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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
Multiple Elite Individual Guided Piecewise Search-Based Differential Evolution
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 135-158
Authors:
Shubham Gupta
;
Shitu Singh
;
Rong Su
;
Shangce Gao
;
Jagdish Chand Bansal
Adobe PDF(3042Kb)
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Submit date:2023/01/03
Control parameters
differential Evolution
metaheuristic algorithms
mutation operator
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:15/3
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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
Dynamic Evolutionary Game-based Modeling, Analysis and Performance Enhancement of Blockchain Channels
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 188-202
Authors:
PeiYun Zhang
;
MengChu Zhou
;
ChenXi Li
;
Abdullah Abusorrah
Adobe PDF(4499Kb)
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Submit date:2023/01/03
Blockchain
channel network
evolutionary game
malicious behavior
secure computing
stability analysis
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
Detecting Vulnerability on IoT Device Firmware: A Survey
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 25-41
Authors:
Xiaotao Feng
;
Xiaogang Zhu
;
Qing-Long Han
;
Wei Zhou
;
Sheng Wen
;
Yang Xiang
Adobe PDF(3134Kb)
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Submit date:2023/01/03
Firmware emulation
internet of things (IoT) firmware
network fuzzing
security
static analysis
Contrastive Learning for Blind Super-Resolution via A Distortion-Specific Network
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 78-89
Authors:
Xinya Wang
;
Jiayi Ma
;
Junjun Jiang
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Submit date:2023/01/03
Blind super-resolution
contrastive learning
deep learning
image super-resolution (SR)
Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Humanmachine Hybrid Swarm Intelligence
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 121-144
Authors:
Guo-Yin Wang
Adobe PDF(2487Kb)
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View/Download:23/1
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Submit date:2023/01/18
Swarm intelligence
single-population
multi-population
human-machine hybrid
multi-granularity
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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Submit date:2023/01/18
Brain imaging genomics
machine learning
multivariate analysis
association analysis
outcome prediction