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How Generative Adversarial Networks Promote the Development of Intelligent Transportation Systems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1781-1796
作者:  Hongyi Lin;  Yang Liu;  Shen Li;  Xiaobo Qu
Adobe PDF(1497Kb)  |  收藏  |  浏览/下载：135/85  |  提交时间：2023/08/10
Autonomous driving  generative adversarial network (GAN)  intelligent transportation system (ITS)  traffic anomaly inspection  traffic flow  
Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631
作者:  Qinghai Miao;  Yisheng Lv;  Min Huang;  Xiao Wang;  Fei-Yue Wang
Adobe PDF(11937Kb)  |  收藏  |  浏览/下载：854/145  |  提交时间：2023/03/02
Machine learning  parallel learning  parallel systems  sim-to-real  syn-to-real  virtual-to-real  
Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
作者:  Uichin Lee;  Gyuwon Jung;  Eun-Yeol Ma;  Jin San Kim;  Heepyung Kim;  Jumabek Alikhanov;  Youngtae Noh;  Heeyoung Kim
Adobe PDF(2887Kb)  |  收藏  |  浏览/下载：493/341  |  提交时间：2023/01/03
Causal inference  data-driven analytics framework  digital therapeutics (DTx)  mobile and wearable data  technical and behavioral engagement  
Complex-Valued Neural Networks: A Comprehensive Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1406-1426
作者:  ChiYan Lee;  Hideyuki Hasegawa;  Shangce Gao
Adobe PDF(1612Kb)  |  收藏  |  浏览/下载：197/44  |  提交时间：2022/08/01
Complex activation function  complex backpropagation algorithm  complex-valued learning algorithm  complex-valued neural network  deep learning  
Cyberbullying and Cyberviolence Detection: A Triangular User-Activity-Content View 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1384-1405
作者:  Shuwen Wang;  Xingquan Zhu;  Weiping Ding;  Amir Alipour Yengejeh
Adobe PDF(10999Kb)  |  收藏  |  浏览/下载：148/16  |  提交时间：2022/08/01
Classification  clustering  cyberbullying  natural language processing  social network  
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：161/21  |  提交时间：2022/08/01
Artificial intelligence  attention mechanism  encoder-decoder framework  image captioning  multi-modal understanding  training strategies  
Automatic Detection of COVID-19 Infection Using Chest X-Ray Images Through Transfer Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 239-248
作者:  Elene Firmeza Ohata;  Gabriel Maia Bezerra;  João Victor Souza das Chagas;  Aloísio Vieira Lira Neto;  Adriano Bessa Albuquerque;  Victor Hugo C. de Albuquerque;  Pedro Pedrosa Rebouças Filho
Adobe PDF(9228Kb)  |  收藏  |  浏览/下载：120/25  |  提交时间：2021/04/09
Convolutional neural networks (CNNs)  COVID-19  transfer learning  X-ray  
Influence of Data Clouds Fusion From 3D Real-Time Vision System on Robotic Group Dead Reckoning in Unknown Terrain 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 368-385
作者:  Mykhailo Ivanov;  Oleg Sergyienko;  Vera Tyrsa;  Lars Lindner;  Wendy Flores-Fuentes;  Julio Cesar Rodríguez-Quiñonez;  Wilmar Hernandez;  Paolo Mercorelli
浏览  |  Adobe PDF(19362Kb)  |  收藏  |  浏览/下载：194/57  |  提交时间：2021/03/11
Data transfer  group behavior  machine vision  navigation  robotic group (RG)  vision system