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Chinese Academy of Sciences Institutional Repositories Grid
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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
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
Comprehensive Relation Modelling for Image Paragraph Generation
期刊论文
OAI收割
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 369-382
作者:
Xianglu Zhu
  |  
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2024/04/03
Image paragraph generation, visual relationship, scene graph, graph convolutional network (GCN), long short-term memory
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
A coupled model applied to complex river-lake systems
期刊论文
OAI收割
HYDROLOGICAL SCIENCES JOURNAL, 2023, 卷号: N/A
作者:
Zhang, Qi
;
Zhan, Chesheng
;
Wang, Yueling
;
Zhang, Haoyue
;
Lin, Zhonghui
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/01/04
coupled model
river-lake system
machine learning
hydrology
hydrodynamic model
Frontal lobe epilepsy: an eye tracking study of memory and attention
期刊论文
OAI收割
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17
作者:
Zhang, Qiong
;
Sun, Weifeng
;
Huang, Kailing
;
Qin, Li
;
Wen, Shirui
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/01/17
eye tracking
memory deficit
frontal lobe epilepsy
visual attention
eye movement
Magnetotelluric Time Series Denoising Using Encoder-Decoder Consisted of LSTM Cells
期刊论文
OAI收割
Journal of Physics: Conference Series, 2023, 卷号: 2651, 期号: 1
作者:
Wang,Sihao
;
He,Lanfang
;
Wang,Xuben
;
Li,Liang
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/01/22
LSTM
Magnetotelluric
Denoising
Encoder-Decoder
Time Series