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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:29/0
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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
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
Remaining Useful Life Prediction With Partial Sensor Malfunctions Using Deep Adversarial Networks
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 121-134
Authors:
Xiang Li
;
Yixiao Xu
;
Naipeng Li
;
Bin Yang
;
Yaguo Lei
Adobe PDF(2608Kb)
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View/Download:10/2
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Submit date:2023/01/03
Adversarial training
data fusion
deep learning
remaining useful life (RUL) prediction
sensor malfunction
Loop Closure Detection via Locality Preserving Matching With Global Consensus
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 411-426
Authors:
Jiayi Ma
;
Kaining Zhang
;
Junjun Jiang
Adobe PDF(15763Kb)
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Submit date:2023/01/16
Feature matching
locality preserving matching
loop closure detection
SLAM
Driver Intent Prediction and Collision Avoidance With Barrier Functions
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 365-375
Authors:
Yousaf Rahman
;
Abhishek Sharma
;
Mrdjan Jankovic
;
Mario Santillo
;
Michael Hafner
Adobe PDF(5237Kb)
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Submit date:2023/01/16
CoRE: Constrained Robustness Evaluation of Machine Learning-Based Stability Assessment for Power Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 557-559
Authors:
Zhenyong Zhang
;
David K. Y. Yau
Adobe PDF(618Kb)
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View/Download:7/0
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Submit date:2023/01/16
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:10/1
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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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Submit date:2023/01/16
Domain adaptation
domain similarity
negative transfer
positive transfer
transfer learning
Three-Way Behavioral Decision Making With Hesitant Fuzzy Information Systems: Survey and Challenges
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 330-350
Authors:
Jianming Zhan
;
Jiajia Wang
;
Weiping Ding
;
Yiyu Yao
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Submit date:2023/01/16
Hesitant fuzzy information system (HFIS)
prospect theory
regret theory
three-way decision (T-WD)
Machine Learning for Brain Imaging Genomics Methods: A Review
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 57-78
Authors:
Mei-Ling Wang
Adobe PDF(2285Kb)
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View/Download:19/2
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Submit date:2023/01/18
Brain imaging genomics
machine learning
multivariate analysis
association analysis
outcome prediction