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	A new two-layer nearest neighbor selection method for kNN classifier 期刊论文 KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 235, 页码: 14 作者: Wang, Yikun; Pan, Zhibin; Dong, Jing 收藏 \| 浏览/下载：36/0 \| 提交时间：2021/12/28 kNN classifier Two-layer nearest neighbor rule First-layer neighborhood Second-layer neighborhood Extended neighborhood
	A Fault Diagnosis Method of Rotating Machinery Based on LBDP 期刊论文 Zhongguo Jixie Gongcheng/China Mechanical Engineering, 2021, 卷号: 32, 期号: 14, 页码: 1653-1658 and 1668 作者: Shi, Mingkuan; Zhao, Rongzhen 收藏 \| 浏览/下载：12/0 \| 提交时间：2022/02/17 Dimensionality reduction Frequency domain analysis Machinery Nearest neighbor search Complex characteristics Dimensionality reduction algorithms Discriminant informations Fault classification Fault diagnosis method High dimensional feature K-nearest neighbor classifiers (KNN) Time frequency domain
	A comparison of neural networks algorithms for EEG and sEMG features based gait phases recognition 期刊论文 Biomedical Signal Processing and Control, 2021, 卷号: 68 作者: Wei, Pengna; Zhang, Jinhua; Tian, Feifei; Hong, Jun 收藏 \| 浏览/下载：91/0 \| 提交时间：2021/04/25 Surface electromyography (sEMG) Electroencephalogram (EEG) Gait phases recognition Feature dimension Feature-classifier combination
	CKLPMDP algorithm for dimension reduction of a rotor fault data set 期刊论文 Zhendong yu Chongji/Journal of Vibration and Shock, 2021, 卷号: 40, 期号: 9, 页码: 37-42 and 54 作者: An, Huang; Zhao, Rongzhen 收藏 \| 浏览/下载：9/0 \| 提交时间：2022/02/17 Data reduction Dimensionality reduction Entropy Graph algorithms Learning algorithms Nearest neighbor search Statistical tests Vector spaces Classification performance Data dimension reduction Discriminant informations Feature extraction methods K-nearest neighbor classifiers (KNN) Local manifold structure Locality-preserving Structure information
	集成KPCA与t-SNE的滚动轴承故障特征提取方法期刊论文振动工程学报, 2021, 卷号: 34, 期号: 02, 页码: 431-440 作者: 王望望; 邓林峰; 赵荣珍; 吴耀春收藏 \| 浏览/下载：3/0 \| 提交时间：2021/06/03 故障诊断滚动轴承故障特征提取核主成分分析 t-分布随机邻域嵌入 k-近邻分类器
	Fault feature extraction of rolling bearing integrating KPCA and t-SNE 期刊论文 Zhendong Gongcheng Xuebao/Journal of Vibration Engineering, 2021, 卷号: 34, 期号: 2, 页码: 431-440 作者: Wang, Wang-Wang; Deng, Lin-Feng; Zhao, Rong-Zhen; Wu, Yao-Chun 收藏 \| 浏览/下载：67/0 \| 提交时间：2022/02/17 Clustering algorithms Data mining Extraction Feature extraction Frequency domain analysis Nearest neighbor search Stochastic systems Time domain analysis Fault feature extractions Feature extraction methods Global and local structures High dimensional feature K-nearest neighbor classifier Kernel principal component analyses (KPCA) Rolling bearing vibration Stochastic neighbor embedding
	A Method of Mechanical Fault Diagnosis Based on Locality Margin Discriminant Projection 期刊论文 Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis, 2021, 卷号: 41, 期号: 1, 页码: 126-132 作者: Shi, Mingkuan; Zhao, Rongzhen 收藏 \| 浏览/下载：6/0 \| 提交时间：2021/04/12 Frequency domain analysis Nearest neighbor search Frequency domains K-nearest neighbor classifiers (KNN) Low dimensional Mechanical fault diagnosis Rotor vibrations Sensitive features Statistical characteristics Vibration signal
	Fault diagnosis of rotor based on Local-Global Balanced Orthogonal Discriminant Projection 期刊论文 Measurement: Journal of the International Measurement Confederation, 2021, 卷号: 168 作者: Shi, Mingkuan; Zhao, Rongzhen; Wu, Yaochun; He, Tianjing 收藏 \| 浏览/下载：17/0 \| 提交时间：2020/11/14 Fault detection Frequency domain analysis Nearest neighbor search Rotating machinery Time domain analysis Application examples Complex characteristics Discriminant informations High dimensional feature Inter-class distance K-nearest neighbor method Structure information Time frequency domain
	Automatic Detection of COVID-19 Infection Using Chest X-Ray Images Through Transfer Learning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 239-248 作者: Elene Firmeza Ohata; Gabriel Maia Bezerra; João Victor Souza das Chagas; Aloísio Vieira Lira Neto; Adriano Bessa Albuquerque 收藏 \| 浏览/下载：22/0 \| 提交时间：2021/04/09 Convolutional neural networks (CNNs) COVID-19 transfer learning X-ray
	Evaluation of Three Different Machine Learning Methods for Object-Based Artificial Terrace Mapping-A Case Study of the Loess Plateau, China 期刊论文 REMOTE SENSING, 2021, 卷号: 13, 期号: 5 作者: Ding, Hu; Na, Jiaming; Jiang, Shangjing; Zhu, Jie; Liu, Kai 收藏 \| 浏览/下载：11/0 \| 提交时间：2022/03/10

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