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| Data Augmentation and Deep Neuro-fuzzy Network for Student Performance Prediction with MapReduce Framework 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 981-992 作者: Amlan Jyoti Baruah; Siddhartha Baruah
Adobe PDF(1583Kb)  |   收藏  |  浏览/下载:228/53  |  提交时间:2021/11/26 Educational data mining (EDA) MapReduce framework deep neuro-fuzzy network student performance data augmentation |
| Fault Information Recognition for On-board Equipment of High-speed Railway Based on Multi-neural Network Collaboration 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 935-946 作者: Lu-Jie Zhou; Jian-Wu Dang; Zhen-Hai Zhang
Adobe PDF(1263Kb)  |   收藏  |  浏览/下载:255/57  |  提交时间:2021/11/26 Train control system Chinese named entity recognition (NER) character feature gating mechanism bidirectional long short-term memory (BiLSTM) |
| 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:253/53  |  提交时间:2021/11/26 Abdominal organ, supervised segmentation semi-supervised segmentation evaluation metrics image segmentation machine learning |
| A Comprehensive Review on Group Activity Recognition in Videos 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 334-350 作者: Li-Fang Wu; Qi Wang ; Meng Jian; Yu Qiao; Bo-Xuan Zhao
Adobe PDF(1415Kb)  |   收藏  |  浏览/下载:299/73  |  提交时间:2021/05/24 Group activity recognition (GAR) human activity recognition scene understanding video analysis computer vision |
| 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:375/91  |  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) |
| Prediction of Spatiotemporal Evolution of Urban Traffic Emissions Based on Taxi Trajectories 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 219-232 作者: Zhen-Yi Zhao; Yang Cao; Yu Kang; Zhen-Yi Xu
Adobe PDF(1649Kb)  |   收藏  |  浏览/下载:162/60  |  提交时间:2021/04/22 Vehicle emission prediction spatiotemporal gragh convolution GPS trajectories motor vehicle emission simulator (MOVES) model feature sharing |
| Structured Computational Modeling of Human Visual System for No-reference Image Quality Assessment 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 204-218 作者: Wen-Han Zhu; Wei Sun ; Xiong-Kuo Min; Guang-Tao Zhai; Xiao-Kang Yang
Adobe PDF(1343Kb)  |   收藏  |  浏览/下载:200/66  |  提交时间:2021/04/22 Image quality assessment (IQA) no-reference (NR) structural computational modeling human visual system visual feature extraction |
| Imitating the Brain with Neurocomputer A “New” Way Towards Artificial General Intelligence 期刊论文 International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 5, 页码: 520-531 作者: Tie-Jun Huang
浏览  |   Adobe PDF(262Kb)  |   收藏  |  浏览/下载:194/63  |  提交时间:2021/02/23 Artificial general intelligence (AGI) neuromorphic computing neurocomputer brain-like intelligence imitationalism. |
| Why and When Can Deep-but Not Shallow-networks Avoid the Curse of Dimensionality: A Review 期刊论文 International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 5, 页码: 503-519 作者: Tomaso Poggio; Hrushikesh Mhaskar; Lorenzo Rosasco; Brando Miranda; Qianli Liao
浏览  |   Adobe PDF(1711Kb)  |   收藏  |  浏览/下载:216/35  |  提交时间:2021/02/23 Deep learning fine-grained image classification semantic segmentation convolutional neural network (CNN) recurrent neural network (RNN). |
| Molecular Dynamics Simulation of Persistent Slip Bands Formation in Nickel-base Superalloys 期刊论文 International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 1, 页码: 68-79 作者: Jian-Feng Huang; Zhong-Lai Wang; Er-Fu Yang; Don McGlinchey; Yuan-Xin Luo; Yun Li; Yi Chen
浏览  |   Adobe PDF(29631Kb)  |   收藏  |  浏览/下载:129/23  |  提交时间:2021/02/23 Persistent slip bands (PSB) molecular dynamics superalloys computational simulation embedded atom model (EAM). |