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Identification and classification of driving behaviour at a signalized intersection using support vector machine 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 480-491
作者:  Soni Lanka Karri;  Liyanage Chandratilak De Silva;  Daphne Teck Ching Lai;  Shiaw Yin Yong
Adobe PDF(1497Kb)  |  收藏  |  浏览/下载:524/310  |  提交时间:2021/05/24
Signalized intersection  driving behaviour  machine learning  support vector machine (SVM)  road accidents  
Rail Detection Based on LSD and the Least Square Curve Fitting 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 85-95
作者:  Yun-Shui Zheng;  Yan-Wei Jin
浏览  |  Adobe PDF(1314Kb)  |  收藏  |  浏览/下载:254/86  |  提交时间:2021/02/23
Rail inspection  line segment detector (LSD) algorithm  the least square  curve fitting  foreign object detection  
Dynamic System Identification of Underwater Vehicles Using Multi-output Gaussian Processes 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 681-693
作者:  Wilmer Ariza Ramirez;  Juš Kocijan;  Zhi Quan Leong;  Hung Duc Nguyen;  Shantha Gamini Jayasinghe
Adobe PDF(3231Kb)  |  收藏  |  浏览/下载:138/40  |  提交时间:2021/09/13
Dependent Gaussian processes  dynamic system identification  multi-output Gaussian processes  non-parametric identification  autonomous underwater vehicle (AUV)  
fMRI-based Decoding of Visual Information from Human Brain Activity: A Brief Review 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 170-184
作者:  Shuo Huang;  Wei Shao;  Mei-Ling Wang;  Dao-Qiang Zhang
Adobe PDF(4328Kb)  |  收藏  |  浏览/下载:149/37  |  提交时间:2021/04/22
Functional magnetic resonance imaging (fMRI)  functional alignment  brain activity, brain decoding  visual stimuli reconstruction  
Robust Object Tracking via Information Theoretic Measures 期刊论文
International Journal of Automation and Computing, 2020, 期号: 17, 页码: 1
作者:  Wang, Weining;  Li, Qi;  Wang, Liang
Adobe PDF(9045Kb)  |  收藏  |  浏览/下载:179/51  |  提交时间:2020/09/03
Object tracking, information theoretic measures, correntropy, template update, robust to complex noises  
Generalized Multiscale RBF Networks and the DCT for Breast Cancer Detection 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 55-70
作者:  Carlos Beltran-Perez;  Hua-Liang Wei;  Adrian Rubio-Solis
Adobe PDF(1710Kb)  |  收藏  |  浏览/下载:130/46  |  提交时间:2021/02/22
Nonlinear system identification  image processing  discrete cosine transform  radial basis functions  computer-aided diagnosis  neural networks.  
Item Response Theory Based Ensemble in Machine Learning 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 5, 页码: 621-636
作者:  Ziheng Chen;  Hongshik Ahn
浏览  |  Adobe PDF(1163Kb)  |  收藏  |  浏览/下载:161/83  |  提交时间:2021/02/22
Classification  ensemble learning  item response theory  machine learning  expectation maximization (EM) algorithm.  
Toolpath Interpolation and Smoothing for Computer Numerical Control Machining of Freeform Surfaces: A Review 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 1-16
作者:  Wen-Bin Zhong;  Xi-Chun Luo;  Wen-Long Chang;  Yu-Kui Cai;  Fei Ding;  Hai-Tao Liu;  Ya-Zhou Sun
浏览  |  Adobe PDF(2079Kb)  |  收藏  |  浏览/下载:155/31  |  提交时间:2021/02/22
Computer numerical control (CNC)  toolpath  interpolation  smoothing  freeform surface.  
Ground-level Ozone Prediction Using Machine Learning Techniques: A Case Study in Amman, Jordan 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 5, 页码: 667-677
作者:  Maryam Aljanabi;  Mohammad Shkoukani;  Mohammad Hijjawi
浏览  |  Adobe PDF(1159Kb)  |  收藏  |  浏览/下载:75/22  |  提交时间:2021/02/22
Ozone prediction  machine learning  neural networks  supervised learning  regression.  
Robust Object Tracking via Information Theoretic Measures 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 5, 页码: 652-666
作者:  Wei-Ning Wang;  Qi Li;  Liang Wang
Adobe PDF(1855Kb)  |  收藏  |  浏览/下载:146/15  |  提交时间:2021/02/22
Object tracking  information theoretic measures  correntropy  template update  robust to complex noises.