SIMILARITY

作品数:807被引量:1226H指数:13
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Semi-Supervised Medical Image Classification Based on Sample Intrinsic Similarity Using Canonical Correlation Analysis
《Computers, Materials & Continua》2025年第3期4451-4468,共18页Kun Liu Chen Bao Sidong Liu 
sponsored by the National Natural Science Foundation of China Grant No.62271302;the Shanghai Municipal Natural Science Foundation Grant 20ZR1423500.
Large amounts of labeled data are usually needed for training deep neural networks in medical image studies,particularly in medical image classification.However,in the field of semi-supervised medical image analysis,l...
关键词:Semi-supervised learning skin lesion classification sample relation consistency class imbalanced 
Alternations in morphometric similarity network in mesial temporal epilepsy correlate to neuroinflammatory pathway gene transcriptions
《Acta Epileptologica》2025年第1期94-104,共11页Lu Lu Chenyang Zhao Weihao Liao Peiyu Wang Yingying Zhang Dongmei An Xintong Wu Hesheng Zhang Ping Jiang Yaohui He Jinpeng Niu Wei Li Kangjia Chen Su Lui Yu Zhao Qiyong Gong Bo Wang Wei Liao Josemir W.Sander Lin Chen Dong Zhou 
supported by the National Natural Science Foundation of China(U21A20393);the 1.3.5 project for disciplines of excellence and the Brain Science project of West China Hospital(ZYGD23032);the postdoctoral research fund of West China Hospital(2024HXBH095);the National Key R&D Program(2021YFC2401204,2022YFC2503805);the NIHR University College London Hospitals Biomedical Research Centre;the UK Department of Health sponsors;support from the Marvin Weil Epilepsy Research Fund;the UK Epilepsy Society;the National Institute of Health Research;the Academy of Medical Sciences.
Background Mesial temporal lobe epilepsy(mTLE)is the most common form of focal epilepsy,often associated with hippocampal sclerosis.Increasing evidence suggests the pivotal role of neuroinflammation in mTLE onset and ...
关键词:Allen Human Brain Atlas Imaging transcriptome analysis Hippocampus sclerosis 
Dynamic equivalence conditions for an air-bearing simulator emulating scaled drag-free control dynamics
《Acta Mechanica Sinica》2025年第1期192-210,共19页Mingwei Chen Chu Zhang Jianwu He Chao Yang Li Duan Qi Kang 
supported by the National Key Research and Development Program of China (Grant No.2021YFC2202604);the Strategy Priority Research Program of Chinese Academy of Sciences (Grant No.XDA1502110101).
The ground-based experimental tests are crucial to verify the related technologies of the drag-free satellite.This work presents a design method of the ground simulator testbed for emulating the planar dynamics of the...
关键词:Drag-free satellite Ground simulation Pi theorem Dynamical similarity Scaling law 
ISM:intra-class similarity mixing for time series augmentation
《Frontiers of Computer Science》2024年第6期273-275,共3页Pin LIU Rui WANG Yongqiang HE Yuzhu WANG 
the Fundamental Research Funds for the Central Universities(No.2-9-2022-062)。
1 Introduction.The superior performance of deep models in classification tasks relies heavily on large-scale supervision data with rich features[1].Recent research has shown that improving the feature diversity while ...
关键词:CLASSIFICATION SERIES MIXING 
Progress in ab initio in-medium similarity renormalization group and coupled-channel method with coupling to the continuum
《Nuclear Science and Techniques》2024年第12期312-342,共31页Xin‑Yu Xu Si‑Qin Fan Qi Yuan Bai‑Shan Hu Jian‑Guo Li Si‑Min Wang Fu‑Rong Xu 
National Key R&D Program of China under Grant Nos.2023YFA1606400 and 2022YFA1602303;National Natural Science Foundation of China under Grants Nos.12335007,12035001,11921006,12347106,12147101,and 12205340;Gansu Natural Science Foundation under Grant No.22JR5RA123;U.S.Department of Energy(DOE),Office of Science,under SciDAC-5(NUCLEI collaboration)。
Over the last decade,nuclear theory has made dramatic progress in few-body and ab initio many-body calculations.These great advances stem from chiral efective feld theory(xEFT),which provides an efcient expansion and ...
