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 [3]
海洋研究所 [2]
地理科学与资源研究所 [1]
成都山地灾害与环境研... [1]
地质与地球物理研究所 [1]
采集方式
OAI收割 [8]
内容类型
期刊论文 [8]
发表日期
2025 [1]
2024 [5]
2023 [2]
学科主题
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Decomposing spatio-temporal heterogeneity: Matrix-informed ensemble learning for interpretable prediction
期刊论文
OAI收割
KNOWLEDGE-BASED SYSTEMS, 2025, 卷号: 309, 页码: 112906
作者:
Wang, Lizeng
;
Cheng, Shifen
;
Lu, Feng
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2025/02/24
Spatio-temporal prediction
Ensemble learning
Spatio-temporal heterogeneity
Matrix decomposition
Explainable artificial intelligence
Application of Remote Sensing and Explainable Artificial Intelligence (XAI) for Wildfire Occurrence Mapping in the Mountainous Region of Southwest China
期刊论文
OAI收割
REMOTE SENSING, 2024, 卷号: 16, 期号: 19, 页码: 27
作者:
Liu, Jia
;
Wang, Yukuan
;
Lu, Yafeng
;
Zhao, Pengguo
;
Wang, Shunjiu
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/12/04
wildfire
driving factor
machine learning
random forest
extreme gradient boosting
explainable artificial intelligence
prediction accuracy
ENSO-Related Precursor Pathways of Interannual Thermal Anomalies Identified Using a Transformer-Based Deep Learning Model in the Tropical Pacific
期刊论文
OAI收割
GEOPHYSICAL RESEARCH LETTERS, 2024, 卷号: 51, 期号: 12, 页码: 11
作者:
Zhou, Lu
;
Zhang, Rong-Hua
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/09/02
ENSO predictions
thermal precursors
multivariate three-dimensional (3D) predictions
transformer-based model
explainable artificial intelligence (XAI)
Impacts of central-Pacific El Ni?o and physical drivers on eastern Pacific bigeye tuna
期刊论文
OAI收割
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2024, 页码: 16
作者:
Lian, Peng
;
Gao, Le
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/08/29
bigeye tuna
central-Pacific El Ni & ntilde
ocean heat content
Argo
explainable artificial intelligence (XAI)
information flow
o (CPEN)
Explainable Neural Network for Sensitivity Analysis of Lithium-ion Battery Smart Production
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1944-1953
作者:
Kailong Liu
;
Qiao Peng
;
Yuhang Liu
;
Naxin Cui
;
Chenghui Zhang
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/08/09
Battery management
battery manufacturing
data science
explainable artificial intelligence
sensitivity analysis
Toward Human-centered XAI in Practice: A survey
期刊论文
OAI收割
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 740-770
作者:
Xiangwei Kong
;
Shujie Liu
;
Luhao Zhu
  |  
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2024/07/18
Artificial intelligence (AI) application
explainable AI (XAI)
human-centered design
visual computing
medical diagnosis
Prediction and interpretation of antibiotic-resistance genes occurrence at recreational beaches using machine learning models
期刊论文
OAI收割
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2023, 卷号: 328, 页码: 10
作者:
Iftikhar, Sara
;
Karim, Asad Mustafa
;
Karim, Aoun Murtaza
;
Karim, Mujahid Aizaz
;
Aslam, Muhammad
  |  
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2023/03/30
Antibiotic resistance genes
Machine learning
Black box models
Explainable
Artificial intelligence
Recreational beaches
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 859-876
作者:
Ahmad Chaddad
;
Qizong Lu
;
Jiali Li
;
Yousef Katib
;
Reem Kateb
  |  
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2023/03/22
Domain adaptation
explainable artificial intelligence
federated learning