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作品数:93被引量:104H指数:5
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相关机构:中国人民解放军中国农业大学中国科学院植物研究所北京天融信网络安全技术有限公司更多>>
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A novel method for clustering cellular data to improve classification
《Neural Regeneration Research》2025年第9期2697-2705,共9页Diek W.Wheeler Giorgio A.Ascoli 
supported in part by NIH grants R01NS39600,U01MH114829;RF1MH128693(to GAA)。
Many fields,such as neuroscience,are experiencing the vast prolife ration of cellular data,underscoring the need fo r organizing and interpreting large datasets.A popular approach partitions data into manageable subse...
关键词:cellular data clustering dendrogram data classification Levene's one-tailed statistical test unsupervised hierarchical clustering 
Semi-Discrete Optimal Transpport for Long-Tailed Classification
《Journal of Computer Science & Technology》2025年第1期252-266,共15页Lian-Bao Jin Na Lei Zhong-Xuan Luo Jin Wu Chao Ai Xianfeng Gu 
supported by the National Key Research and Development Program of China under Grant No.2021YFA1003003;the National Natural Science Foundation of China under Grant Nos.61936002 and T2225012.
The long-tailed data distribution poses an enormous challenge for training neural networks in classification.A classification network can be decoupled into a feature extractor and a classifier.This paper takes a semi-...
关键词:semi-discrete optimal transport long-tailed classification decision boundary supervised contrastive loss 
An epidemiological study of malaria parasites among long-tailed macaques(Macaca fascicularis),pig-tailed macaques(Macaca nemestrina)and silver-leaf monkeys(Trachypithecus cristatus)in Sumatra Region,Indonesia
《Asian Pacific Journal of Tropical Medicine》2025年第1期10-17,共8页Sarwo Handayani Rita Marleta Dewi Lucia Dwi Antika Novaria Sari Dewi Panjaitan 
Center of Research and Development for Biomedical and Basic Health Technology of The National Institute of Research and Development,the Ministry of Health(Reference No HK.02.04/II/4579/2015).
Objective:To ascertain the prevalence and distribution of malaria parasites among the three monkeys species from three provinces in Sumatra Island,Indonesia.Methods:Infections with Plasmodium spp.were determined morph...
关键词:Malaria parasites Non-human primates SUMATRA 
Zika virus infection induces glycometabolic disorder in northern pig-tailed macaques
《Science China(Life Sciences)》2024年第11期2527-2529,共3页Qing Li Ren-Hua Yang Yan Hu Bei-Bei Tang Ying-Jie Jiang Chang-Bo Zheng Tian-Zhang Song 
partially supported by the National Natural Science Foundation of China (82200550);the Yunnan Key R&D Program (202103AQ100001);the Yunnan Basic Research Foundation(202301AT070270,202401AY070001-303);the CAS “Light of West China” Program;the Key Laboratory of Bioactive Peptides of Yunnan Province (HXDT-2022-1);the Program Innovative Research Team in Science and Technology in Kunming Medical University (CXTD202202);Yunnan Revitalization Talent Support Program;Research Project on Undergraduate Educational and Teaching Reforms in Yunnan Province (JG2023001)
Dear Editor,The Zika virus(ZIKV)was first identified in Africa in 1947 but remained relatively obscure for nearly 70 years.However,from 2014 to 2016,ZIKV was introduced into Brazil from the Pacific Islands,leading to ...
关键词:CONGENITAL Brazil 
Residual diverse ensemble for long-tailed multi-label text classification
《Science China(Information Sciences)》2024年第11期88-101,共14页Jiangxin SHI Tong WEI Yufeng LI 
supported by National Key R&D Program of China(Grant No.2022YFC3340901);National Natural Science Foundation of China(Grant No.62176118)。
Long-tailed multi-label text classification aims to identify a subset of relevant labels from a large candidate label set,where the training datasets usually follow long-tailed label distributions.Many of the previous...
关键词:multi-label learning extreme multi-label learning long-tailed distribution multi-label text classification ensemble learning 
Cross-modal learning using privileged information for long-tailed image classification
《Computational Visual Media》2024年第5期981-992,共12页Xiangxian Li Yuze Zheng Haokai Ma Zhuang Qi Xiangxu Meng Lei Meng 
supported in part by the National Natural Science Foundation of China(62006141);the National Key R&D Program of China(2021YFC3300203);the Overseas Innovation Team Project of the“20 Regulations for New Universities”Funding Program of Jinan(2021GXRC073);the Excellent Youth Scholars Program of Shandong Province(2022HWYQ-048).
The prevalence of long-tailed distributions in real-world data often results in classification models favoring the dominant classes,neglecting the less frequent ones.Current approaches address the issues in long-taile...
关键词:long-tailed classification cross-modal learning representation learning privileged infor-mation 
Federated learning on non-IID and long-tailed data viadual-decoupling被引量:1
《Frontiers of Information Technology & Electronic Engineering》2024年第5期728-741,共14页Zhaohui WANG Hongjiao LI Jinguo LI Renhao HU Baojin WANG 
supported by the National Natural Science Foundation of China(No.61702321)。
Federated learning(FL),a cutting-edge distributed machine learning training paradigm,aims to generate a global model by collaborating on the training of client models without revealing local private data.The co-occurr...
关键词:Federated learning Non-IID Long-tailed data Decoupling learning Knowledge distillation 
Calculation of Two-Tailed Exact Probability in the Wald-Wolfowitz One-Sample Runs Test
《Journal of Data Analysis and Information Processing》2024年第1期89-114,共26页José Moral De La Rubia 
The objectives of this paper are to demonstrate the algorithms employed by three statistical software programs (R, Real Statistics using Excel, and SPSS) for calculating the exact two-tailed probability of the Wald-Wo...
关键词:RANDOMNESS Nonparametric Test Exact Probability Small Samples QUANTILES 
Benefits of tributyrin on growth performance,gastrointestinal tract development,ruminal bacteria and volatile fatty acid formation of weaned Small-Tailed Han lambs被引量:1
《Animal Nutrition》2023年第4期187-196,共10页Zhiwei Li Xueer Wang Wei Wang Ran An Yaxin Wang Qingchang Ren Jingjing Xuan 
The authors gratefully acknowledge the financial support of the Natural Science Foundation of Anhui Provincial Science and Technology Department(project no.2108085MC112);2022 Excellent Young Talent Support Program in colleges and universities of The Working Committee of The CPC Anhui Provincial Committee Education(project no.gxyq2022054);2021 Rural Revitalization Projects of Guzhen County Bureau of Science and Technology(project no.2021GZXCZXKJXM02);talent development program“Young and Middle-aged Subject Leaders Training Object”from personnel department of Anhui Science and Technology University.
This study aimed to determine the effects of tributyrin on growth performance,gastrointestinal tract development,ruminal bacteria and volatile fatty acid(VFA)formation.Thirty healthy weaned SmallTailed Han female lamb...
关键词:Tributyrin Bacteria Gastrointestinal tract Growth Weaned lamb 
基于开集识别的恶意代码家族同源性分析被引量:1
《信息安全研究》2023年第8期762-770,共9页刘亚倩 
目前,恶意代码家族同源性分析方法多侧重于闭集分类问题的研究,即假定待测样本一定属于某个已知家族类别.然而真实环境中的恶意代码家族众多,未知类别的家族通常占大多数,采用闭集识别的方法,无法准确识别真实环境中的恶意代码家族.针...
关键词:恶意代码家族 开集识别 Open Long-tailed Recognition N-GRAM Doc2vec MobileNet 
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