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| 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：258/59 | 提交时间：2021/09/13
On-board equipment fault classification capsule network attention mechanism focal loss |
| 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：572/323 | 提交时间：2021/05/24
Signalized intersection driving behaviour machine learning support vector machine (SVM) road accidents |
| Learning Deep RGBT Representations for Robust Person Re-identification 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 443-456
作者: Ai-Hua Zheng; Zi-Han Chen; Cheng-Long Li; Jin Tang; Bin Luo
Adobe PDF(1832Kb) | 收藏 | 浏览/下载：293/65 | 提交时间：2021/05/24
Person re-identification (Re-ID) thermal infrared generative networks attention deep learning |
| 2D and 3D Palmprint and Palm Vein Recognition Based on Neural Architecture Search 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 377-409
作者: Wei Jia; Wei Xia; Yang Zhao ; Hai Min; Yan-Xiang Chen
Adobe PDF(15758Kb) | 收藏 | 浏览/下载：352/48 | 提交时间：2021/05/24
Performance evaluation neural architecture search biometrics palmprint palm vein deep learning |
| 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：372/88 | 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) |
| A Survey on Deep Learning-based Fine-grained Object Classification and Semantic Segmentation 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 2, 页码: 119-135
作者: Bo Zhao; Jiashi Feng; Xiao Wu; Shuicheng Yan
 浏览 | Adobe PDF(5409Kb) | 收藏 | 浏览/下载：192/45 | 提交时间：2021/02/23
Deep learning fine-grained image classi¯cation semantic segmentation convolutional neural network (CNN) recurrent neural network (RNN). |
| A Performance Evaluation of Classic Convolutional Neural Networks for 2D and 3D Palmprint and Palm Vein Recognition 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 18-44
作者: Wei Jia; Jian Gao; Wei Xia; Yang Zhao; Hai Min; Jing-Ting Lu
浏览 | Adobe PDF(2680Kb) | 收藏 | 浏览/下载：239/81 | 提交时间：2021/02/23
Performance evaluation convolutional neural network (CNN) biometrics palmprint palm vein deep learning |
| Study on Statistical Outlier Detection and Labelling 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 788-811
作者: Paweł D. Domański
浏览 | Adobe PDF(3534Kb) | 收藏 | 浏览/下载：191/77 | 提交时间：2021/02/22
Outlier detection control loop quality statistical analysis robust estimation heavy tails. |
| A Wide Learning Approach for Interpretable Feature Recommendation for 1-D Sensor Data in IoT Analytics 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 6, 页码: 800-811
作者: Snehasis Banerjee; Tanushyam Chattopadhyay; Utpal Garain
浏览 | Adobe PDF(891Kb) | 收藏 | 浏览/下载：238/65 | 提交时间：2021/02/22
Feature engineering sensor data analysis Internet of things (IoT) analytics interpretable learning automation. |
| Key Crowdsourcing Technologies for Product Design and Development 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 1, 页码: 1-15
作者: Xiao-Jing Niu; Sheng-Feng Qin; John Vines; Rose Wong; Hui Lu
浏览 | Adobe PDF(997Kb) | 收藏 | 浏览/下载：206/57 | 提交时间：2021/02/22
Crowdsourcing technologies product design and development (PDD) communication information sharing design evaluation feedback. |
