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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：35/0 \| 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：11/0 \| 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：90/0 \| 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
	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
	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
	A New Method of Fault Feature Extraction Based on Hierarchical Dispersion Entropy 期刊论文 Shock and Vibration, 2021, 卷号: 2021 作者: Chen, Peng; Zhao, Xiaoqiang; Jiang, Hongmei 收藏 \| 浏览/下载：22/0 \| 提交时间：2021/04/12 Dispersions Entropy Extraction Failure analysis Feature extraction Gaussian noise (electronic) Nearest neighbor search Roller bearings Signal processing White noise Fault diagnosis method Fault feature extractions Feature information Gaussian white noise K-nearest neighbor classifiers (KNN) Low frequency band Rolling bearings Vibration signal
	Stellar Spectra Classification by Support Vector Machine with Unlabeled Data 期刊论文 SPECTROSCOPY AND SPECTRAL ANALYSIS, 2019, 卷号: 39, 期号: 3, 页码: 948-952 作者: Zhang Jing; Tu Liang-ping; Wang Jie; Liu Zhong-bao; Lei Yu-fei 收藏 \| 浏览/下载：51/0 \| 提交时间：2019/05/23 Stellar spectra Intelligent classification Twin support vector machine Unlabeled data
	Application of neighbor probability distance in classification of rotating machinery fault sets 期刊论文 Zhendong yu Chongji/Journal of Vibration and Shock, 2018, 卷号: 37, 期号: 11, 页码: 48-54 作者: Li, Jipu; Zhao, Rongzhen 收藏 \| 浏览/下载：26/0 \| 提交时间：2020/11/14 Clustering algorithms Frequency domain analysis Learning algorithms Machinery Motion compensation Pattern recognition Probability Time domain analysis Dimension reduction Distance measure Euclidean distance measure Feature extracting method High dimensional data K-nearest neighbor classifiers (KNN) Locality preserving projections Probability distance
	Improvement of moderate resolution land use and land cover classification by introducing adjacent region features 期刊论文 Remote sensing, 2018, 卷号: 10, 期号: 3, 页码: 16 作者: Yu, Longlong; Su, Jinhe; Li, Chun; Wang, Le; Luo, Ze 收藏 \| 浏览/下载：37/0 \| 提交时间：2019/05/09 Land use and land cover Classification Scale Adjacent region feature Remote sensing Landscape ecology

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