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 [5]
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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OAI收割 [27]
内容类型
期刊论文 [26]
会议论文 [1]
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2025 [1]
2024 [9]
2023 [4]
2022 [7]
2021 [2]
2019 [2]
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Computer S... [1]
Informatio... [1]
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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:3/0
  |  
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
  |  
收藏
  |  
浏览/下载:5/0
  |  
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:11/0
  |  
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
  |  
收藏
  |  
浏览/下载:12/0
  |  
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
  |  
收藏
  |  
浏览/下载:76/0
  |  
提交时间:2024/09/13
Pollutants
Remote sensing
Hyperspectral
Satellite
Interpretability
Prediction
A deep latent space model for interpretable representation learning on directed graphs
期刊论文
OAI收割
NEUROCOMPUTING, 2024, 卷号: 576, 页码: 13
作者:
Yang, Hanxuan
;
Kong, Qingchao
;
Mao, Wenji
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2024/05/30
Graph representation learning
Deep latent space model
Model interpretability
Variational auto-encoder
Directed graph
Explainability for Large Language Models: A Survey
期刊论文
OAI收割
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 卷号: 15, 期号: 2, 页码: 38
作者:
Zhao, Haiyan
;
Chen, Hanjie
;
Yang, Fan
;
Liu, Ninghao
;
Deng, Huiqi
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/12/06
Explainability
interpretability
large language models
Towards interpretable imaging genomics analysis: Methodological developments and applications
期刊论文
OAI收割
INFORMATION FUSION, 2024, 卷号: 102, 页码: 18
作者:
Cen, Xiaoping
;
Dong, Wei
;
Lv, Wei
;
Zhao, Yi
;
Dubee, Fred
  |  
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2023/12/04
Interpretability
Imaging genomics
Genotype -phenotype association
Precision medicine
An Interpretable Image Denoising Framework via Dual Disentangled Representation Learning
期刊论文
OAI收割
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 1, 页码: 2016-2030
作者:
Liang, Yunji
;
Fan, Jiayuan
;
Zheng, Xiaolong
;
Wang, Yutong
;
Huangfu, Luwen
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/07/22
Meteorology
Task analysis
Image denoising
Noise reduction
Image restoration
Semantics
Robustness
Dual disentangled representation
adverse weather
image denoising
interpretability
robustness
Interpretability of Neural Networks Based on Game-theoretic Interactions
期刊论文
OAI收割
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 718-739
作者:
Huilin Zhou
;
Jie Ren
;
Huiqi Deng
;
Xu Cheng
;
Jinpeng Zhang
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2024/07/18
Model interpretability and transparency
explainable AI
game theory
interaction
deep learning