中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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机构
自动化研究所 [11]
地理科学与资源研究... [10]
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OAI收割 [37]
内容类型
期刊论文 [36]
会议论文 [1]
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4602 [1]
2026 [6]
2025 [4]
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Computer S... [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
  |  
浏览/下载:15/0
  |  
提交时间:2026/01/21
Explainable artificial intelligence (XAI)
geohazard assessment
machine learning
SHAP
trustworthy AI
model interpretability
Cropland soil salinity retrieval using a spectral-spatial cross-attention deep learning framework with environmental interpretability
期刊论文
OAI收割
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2026, 卷号: 247, 页码: 111748
作者:
Zhang, Junyan
;
Huang, Chong
;
Li, He
;
Liu, Qingsheng
;
Lu, Miao
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2026/05/22
Soil salinity retrieval
Multimodal remote sensing
Spectral-spatial fusion
Model interpretability
Label-free mangrove mapping from temporally consistent PlanetScope imagery with interpretable deep unfolding network
期刊论文
OAI收割
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2026, 卷号: 235, 页码: 19-37
作者:
Nie, Xiangyu
;
Xue, Zhaohui
;
Li, Xiaofeng
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/06/02
Mangrove
Label-free
PlanetScope
Interpretability
Deep unfolding
Learning interpretable binary codes via semantic alignment for customized image retrieval
期刊论文
OAI收割
PATTERN RECOGNITION, 2026, 卷号: 172, 页码: 14
作者:
Qiao, Shishi
;
Wang, Ruiping
;
Chen, Xilin
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/12/03
Image retrieval
Hashing
Interpretability
Semantic alignment
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:4/0
  |  
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:6/0
  |  
提交时间:2026/03/16
multi-source data fusion
water quality inversion
machine learning optimization
whale optimization algorithm
SHAP interpretability
Pathway-Aware Multimodal Transformer (PAMT): Integrating Pathological Image and Gene Expression for Interpretable Cancer Survival Analysis
期刊论文
OAI收割
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2026, 卷号: 48, 期号: 1, 页码: 896-913
作者:
Yan, Rui
;
Zhang, Xueyuan
;
Jiang, Zihang
;
Wang, Baizhi
;
Bian, Xiuwu
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/05/25
Pathology
Cancer
Transformers
Feature extraction
Data models
Biological system modeling
Analytical models
Deep learning
Semantics
Multimodal transformer
model interpretability
survival analysis
pathological image analysis
gene expression
gene expression
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:3/0
  |  
提交时间:2025/12/19
soil organic carbon
remote sensing-derived variables
Shapley additive explanations
efficacy and interpretability
fragmented agricultural landscapes
Artificial intelligence in natural products research
期刊论文
OAI收割
CHINESE JOURNAL OF NATURAL MEDICINES, 2025, 卷号: 23, 期号: 11, 页码: 1342-1357
作者:
Yuan, Xiao
;
Yang, Xiaobo
;
Pan, Qiyuan
;
Luo, Cheng
;
Luan, Xin
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/01/28
Natural products
Artificial intelligence
Deep learning
Drug discovery
Model interpretability
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:39/0
  |  
提交时间:2025/06/27
Energy absorption characteristic
Rubber concrete material
Tunnel
Intelligent prediction
Model interpretability