中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
自动化研究所 [11]
地理科学与资源研究所 [9]
计算技术研究所 [3]
重庆绿色智能技术研究... [2]
力学研究所 [1]
国家空间科学中心 [1]
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采集方式
OAI收割 [32]
内容类型
期刊论文 [31]
会议论文 [1]
发表日期
4602 [1]
2026 [2]
2025 [3]
2024 [9]
2023 [4]
2022 [7]
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学科主题
Computer S... [1]
Informatio... [1]
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The Transparency Revolution in Geohazard Science: A Systematic Review and Research Roadmap for Explainable Artificial Intelligence
期刊论文
OAI收割
CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, 4602, 卷号: N/A
作者:
Tosan, Moein
;
Nourani, Vahid
;
Kisi, Ozgur
;
Zhang, Yongqiang
;
Kantoush, Sameh A.
  |  
收藏
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浏览/下载:1/0
  |  
提交时间:2026/01/21
Explainable artificial intelligence (XAI)
geohazard assessment
machine learning
SHAP
trustworthy AI
model interpretability
Interpretable deep learning hybrid streamflow prediction modeling based on multi-source data fusion
期刊论文
OAI收割
ENVIRONMENTAL MODELLING & SOFTWARE, 2026, 卷号: 196, 页码: 106796
作者:
Wang, Zhaocai
;
Ding, Cheng
;
Xu, Nannan
;
Wang, Weilong
;
Zhang, Xingxing
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/02/09
Streamflow prediction
Deep learning
Feature extraction
Mode decomposition
Nonlinear integration
Interpretability
Multi-Source Data Fusion and Heuristic-Optimized Machine Learning for Large-Scale River Water Quality Parameters Monitoring
期刊论文
OAI收割
REMOTE SENSING, 2026, 卷号: 18, 期号: 2, 页码: 320
作者:
Fang, Kehang
;
Wu, Feng
;
Gao, Xing
;
Li, Zhihui
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2026/03/16
multi-source data fusion
water quality inversion
machine learning optimization
whale optimization algorithm
SHAP interpretability
Mapping soil organic carbon in fragmented agricultural landscapes: The efficacy and interpretability of multi-category remote sensing variables
期刊论文
OAI收割
JOURNAL OF INTEGRATIVE AGRICULTURE, 2025, 卷号: 24, 期号: 11, 页码: 4395-4414
作者:
Wei, Yujiao
;
Chen, Yiyun
;
Wang, Jiaxue
;
Yu, Peiheng
;
Xu, Lu
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/12/19
soil organic carbon
remote sensing-derived variables
Shapley additive explanations
efficacy and interpretability
fragmented agricultural landscapes
Predicting energy absorption characteristic of rubber concrete materials
期刊论文
OAI收割
CONSTRUCTION AND BUILDING MATERIALS, 2025, 卷号: 465, 页码: 16
作者:
Mei, Xiancheng
;
Li, Jianhe
;
Zhang, Jiamin
;
Cui, Zhen
;
Zhou, Jian
  |  
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2025/06/27
Energy absorption characteristic
Rubber concrete material
Tunnel
Intelligent prediction
Model interpretability
Interpretable flash flood susceptibility mapping in Yarlung Tsangpo River Basin using H2O Auto-ML
期刊论文
OAI收割
SCIENTIFIC REPORTS, 2025, 卷号: 15, 期号: 1, 页码: 1702
作者:
He, Fei
;
Liu, Suxia
;
Mo, Xingguo
;
Wang, Zhonggen
  |  
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2025/02/24
Flash flood susceptibility
Yarlung Tsangpo River Basin
Machine learning
Model interpretability
GENNDTI: Drug-Target Interaction Prediction Using Graph Neural Network Enhanced by Router Nodes
期刊论文
OAI收割
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: 28, 期号: 12, 页码: 7588-7598
作者:
Yang, Beiyuan
;
Liu, Yule
;
Wu, Junfeng
;
Bai, Fang
;
Zheng, Mingyue
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收藏
  |  
浏览/下载:30/0
  |  
提交时间:2025/01/14
DTI
interpretability
graph enhancement
prior knowledge
graph neural network
DTI
interpretability
graph enhancement
prior knowledge
graph neural network
Understanding human mobility and trip demand through sparse trajectories of private e-bikes
期刊论文
OAI收割
JOURNAL OF CLEANER PRODUCTION, 2024, 卷号: 471, 页码: 143444
作者:
Wang, Peixiao
;
Zhang, Hengcai
;
Cheng, Shifen
;
Lu, Feng
;
Zhang, Tong
  |  
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2024/10/21
Human mobility
Private e-bike trajectories
e-bike trip
Model interpretability
Driving mechanisms
Explainable deep learning insights into the history and future of net primary productivity in China
期刊论文
OAI收割
ECOLOGICAL INDICATORS, 2024, 卷号: 166, 页码: 112394
作者:
Liu, Nanjian
;
Hao, Zhixin
;
Zhao, Peng
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收藏
  |  
浏览/下载:40/0
  |  
提交时间:2024/09/19
Net primary productivity
Deep learning
Interpretability
Driving factors
Climate change
Towards interpretable machine learning for observational quantification of soil heavy metal concentrations under environmental constraints
期刊论文
OAI收割
SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 卷号: 926, 页码: 12
作者:
Sun, Yishan
;
Chen, Shuisen
;
Jiang, Hao
;
Qin, Boxiong
;
Li, Dan
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收藏
  |  
浏览/下载:113/0
  |  
提交时间:2024/09/13
Pollutants
Remote sensing
Hyperspectral
Satellite
Interpretability
Prediction