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CNN-Based Broad Learning for Cross-Domain Emotion Classification
期刊论文
TSINGHUA SCIENCE AND TECHNOLOGY, 2023, 卷号: 28, 期号: 2, 页码: 360-369
Authors:
Zeng, Rong
;
Liu, Hongzhan
;
Peng, Sancheng
;
Cao, Lihong
;
Yang, Aimin
;
Zong, Chengqing
;
Zhou, Guodong
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View/Download:31/0
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Submit date:2022/11/14
Measurement
Deep learning
Adaptation models
Feature extraction
Convolutional neural networks
Data mining
Task analysis
cross-domain emotion classification
CNN
broad learning
classifier
co-training
STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 226-238
Authors:
Zebing Wei
;
Hongxia Zhao
;
Zhishuai Li
;
Xiaojie Bu
;
Yuanyuan Chen
;
Xiqiao Zhang
;
Yisheng Lv
;
Fei-Yue Wang
Adobe PDF(7068Kb)
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View/Download:18/4
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Submit date:2023/01/03
Deep learning
graph neural network (GNN)
multi-stream
spatial-temporal feature extraction
temporal graph
traffic prediction
On Dual-Mode Driving Control Method for a Novel Unmanned Tractor With High Safety and Reliability
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 254-271
Authors:
Wei Lu
;
Jiacheng Li
;
Huanhuan Qin
;
Lei Shu
;
Aiguo Song
Adobe PDF(23989Kb)
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View/Download:14/1
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Submit date:2023/01/03
Dual-mode control
safety and reliability
self-driving (SD)
tele-driving (TD)
unmanned tractor
A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 177-187
Authors:
Qing Xu
;
Min Wu
;
Edwin Khoo
;
Zhenghua Chen
;
Xiaoli Li
Adobe PDF(6437Kb)
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Submit date:2023/01/03
Deep learning
early prediction
lithium-ion battery
remaining useful life (RUL)
Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
Authors:
Uichin Lee
;
Gyuwon Jung
;
Eun-Yeol Ma
;
Jin San Kim
;
Heepyung Kim
;
Jumabek Alikhanov
;
Youngtae Noh
;
Heeyoung Kim
Adobe PDF(2887Kb)
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Submit date:2023/01/03
Causal inference
data-driven analytics framework
digital therapeutics (DTx)
mobile and wearable data
technical and behavioral engagement
VLP: A Survey on Vision-language Pre-training
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 38-56
Authors:
Fei-Long Chen
Adobe PDF(1427Kb)
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Submit date:2023/01/18
Vision and language
pre-training
transformers
multimodal learning
representation learning
Data-Driven Control of Distributed Event-Triggered Network Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 351-364
Authors:
Xin Wang
;
Jian Sun
;
Gang Wang
;
Frank Allgöwer
;
Jie Chen
Adobe PDF(2396Kb)
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View/Download:8/0
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Submit date:2023/01/16
Data-driven control
distributed event-triggered network system (ETS)
linear matrix inequalitie (LMI)
looped-functional
stability
Deep Domain-Adversarial Anomaly Detection With One-Class Transfer Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 524-546
Authors:
Wentao Mao
;
Gangsheng Wang
;
Linlin Kou
;
Xihui Liang
Adobe PDF(25706Kb)
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View/Download:11/1
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Submit date:2023/01/16
Anomaly detection
domain adaptation
domain-adversarial training
one-class classification
transfer learning
A Survey on Negative Transfer
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 305-329
Authors:
Wen Zhang
;
Lingfei Deng
;
Lei Zhang
;
Dongrui Wu
Adobe PDF(2739Kb)
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View/Download:16/1
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Submit date:2023/01/16
Domain adaptation
domain similarity
negative transfer
positive transfer
transfer learning
面向中文微博的情绪-原因对抽取数据集构建及分析研究
期刊论文
中文信息学报, 2022, 页码: 0
Authors:
陈仲豪
;
朱军楠
;
向露
;
周玉
;
宗成庆
Adobe PDF(872Kb)
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View/Download:202/22
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Submit date:2022/06/16
情绪-原因对抽取
中文社交媒体
微博数据集