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Augmented Industrial Data-Driven Modeling Under the Curse of Dimensionality 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1445-1461
作者:  Xiaoyu Jiang;  Xiangyin Kong;  Zhiqiang Ge
Adobe PDF(25936Kb)  |  收藏  |  浏览/下载:100/31  |  提交时间:2023/05/29
Curse of dimensionality  data augmentation  data-driven modeling  industrial processes  machine learning  
Visuals to Text: A Comprehensive Review on Automatic Image Captioning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1339-1365
作者:  Yue Ming;  Nannan Hu;  Chunxiao Fan;  Fan Feng;  Jiangwan Zhou;  Hui Yu
Adobe PDF(56128Kb)  |  收藏  |  浏览/下载:139/21  |  提交时间:2022/08/01
Artificial intelligence  attention mechanism  encoder-decoder framework  image captioning  multi-modal understanding  training strategies  
Structured Sparse Coding With the Group Log-regularizer for Key Frame Extraction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 10, 页码: 1818-1830
作者:  Zhenni Li;  Yujie Li;  Benying Tan;  Shuxue Ding;  Shengli Xie
Adobe PDF(23281Kb)  |  收藏  |  浏览/下载:119/21  |  提交时间:2022/09/08
Difference of convex algorithm (DCA)  group log-regularizer  key frame extraction  structured sparse coding  
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
作者:  Peiliang Huang;  Junwei Han;  Nian Liu;  Jun Ren;  Dingwen Zhang
Adobe PDF(15349Kb)  |  收藏  |  浏览/下载:155/23  |  提交时间:2021/11/03
Convolutional neural networks (CNNs)  scribble  self-attention  video object segmentation  weakly supervised  
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
作者:  Xin Liu;  Mingyu Yan;  Lei Deng;  Guoqi Li;  Xiaochun Ye;  Dongrui Fan
Adobe PDF(2300Kb)  |  收藏  |  浏览/下载:203/38  |  提交时间:2021/11/03
Efficient training  graph convolutional networks (GCNs)  graph neural networks (GNNs)  sampling method  
Global-Attention-Based Neural Networks for Vision Language Intelligence 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1243-1252
作者:  Pei Liu;  Yingjie Zhou;  Dezhong Peng;  Dapeng Wu
Adobe PDF(24864Kb)  |  收藏  |  浏览/下载:147/24  |  提交时间:2021/06/11
Global attention  image captioning  latent contribution  
Efficient and High-quality Recommendations via Momentum-incorporated Parallel Stochastic Gradient Descent-Based Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 402-411
作者:  Xin Luo;  Wen Qin;  Ani Dong;  Khaled Sedraoui;  MengChu Zhou
Adobe PDF(5091Kb)  |  收藏  |  浏览/下载:141/50  |  提交时间:2021/04/09
Big data  industrial application  industrial data  latent factor analysis  machine learning  parallel algorithm  recommender system (RS)  stochastic gradient descent (SGD)  
Big Data Analytics in Telecommunications: Literature Review and Architecture Recommendations 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 18-38
作者:  Hira Zahid;  Tariq Mahmood;  Ahsan Morshed;  Timos Sellis
浏览  |  Adobe PDF(11375Kb)  |  收藏  |  浏览/下载:144/40  |  提交时间:2021/03/11
Big data analytics  BDA pipeline  BDA technology stack  lambda architecture  python  systematic literature review  telecommunications