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Knowledge Commons of Institute of Automation,CAS
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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
A Virtual Reality Platform for Context-Dependent Cognitive Research in Rodents
期刊论文
NEUROSCIENCE BULLETIN, 2022, 页码: 14
Authors:
Qu, Xue-Tong
;
Wu, Jin-Ni
;
Wen, Yunqing
;
Chen, Long
;
Lv, Shi-Lei
;
Liu, Li
;
Zhan, Li-Jie
;
Liu, Tian-Yi
;
He, Hua
;
Liu, Yu
;
Xu, Chun
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View/Download:17/0
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Submit date:2022/12/27
Virtual reality
Spatial context
Contextual behavior
Hippocampus
Place cell
Learning and memory
Ca2+ imaging
A Spatiotemporal Hybrid Model for Airspace Complexity Prediction
期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2022, 页码: 8
Authors:
Du, Wenbo
;
Li, Biyue
;
Chen, Jun
;
Lv, Yisheng
;
Li, Yumeng
Favorite
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View/Download:14/0
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Submit date:2022/11/14
Complexity theory
Atmospheric modeling
Spatiotemporal phenomena
Predictive models
Deep learning
Correlation
Air traffic control
Two subtypes of schizophrenia identified by an individual-level atypical pattern of tensor-based morphometric measurement
期刊论文
CEREBRAL CORTEX, 2022, 页码: 18
Authors:
Shi, Weiyang
;
Fan, Lingzhong
;
Wang, Haiyan
;
Liu, Bing
;
Li, Wen
;
Li, Jin
;
Cheng, Luqi
;
Chu, Congying
;
Song, Ming
;
Sui, Jing
;
Luo, Na
;
Cui, Yue
;
Dong, Zhenwei
;
Lu, Yuheng
;
Ma, Yawei
;
Ma, Liang
;
Li, Kaixin
;
Chen, Jun
;
Chen, Yunchun
;
Guo, Hua
;
Li, Peng
;
Lu, Lin
;
Lv, Luxian
;
Wan, Ping
;
Wang, Huaning
;
Wang, Huiling
;
Yan, Hao
;
Yan, Jun
;
Yang, Yongfeng
;
Zhang, Hongxing
;
Zhang, Dai
;
Jiang, Tianzi
Adobe PDF(4129Kb)
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View/Download:65/2
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Submit date:2022/09/19
schizophrenia
subtype
structural MRI
neuroimaging-clinic association analysis
neuroimaging-transcription association analysis
Deep patch learning algorithms with high interpretability for regression problems
期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 页码: 38
Authors:
Huang, Yunhu
;
Chen, Dewang
;
Zhao, Wendi
;
Lv, Yisheng
;
Wang, Shiping
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View/Download:39/0
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Submit date:2022/07/25
deep learning
deep patch learning fuzzy system
fuzzy C-means clustering
interpretability
maximum information coefficient (MIC)
Pearson's correlation coefficients (PCC)
Instance-Level Knowledge Transfer for Data-Driven Driver Model Adaptation With Homogeneous Domains
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
Authors:
Lu, Chao
;
Lv, Chen
;
Gong, Jianwei
;
Wang, Wenshuo
;
Cao, Dongpu
;
Wang, Fei-Yue
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View/Download:45/0
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Submit date:2022/06/10
Vehicles
Adaptation models
Data models
Hidden Markov models
Knowledge transfer
Transfer learning
Training
Driver behaviour
driver model adaptation
transfer learning
importance weight
Special Section on Safety of Automated Driving in Intelligent Transportation Systems
期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2022, 卷号: 14, 期号: 2, 页码: 8-9
Authors:
Wang, Hong
;
Lv, Chen
;
Hu, Xiaosong
;
Lv, Yisheng
;
Li, Lingxi
;
Hashemi, Ehsan
;
Wang, Meng
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Submit date:2022/06/10
Future Directions of Intelligent Vehicles: Potentials, Possibilities, and Perspectives
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2022, 卷号: 7, 期号: 1, 页码: 7-10
Authors:
Cao, Dongpu
;
Wang, Xiao
;
Li, Lingxi
;
Lv, Chen
;
Na, Xiaoxiang
;
Xing, Yang
;
Li, Xuan
;
Li, Ying
;
Chen, Yuanyuan
;
Wang, Fei-Yue
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View/Download:66/0
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Submit date:2022/06/10
Consistent brain structural abnormalities and multisite individualised classification of schizophrenia using deep neural networks
期刊论文
BRITISH JOURNAL OF PSYCHIATRY, 2022, 页码: 8
Authors:
Cui, Yue
;
Li, Chao
;
Liu, Bing
;
Sui, Jing
;
Song, Ming
;
Chen, Jun
;
Chen, Yunchun
;
Guo, Hua
;
Li, Peng
;
Lu, Lin
;
Lv, Luxian
;
Ning, Yuping
;
Wan, Ping
;
Wang, Huaning
;
Wang, Huiling
;
Wu, Huawang
;
Yan, Hao
;
Yan, Jun
;
Yang, Yongfeng
;
Zhang, Hongxing
;
Zhang, Dai
;
Jiang, Tianzi
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View/Download:53/0
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Submit date:2022/06/06
Deep learning
grey matter
meta-analysis
multisite study
schizophrenia
A Spatiotemporal Neural Network Model for Estimated-Time-of-Arrival Prediction of Flights in a Terminal Maneuvering Area
期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2022, 页码: 14
Authors:
Ma, Yan
;
Du, Wenbo
;
Chen, Jun
;
Thong, Yu
;
Lv, Yisheng
;
Coo, Xianbin
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View/Download:42/0
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Submit date:2022/02/16
Trajectory
Predictive models
Boosting
Atmospheric modeling
Spatiotemporal phenomena
Meteorology
Prediction algorithms