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Combination of Convolutional Neural Networks and Recurrent Neural Networks for predicting soil properties using Vis–NIR spectroscopy 期刊论文
Geoderma, 2020, 期号: 380, 页码: 114616
作者:  杨杰超;  王学雷;  王瑞华;  王焕杰
Adobe PDF(4483Kb)  |  收藏  |  浏览/下载：226/60  |  提交时间：2021/05/28
Vis–NIR spectroscopy  Convolutional Neural Network  Recurrent Neural Network  Soil properties estimation  
Major Development Under Gaussian Filtering Since Unscented Kalman Filter 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1308-1325
作者:  Abhinoy Kumar Singh
浏览  |  Adobe PDF(1572Kb)  |  收藏  |  浏览/下载：171/45  |  提交时间：2021/03/11
Bayesian framework  cubature rule-based filtering  Gaussian filters  Gaussian sum and square-root filtering  nonlinear filtering  quadrature rule-based filtering  unscented transformation  
ResIoT: An IoT Social Framework Resilient to Malicious Activities 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1263-1278
作者:  Giancarlo Fortino;  Fabrizio Messina;  Domenico Rosaci;  Giuseppe M. L. Sarnè
浏览  |  Adobe PDF(2206Kb)  |  收藏  |  浏览/下载：146/36  |  提交时间：2021/03/11
Group formation  internet of things (IoT)  multi-agent system  reputation  
Concrete Defects Inspection and 3D Mapping Using CityFlyer Quadrotor Robot 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 991-1002
作者:  Liang Yang;  Bing Li;  Wei Li;  Howard Brand;  Biao Jiang;  Jizhong Xiao
Adobe PDF(59427Kb)  |  收藏  |  浏览/下载：154/33  |  提交时间：2021/03/11
3D reconstruction  concrete inspection  deep neural network  quadrotor flying robot  visual-inertial fusion  
Data-Driven Based Fault Prognosis for Industrial Systems: A Concise Overview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 330-345
作者:  Kai Zhong;  Min Han;  Bing Han
浏览  |  Adobe PDF(1354Kb)  |  收藏  |  浏览/下载：143/47  |  提交时间：2021/03/11
Data-driven  fault prognosis  feature extraction  industrial systems  
A Local Contrast Fusion Based 3D Otsu Algorithm for Multilevel Image Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 200-213
作者:  Ashish Kumar Bhandari;  Arunangshu Ghosh;  Immadisetty Vinod Kumar
浏览  |  Adobe PDF(55615Kb)  |  收藏  |  浏览/下载：156/31  |  提交时间：2021/03/11
1D Otsu  2D Otsu  3D Otsu  image fusion  local contrast  multi-level image segmentation  
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：235/70  |  提交时间：2021/02/22
Autism spectrum disorder  facial thermography  EEG signal processing  machine learning  decision support system  ASDGenus.  
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：195/79  |  提交时间：2021/02/22
Outlier detection  control loop quality  statistical analysis  robust estimation  heavy tails.  
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：194/100  |  提交时间：2021/02/22
Classification  ensemble learning  item response theory  machine learning  expectation maximization (EM) algorithm.  
Multi-task autoencoder based classification-regression model for patient-specific VMAT QA 期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2020, 卷号: 65, 期号: 23, 页码: 12
作者:  Wang, Le;  Li, Jiaqi;  Zhang, Shuming;  Zhang, Xile;  Zhang, Qilin;  Chan, Maria F.;  Yang, Ruijie;  Sui, Jing
Adobe PDF(926Kb)  |  收藏  |  浏览/下载：465/98  |  提交时间：2021/01/06
VMAT QA  patient-specific QA  deep learning  radiotherapy