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
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期刊论文 [927]
学位论文 [101]
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Missing data imputation and classification of small sample missing time series data based on gradient penalized adversarial multi-task learning
期刊论文
OAI收割
APPLIED INTELLIGENCE, 2024, 页码: 23
作者:
Liu, Jing-Jing
;
Yao, Jie-Peng
;
Liu, Jin-Hang
;
Wang, Zhong-Yi
;
Huang, Lan
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2024/03/27
Missing time series data
Small samples
Imputation
Classification
Gradient penalized adversarial Multitasking
High-Precision Microscale Particulate Matter Prediction in Diverse Environments Using a Long Short-Term Memory Neural Network and Street View Imagery
期刊论文
OAI收割
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2024
作者:
Liu, Xiansheng
;
Zhang, Xun
;
Wang, Rui
;
Liu, Ying
;
Hadiatullah, Hadiatullah
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2024/03/11
PM metrics
deep learning
LSTM
exposureassessment models
air quality
Aggravation of global maize yield loss risk under various hot and dry scenarios using multiple types of prediction approaches
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2024
作者:
Yin, Xiaomeng
;
Leng, Guoyong
;
Huang, Shengzhi
;
Peng, Jian
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/02/05
dry
hot
machine learning
maize yield loss risk
process-based models
regression
ICaps-ResLSTM: Improved capsule network and residual LSTM for EEG emotion recognition
期刊论文
OAI收割
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 卷号: 87, 页码: 9
作者:
Fan, Cunhang
;
Xie, Heng
;
Tao, Jianhua
;
Li, Yongwei
;
Pei, Guanxiong
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/11/15
Electroencephalogram
Emotion recognition
Capsule network
Residual Long-Short Term Memory
Data-Driven Learning Control Algorithms for Unachievable Tracking Problems
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 205-218
作者:
Zeyi Zhang
;
Hao Jiang
;
Dong Shen
;
Samer S. Saab
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2024/01/02
Data-driven algorithms
incomplete information
iterative learning control
gradient information
unachievable problems
Sea Surface Temperature and Marine Heat Wave Predictions in the South China Sea: A 3D U-Net Deep Learning Model Integrating Multi-Source Data
期刊论文
OAI收割
ATMOSPHERE, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:
Xie, Bowen
;
Qi, Jifeng
;
Yang, Shuguo
;
Sun, Guimin
;
Feng, Zhongkun
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2024/04/07
sea surface temperature
deep learning
3D U-Net model
marine heat waves
South China Sea
multi-source data
AnyFace++: A Unified Framework for Free-style Text-to-Face Synthesis and Manipulation
期刊论文
OAI收割
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 页码: 1-15
作者:
Sun, Jianxin
;
Deng, Qiyao
;
Li, Qi
;
Sun, Muyi
;
Liu, Yunfan
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/02/23
Contrastive Correlation Preserving Replay for Online Continual Learning
期刊论文
OAI收割
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 1, 页码: 124-139
作者:
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2024/03/26
Task analysis
Correlation
Knowledge transfer
Training
Memory management
Data models
Mutual information
Continual learning
catastrophic forgetting
class-incremental learning
experience replay
Unveiling the potential of machine learning in schizophrenia diagnosis: A meta-analytic study of task-based neuroimaging data
期刊论文
OAI收割
PSYCHIATRY AND CLINICAL NEUROSCIENCES, 2023, 页码: 12
作者:
Wang, Xuan
;
Yan, Chao
;
Yang, Peng-yuan
;
Xia, Zheng
;
Cai, Xin-lu
  |  
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2024/01/22
attention
machine learning
meta-analysis
schizophrenia
task-based fMRI
Prediction of monthly average and extreme atmospheric temperatures in Zhengzhou based on artificial neural network and deep learning models
期刊论文
OAI收割
FRONTIERS IN FORESTS AND GLOBAL CHANGE, 2023, 卷号: 6, 页码: 1249300
作者:
Guo, Qingchun
;
He, Zhenfang
;
Wang, Zhaosheng
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/01/04
extreme atmospheric temperature
artificial neural network
deep learning
CNN-GRU
CNN-LSTM
prediction
training algorithm
forest