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 [12]
地理科学与资源研究... [10]
计算技术研究所 [3]
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数学与系统科学研究院 [2]
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OAI收割 [44]
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期刊论文 [40]
学位论文 [2]
SCI/SSCI论文 [1]
会议论文 [1]
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2024 [2]
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Towards interpreting machine learning models for understanding the relationship between vegetation growth and climate factors: A case study of the Anhui Province, China
期刊论文
OAI收割
ECOLOGICAL INDICATORS, 2024, 卷号: 167
作者:
Bao, Nana
;
Peng, Kai
;
Yan, Xingting
;
Lu, Yanxi
;
Liu, Mingyu
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/11/20
Vegetation index
Climate
Machine learning
Interpretable methods
Anhui Province
SHAPAttack: Shapley-Guided Multigranularity Adversarial Attack Against Text Transformers
期刊论文
OAI收割
IEEE INTELLIGENT SYSTEMS, 2024, 卷号: 39, 期号: 3, 页码: 45-53
作者:
Shi, Jiahui
;
Li, Linjing
;
Zeng, Daniel
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/09/09
Perturbation methods
Transformers
Intelligent systems
Security
Task analysis
Games
Text categorization
Text analysis
Query processing
Benchmark testing
Adversarial machine learning
Ranking (statistics)
Revisiting AUC-Oriented Adversarial Training With Loss-Agnostic Perturbations
期刊论文
OAI收割
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 15494-15511
作者:
Yang, Zhiyong
;
Xu, Qianqian
;
Hou, Wenzheng
;
Bao, Shilong
;
He, Yuan
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2024/05/20
Optimization
Training
Perturbation methods
Machine learning
Receivers
Machine learning algorithms
Linear programming
AUC Optimization
adversarial learning
machine learning
KiT-RT: An Extendable Framework for Radiative Transfer and Therapy
期刊论文
OAI收割
ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE, 2023, 卷号: 49, 期号: 4, 页码: 38
作者:
Kusch, Jonas
;
Schotthofer, Steffen
;
Stammer, Pia
;
Wolters, Jannick
;
Xiao TB(肖天白)
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2024/06/04
Kinetic theory
radiation transport
radiation therapy
finite volume methods
machine learning
Improving near-real-time satellite precipitation products through multistage modified schemes
期刊论文
OAI收割
ATMOSPHERIC RESEARCH, 2023, 卷号: 292, 页码: 106875
作者:
Meng, Chengcheng
;
Mo, Xingguo
;
Liu, Suxia
;
Hu, Shi
  |  
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2023/08/22
Open-access rainfall datasets
Machine learning
Statistical methods
Precipitation occurrence and intensity
Bias correction
Data fusion
A Review of Application of Machine Learning in Storm Surge Problems
期刊论文
OAI收割
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 卷号: 11, 期号: 9, 页码: 35
作者:
Qin, Yue
;
Su, Changyu
;
Chu, Dongdong
;
Zhang, Jicai
;
Song, Jinbao
  |  
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2023/11/15
storm surge prediction
machine learning
hybrid methods
physics-informed neural networks
A Review of Application of Machine Learning in Storm Surge Problems
期刊论文
OAI收割
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 卷号: 11, 期号: 9, 页码: 35
作者:
Qin, Yue
;
Su, Changyu
;
Chu, Dongdong
;
Zhang, Jicai
;
Song, Jinbao
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2024/11/02
storm surge prediction
machine learning
hybrid methods
physics-informed neural networks
Robust Monitor for Industrial IoT Condition Prediction
期刊论文
OAI收割
IEEE INTERNET OF THINGS JOURNAL, 2023, 卷号: 10, 期号: 10, 页码: 8618-8629
作者:
Zhang, Xingwei
;
Tian, Hu
;
Zheng, Xiaolong
;
Zeng, Daniel Dajun
  |  
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2023/11/17
Perturbation methods
Monitoring
Industrial Internet of Things
Training
Predictive models
Robustness
Temperature sensors
Adversarial perturbation
adversarial training
Industrial Internet of Things (IIoT)
machine learning (ML)
temporal convolutional network (TCN)
GWAS-assisted genomic prediction of cadmium accumulation in maize kernel with machine learning and linear statistical methods
期刊论文
OAI收割
JOURNAL OF HAZARDOUS MATERIALS, 2023, 卷号: 441
作者:
Yan, Huili
;
Guo, Hanyao
;
Xu, Wenxiu
;
Dai, Changhua
;
Kimani, Wilson
  |  
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2024/03/07
Genomic prediction
Maize Cd accumulation
Machine learning
Linear statistical methods
Distributed stochastic gradient tracking methods with momentum acceleration for non-convex optimization
期刊论文
OAI收割
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2022, 页码: 42
作者:
Gao, Juan
;
Liu, Xin-Wei
;
Dai, Yu-Hong
;
Huang, Yakui
;
Gu, Junhua
  |  
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2023/02/07
Distributed non-convex optimization
Machine learning
Momentum methods
Optimization algorithms
Convergence rate