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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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Submit date:2023/01/03
Deep learning
graph neural network (GNN)
multi-stream
spatial-temporal feature extraction
temporal graph
traffic prediction
Communication-Aware Formation Control of AUVs With Model Uncertainty and Fading Channel via Integral Reinforcement Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 159-176
Authors:
Wenqiang Cao
;
Jing Yan
;
Xian Yang
;
Xiaoyuan Luo
;
Xinping Guan
Adobe PDF(8184Kb)
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Submit date:2023/01/03
Autonomous underwater vehicles (AUVs)
communication-aware
formation
reinforcement learning
uncertainty
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
Exploring the brain-like properties of deep neural networks: a neural encoding perspective
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
Authors:
Qiongyi Zhou
;
Changde Du
;
Huiguang He
Adobe PDF(6004Kb)
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Submit date:2023/01/17
Fine-Grained Vessel Traffic Flow Prediction With a Spatio-Temporal Multigraph Convolutional Network
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 14
Authors:
Liang, Maohan
;
Liu, Ryan Wen
;
Zhan, Yang
;
Li, Huanhuan
;
Zhu, Fenghua
;
Wang, Fei-Yue
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Submit date:2022/11/14
Traffic flow prediction
maritime traffic network
multi-graph convolutional network
automatic identification system (AIS)
平行交通系统中的预测与控制关键技术研究
学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:
戴星原
Adobe PDF(14868Kb)
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Submit date:2022/10/09
平行交通系统
交通预测
交通控制
深度学习
强化学习
基于语义增强与边界感知的交通场景下目标检测方法研究
学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:
王晓莲
Adobe PDF(26080Kb)
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View/Download:113/10
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Submit date:2022/08/22
目标检测
深度卷积神经网络
运动语义
一致性负样本
边界感知与边框进化
Mechanical Particle Filter-Based Active Vision System for Fast Wide-Area Multiobject Detection
期刊论文
IEEE Transactions on Instrumentation and Measurement, 2022, 卷号: 71, 页码: 1-13
Authors:
Long XL(龙宪磊)
;
Ma, Liping
;
Jiang, He
;
Li, Zhikai
;
Chen, Yunze
;
Gu, Qingyi
Adobe PDF(4989Kb)
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Submit date:2022/12/19
High-speed vision , mechanical particle filter (MPF) , object detection , visual feedback , wide-area surveillance
Meta Graph Transformer: A Novel Framework for Spatial-Temporal Traffic Prediction
期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 544-563
Authors:
Ye, Xue
;
Fang, Shen
;
Sun, Fang
;
Zhang, Chunxia
;
Xiang, Shiming
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View/Download:29/0
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Submit date:2022/09/19
Traffic prediction
Spatial-temporal modeling
Meta-learning
Attention mechanism
Deep learning
对抗场景中的智能体策略泛化研究
学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:
陈皓
Adobe PDF(13782Kb)
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Submit date:2022/06/16
深度强化学习
多智能体
策略泛化
Ad-Hoc 协作
信用分配