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Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 205-234
Authors:  Xin Liu;  Mingyu Yan;  Lei Deng;  Guoqi Li;  Xiaochun Ye;  Dongrui Fan
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Efficient training  graph convolutional networks (GCNs)  graph neural networks (GNNs)  sampling method  
A Distributed Framework for Large-scale Protein-protein Interaction Data Analysis and Prediction Using MapReduce 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 160-172
Authors:  Lun Hu;  Shicheng Yang;  Xin Luo;  Huaqiang Yuan;  Khaled Sedraoui;  MengChu Zhou
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Distributed computing  large-scale prediction machine learning  MapReduce  protein-protein interaction (PPI)  
Precise Agriculture: Effective Deep Learning Strategies to Detect Pest Insects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 246-258
Authors:  Luca Butera;  Alberto Ferrante;  Mauro Jermini;  Mauro Prevostini;  Cesare Alippi
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Computer vision  machine learning  neural network  pest insect  pest monitoring  Popillia japonica  precise agriculture  
Collaborative Pushing and Grasping of Tightly Stacked Objects via Deep Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 135-145
Authors:  Yuxiang Yang;  Zhihao Ni;  Mingyu Gao;  Jing Zhang;  Dacheng Tao
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Convolutional neural network  deep Q-learning (DQN)  reward function  robotic grasping  robotic pushing  
Domain-Invariant Similarity Activation Map Contrastive Learning for Retrieval-Based Long-Term Visual Localization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 313-328
Authors:  Hanjiang Hu;  Hesheng Wang;  Zhe Liu;  Weidong Chen
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Deep representation learning  place recognition  visual localization  
Scribble-Supervised Video Object Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 339-353
Authors:  Peiliang Huang;  Junwei Han;  Nian Liu;  Jun Ren;  Dingwen Zhang
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Convolutional neural networks (CNNs)  scribble  self-attention  video object segmentation  weakly supervised  
Improving Dendritic Neuron Model With Dynamic Scale-Free Network-Based Differential Evolution 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 99-110
Authors:  Yang Yu;  Zhenyu Lei;  Yirui Wang;  Tengfei Zhang;  Chen Peng;  Shangce Gao
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Artificial neuron networks (ANNs)  dendrite neuron network  differential evolution (DE)  scale-free network  
Generative Adversarial Network Based Heuristics for Sampling-Based Path Planning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 64-74
Authors:  Tianyi Zhang;  Jiankun Wang;  Max Q.-H. Meng
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Generative adversarial network (GAN)  optimal path planning  robot path planning  sampling-based path planning  
Tensor-Based Reliable Multiview Similarity Learning for Robust Spectral Clustering on Uncertain Data 期刊论文
IEEE TRANSACTIONS ON RELIABILITY, 2021, 卷号: 70, 期号: 3, 页码: 916-930
Authors:  Li, Ao;  Chen, Jiajia;  Chen, Deyun;  Yu, Xiaoyang;  Yuan, Mengke;  Xu, Shibiao;  Sun, Guanglu
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Tensors  Matrix decomposition  Adaptation models  Data models  Probabilistic logic  Learning systems  Image reconstruction  Low-rank approximation  multiview clustering  similarity learning  tensor analysis  
基于剪影集合的步态识别方法研究 研究报告
2021
Authors:  侯赛辉
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