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面向自动驾驶的平行视觉关键问题研究 学位论文
, 2023
Authors:  王建功
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平行视觉  自动驾驶  人工系统  计算实验  平行执行  平行训练  
面向自然语言处理深度学习模型的归因解释研究 学位论文
, 2023
Authors:  鞠一鸣
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自然语言处理  可解释人工智能  深度学习  归因解释  事后解释  
Distributed Momentum-Based Frank-Wolfe Algorithm for Stochastic Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 685-699
Authors:  Jie Hou;  Xianlin Zeng;  Gang Wang;  Jian Sun;  Jie Chen
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Distributed optimization  Frank-Wolfe (FW) algorithms  momentum-based method  stochastic optimization  
Echo State Network With Probabilistic Regularization for Time Series Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1743-1753
Authors:  Xiufang Chen;  Mei Liu;  Shuai Li
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Echo state network (ESN)  noise  probabilistic regularization  robustness  
Machine Learning Methods in Solving the Boolean Satisfiability Problem 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 640-655
Authors:  Wenxuan Guo
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Machine learning (ML), Boolean satisfiability (SAT), deep learning, graph neural networks (GNNs), combinatorial optimization  
Second-Order Global Attention Networks for Graph Classification and Regression 会议论文
, Beijing, China, August 27-28, 2022
Authors:  Hu Fenyu;  Cui Zeyu;  Wu Shu;  Liu Qiang;  Wu Jinlin;  Wang Liang;  Tan Tieniu
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Fast and Progressive Misbehavior Detection in Internet of Vehicles Based on Broad Learning and Incremental Learning Systems 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 6, 页码: 4788-4798
Authors:  Wang, Xiao;  Zhu, Yushan;  Han, Shuangshuang;  Yang, Linyao;  Gu, Haixia;  Wang, Fei-Yue
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Convolutional neural networks  Feature extraction  Machine learning algorithms  Deep learning  Global Positioning System  Scalability  Safety  Broad learning system (BLS)  incremental learning system  Internet of Vehicles (IoV)  misbehavior detection  ridge regression approximation  
Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions 期刊论文
INFORMS JOURNAL ON COMPUTING, 2022, 页码: 19
Authors:  Tian, Hu;  Zheng, Xiaolong;  Zhao, Kang;  Liu, Maggie Wenjing;  Zeng, Daniel Dajun
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graph representation learning  deep learning  predictive models  business intelligence  
A Framework for Distributed Semi-supervised Learning Using Single-layer Feedforward Networks 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 63-74
Authors:  Jin Xie, San-Yang Liu, Jia-Xi Chen
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Distributed learning (DL)  semi-supervised learning (SSL)  manifold regularization (MR)  single layer feed-forward neural network (SLFNN)  privacy preserving  
Adaptive Control of Discrete-time Nonlinear Systems Using ITF-ORVFL 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 556-563
Authors:  Xiaofei Zhang;  Hongbin Ma;  Wenchao Zuo;  Man Luo
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Adaptive control  initial-training-free online learning algorithm  random vector functional link networks