关键词:Ab initio calculations Chiral efective feld theory In-medium similarity renormalization group Gamow coupled channel Resonance and continuum Open quantum systems 
Twin studies as an innovative approach to address research questions in cancer care within primary care settings
《Family Medicine and Community Health》2024年第S02期58-62,共5页Monalisha Sahu 
This paper proposes the utilisation of twin studies as a novel and powerful methodological approach to investigate critical research questions pertaining to cancer prevention,screening,diagnosis,treatment and survivor...
关键词:PREVENTION identical SIMILARITY 
Transfer learning for well logging formation evaluation using similarity weights
《Artificial Intelligence in Geosciences》2024年第1期294-309,共16页Binsen Xu Zhou Feng Jun Zhou Rongbo Shao Hongliang Wu Peng Liu Han Tian Weizhong Li Lizhi Xiao 
supported by the Strategic Cooperation Technology Projects of China National Petroleum Corporation (CNPC)and China University of Petroleum (Beijing) (CUPB) (ZLZX2020-03);National Key Research and Development Program,China (2019YFA0708301);National Key Research and Development Program,China (2023YFF0714102);Science and Technology Innovation Fund of China National Petroleum Corporation (CNPC) (2021DQ02-0403).
Machine learning has been widely applied in well logging formation evaluation studies.However,several challenges negatively impacted the generalization capabilities of machine learning models in practical imple-mentat...
关键词:Logging data sample similarity Weighted loss optimization Weight transfer learning 
SGG-DGCN:Wind Turbine Anomaly Identification by Using Deep Graph Convolutional Networks with Similarity Graph Generation Strategy
《Journal of Dynamics, Monitoring and Diagnostics》2024年第4期258-267,共10页Xiaomin Wang Di Zhou Xiao Zhuang Jian Ge and Jiawei Xiang 
supported by National Natural Science Foundation of China(Nos.U52305124,U62201399);the Zhejiang Natural Science Foundation of China(Nos.LQ23E050002);the Basic Scientific Research Project of Wenzhou City(Nos.G2022008,G2023028);the General Scientific Research Project of Educational Department of Zhejiang Province(Nos.Y202249008,Y202249041);China Postdoctoral Science Foundation(Nos.2023M740988);Zhejiang Provincial Postdoctoral Science Foundation(Nos.ZJ2023122);the Master’s Innovation Foundation of Wenzhou University(Nos.3162024004106).
In order to minimize wind turbine failures,fault diagnosis of wind turbines is becoming increasinglyimportant,deep learning methods excel at multivariate monitoring and data modeling,but they are often limited toEucli...
关键词:anomaly identification deep graph convolutional networks similarity graph generation wind turbine 
MULTIPLICATION OPERATORS ON WEIGHTED DIRICHLET SPACES
《Acta Mathematica Scientia》2024年第6期2225-2248,共24页Kaikai HAN Yucheng LI Maofa WANG 
supported by the National Natural Science Foundation of China(12101179,12171138,12171373);the Natural Science Foundation of Hebei Province of China(A2022207001)。
In this paper,we study multiplication operators on weighted Dirichlet spaces D_(β)(β∈R).Let n be a positive integer and β∈R,we show that the multiplication operator M_(z)^(n) on D_(β) is similar to the operator ...
关键词:multiplication operator weighted Dirichlet space SIMILARITY unitary equivalence COMMUTANT 
Research on Collaborative Filtering Recommendation Algorithm Based on Improved User Portraits
《印刷与数字媒体技术研究》2024年第6期117-123,134,共8页HOU Meng WANG Guo-peng SONG Li-zhe WANG Hao-yue SI Zhan-jun 
With the arrival of the big data era,the phenomenon of information overload is becoming increasingly severe.In response to the common issue of sparse user rating matrices in recommendation systems,a collaborative filt...
关键词:Collaborative filtering User profiling Recommender system SIMILARITY 
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