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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
Adobe PDF(891Kb)  |  收藏  |  浏览/下载:251/67  |  提交时间:2021/02/22
Feature engineering  sensor data analysis  Internet of things (IoT) analytics  interpretable learning  automation.  
An Integrated MCI Detection Framework Based on Spectral-temporal Analysis 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 6, 页码: 786-799
作者:  Jiao Yin;  Jinli Cao;  Siuly Siuly;  Hua Wang
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Electroencephalogram (EEG)  dementia early detection  mild cognitive impairment (MCI)  stationary wavelet transformation (SWT)  support vector machine (SVM).  
Transfer Hierarchical Attention Network for Generative Dialog System 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 6, 页码: 720-736
作者:  Xiang Zhang;  Qiang Yang
浏览  |  Adobe PDF(1145Kb)  |  收藏  |  浏览/下载:114/36  |  提交时间:2021/02/22
Dialog system  transfer learning  deep learning  natural language processing (NLP)  artificial intelligence.  
A Survey on 3D Visual Tracking of Multicopters 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 6, 页码: 707-719
作者:  Qiang Fu;  Xiang-Yang Chen;  Wei He
浏览  |  Adobe PDF(1299Kb)  |  收藏  |  浏览/下载:176/63  |  提交时间:2021/02/22
Multicopter  three-dimensional (3D) visual tracking  camera placement  camera calibration  pose estimation.  
Pedestrian Height Estimation and 3D Reconstruction Using Pixel-resolution Mapping Method Without Special Patterns 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 4, 页码: 449-461
作者:  Bing-Xing Wu;  Suat Utku Ay;  Ahmed Abdel-Rahim
浏览  |  Adobe PDF(6241Kb)  |  收藏  |  浏览/下载:149/43  |  提交时间:2021/02/22
Traffic monitoring application  spatial resolution  pixel-resolution mapping (P-RM) method  3D information  pedestrian height estimation.  
Large-scale Data Collection and Analysis via a Gamified Intelligent Crowdsourcing Platform 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 4, 页码: 427-436
作者:  Simone Hantke;  Tobias Olenyi;  Christoph Hausner;  Tobias Appel;  Björn Schuller
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Human computation  speech analysis  crowdsourcing  gamified data collection  survey.  
Deep Learning Based Single Image Super-resolution: A Survey 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 4, 页码: 413-426
作者:  Viet Khanh Ha;  Jin-Chang Ren;  Xin-Ying Xu;  Sophia Zhao;  Gang Xie;  Valentin Masero;  Amir Hussain
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Image super-resolution  convolutional neural network  high-resolution image  low-resolution image  deep learning.  
Energy Guarantee Scheme for Real-time Systems with Energy Harvesting Constraints 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 3, 页码: 354-368
作者:  Hussein El Ghor;  Maryline Chetto
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Real-time systems  energy harvesting  embedded systems  power management  dynamic voltage and frequency selection (DVFS)  ED-H scheduler.  
An Approach to Reducing Input Parameter Volume for Fault Classifiers 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 2, 页码: 199-212
作者:  Ann Smith;  Fengshou Gu;  Andrew D. Ball
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Fault diagnosis  classification  variable clustering  data compression  big data.  
Special Spectral Approach to Solutions of SISO LTI H-Optimization Problems 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 1, 页码: 112-128
作者:  Evgeny I. Veremey
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Stabilizing controller  performance index  synthesis  H-optimization  spectral approach.