xiang, Shiming
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2024/03/26
Precipitation
Transformers
Spatiotemporal phenomena
Decoding
Humidity
Correlation
Computer architecture
Data mining
precipitation nowcasting
transformer
A Geoscience-Aware Network (GASlumNet) Combining UNet and ConvNeXt for Slum Mapping
期刊论文
OAI收割
REMOTE SENSING, 2024, 卷号: 16, 期号: 2, 页码: 19
作者:
Lu, Wei
;
Hu, Yunfeng
;
Peng, Feifei
;
Feng, Zhiming
;
Yang, Yanzhao
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/03/04
slum mapping
deep learning
geoscience-aware paradigm
semantic segmentation
remote sensing