Small Sample-Oriented Prediction Method of Mechanical Properties for Hot Rolled Strip Steel Based on Model Independent Element Learning by Hongyi Wu, Borui Zhang, Zhiwei Li

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Research on medical small sample data classification based on SMOTE and gcForest by Wenchang LIU, Yun WEI, Haoxuan YUAN, Yue GAO

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A feature selection method based on instance learning and cooperative subset search by Xiaoyuan XU, Li HUANG

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Fault Diagnosis of Bearings with Small Sample Size Using Improved Capsule Network and Siamese Neural Network by Jarula Yasenjiang, Yang Xiao, Chao He, Luhui Lv, Wenhao Wang

Subjects: “…small sample…”
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Orthogonal Capsule Network with Meta-Reinforcement Learning for Small Sample Hyperspectral Image Classification by Prince Yaw Owusu Amoako, Guo Cao, Boshan Shi, Di Yang, Benedict Boakye Acka

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Fatigue reliability assessment of small sample excavator working devices based on Bootstrap method by Yuhong Shao, Pengmin Lu, Binhua Wang, Qingyi Xiang

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Review on meta-learning by Yingzhao ZHU, Man LI

Subjects: “…small sample data set…”
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SUPPORT VECTOR MACHINE FOR HYDRAULIC SUPPORT RELIABILITY PREDICTION by DING Fei, WANG Qian, ZHANG LiRong, WANG ChunHua

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MCBA-MVACGAN: A Novel Fault Diagnosis Method for Rotating Machinery Under Small Sample Conditions by Wenhan Huang, Xiangfeng Zhang, Hong Jiang, Zhenfa Shao, Yu Bai

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Study on Prediction of Sluice Settlement Based on Improved GM (1,1) Model by LI Xuede, ZHOU Mingming, ZHAO Jinlei, LIU Yang, JIANG Wenzhi, WANG Guizhi

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Transient State Estimation for Power System Based on Deep Transfer Learning by JIAO Hao, ZHAO Jiawei, WEI Lei, ZHU Weiping, MA Zhoujun, ZANG Haixiang

Subjects: “…power system fault|digital twin|transient state estimation|deep transfer learning|small sample…”
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Fault Diagnosis of Magnetically Controlled On-Column Circuit Breaker Based on Small Sample Condition by He Tian, Chao Liang, Wenpeng Ma, Tianchang Zhang

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Comparison of Matrix Decomposition in Null Space-Based LDA Method by Carissa Devina Usman, Farikhin, Titi Udjiani

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Bearing Small Sample Fault Diagnosis based on Data Generation and Transfer Learning by Dinghui Wu, Qin Fang, Chuyi Wu

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LEAST SQUARES ESTIMATION METHOD BASED ON THE IMPROVED MEAN RANK (MT) by XUE GuangMing, NING Peng, QIAN MingJun, HE HongRui, ZHOU Jun

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Risk assessment of water inrush from coal floor based on enhanced samples with class distribution by Shiwei Liu, Jiaxin Zhao, Hao Yu, Jiaqi Chen

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An Attention-Based Multidimensional Fault Information Sharing Framework for Bearing Fault Diagnosis by Yunjin Hu, Qingsheng Xie, Xudong Yang, Hai Yang, Yizong Zhang

Subjects: “…small samples…”
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3-PARAMETER WEIBULL DISTRIBUTION ESTIMATION BASED ON GM AND SVM by GAO Bin, CAO KeQiang, HU LiangMou, LI ShuGuang

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