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| Advances in Deep Learning Methods for Visual Tracking: Literature Review and Fundamentals 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 311-333 作者: Xiao-Qin Zhang; Run-Hua Jiang; Chen-Xiang Fan; Tian-Yu Tong; Tao Wang Peng-Cheng Huang Adobe PDF(1787Kb)  |  收藏  |  浏览/下载:256/37  |  提交时间:2021/05/24 Deep learning visual tracking data-invariant data-adaptive general components |
| Supervised and Semi-supervised Methods for Abdominalm Organ Segmentation: A Review 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 887-914 作者: Isaac Baffour Senkyire; Zhe Liu Adobe PDF(1308Kb)  |  收藏  |  浏览/下载:204/45  |  提交时间:2021/11/26 Abdominal organ, supervised segmentation semi-supervised segmentation evaluation metrics image segmentation machine learning |
| Fault Classification for On-board Equipment of High-speed Railway Based on Attention Capsule Network 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 814-825 作者: Lu-Jie Zhou; Jian-Wu Dang; Zhen-Hai Zhan Adobe PDF(1208Kb)  |  收藏  |  浏览/下载:209/49  |  提交时间:2021/09/13 On-board equipment fault classification capsule network attention mechanism focal loss |
| Computational Decision Support System for ADHD Identification 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 233-255 作者: Senuri De Silva; Sanuwani Dayarathna; Gangani Ariyarathne; Dulani Meedeniya; Sampath Jayarathna; Anne M. P. Michalek Adobe PDF(1937Kb)  |  收藏  |  浏览/下载:260/77  |  提交时间:2021/04/22 Attention deficit/hyperactivity disorder (ADHD) functional magnetic resonance imaging (fMRI) eye movement data seed-based correlation ensembled model convolutional neural network (CNN) default mode network (DMN) saccades fixations ADHD-Care decision support system (DDS) |
| Spectral-spatial Classification of Hyperspectral Images Using Signal Subspace Identification and Edge-preserving Filter 期刊论文 International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 222-232 作者: Negin Alborzi; Fereshteh Poorahangaryan; Homayoun Beheshti 浏览  |  Adobe PDF(1128Kb)  |  收藏  |  浏览/下载:149/47  |  提交时间:2021/02/22 Hyperspectral image remote sensing the hyperspectral signal subspace identification (HYSIME) edge-preserving filter classification support vector machine. |
| 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 浏览  |  Adobe PDF(1710Kb)  |  收藏  |  浏览/下载:129/45  |  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. |
| Integration of Facial Thermography in EEG-based Classification of ASD 期刊论文 International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 837-854 作者: Dilantha Haputhanthri; Gunavaran Brihadiswaran; Sahan Gunathilaka; Dulani Meedeniya; Sampath Jayarathna; Mark Jaime; Christopher Harshaw 浏览  |  Adobe PDF(1617Kb)  |  收藏  |  浏览/下载:184/57  |  提交时间:2021/02/22 Autism spectrum disorder facial thermography EEG signal processing machine learning decision support system ASDGenus. |
| Electronic Nose and Its Applications: A Survey 期刊论文 International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 179-209 作者: Diclehan Karakaya; Oguzhan Ulucan; Mehmet Turkan 浏览  |  Adobe PDF(1365Kb)  |  收藏  |  浏览/下载:166/32  |  提交时间:2021/02/22 Artificial intelligence machine learning pattern recognition electronic nose (EN) sensors technology. |
| Text-mining-based Fake News Detection Using Ensemble Methods 期刊论文 International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 210-221 作者: Harita Reddy; Namratha Raj; Manali Gala; Annappa Basava 浏览  |  Adobe PDF(1101Kb)  |  收藏  |  浏览/下载:278/107  |  提交时间:2021/02/22 Fake news social media stylometric features word vectors ensemble methods. |