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MINORITY: 作品数：251被引量：191H指数：6; 导出分析报告; 相关领域：医药卫生更多>>; 相关作者：张涛王超学马春森李卫红贺剑武更多>>; 相关机构：昆明理工大学浙江大学华东师范大学贵州民族大学更多>>; 相关期刊：更多>>; 相关基金：国家自然科学基金国家社会科学基金国家重点基础研究发展计划陕西省教育厅自然科学基金更多>>

A novel overlapping minimization SMOTE algorithm for imbalanced classification: 《Frontiers of Information Technology & Electronic Engineering》2024年第9期1266-1281,共16页Yulin HE Xuan LU Philippe FOURNIER-VIGER Joshua Zhexue HUANG; Project supported by the National Natural Science Foundation of China(No.61972261);the Natural Science Foundation of Guangdong Province,China(No.2023A1515011667);the Key Basic Research Foundation of Shenzhen,China(No.JCYJ20220818100205012);the Basic Research Foundation of Shenzhen,China(No.JCYJ20210324093609026)。; The synthetic minority oversampling technique(SMOTE) is a popular algorithm to reduce the impact of class imbalance in building classifiers, and has received several enhancements over the past 20 years. SMOTE and its ...; 关键词：Imbalanced classification Synthetic minority oversampling technique(SMOTE) Majority-class sample point Minority-class sample point Generalization capability Overlapping minimization

Impact of data balancing a multiclass dataset before the creation of association rules to study bacterial vaginosis: 《Intelligent Medicine》2024年第3期188-199,共12页Freddy de la Cruz-Ruiz Juana Canul-Reich Rafael Rivera-López Erick de la Cruz-Hernández; Background Bacterial vaginosis is a polymicrobial syndrome in which the homeostasis exerted by the Latobacillus species that protect the vaginal mucosa has been lost.This study explored the data balancing process with...; 关键词：Bacterial vaginosis Data balancing Random forest Synthetic minority over-sampling technique

CMAGAN:classifier-aided minority augmentation generative adversarial networks for industrial imbalanced data and its application to fault prediction: 《Advances in Manufacturing》2024年第3期603-618,共16页Wen-Jie Wang Zhao Liu Ping Zhu; supported by the National Natural Science Foundation of China(Grant No.52375256);the Natural Science Foundation of Shanghai Municipality(Grant Nos.21ZR1431500 and 23ZR1431600).; Class imbalance is a common characteristic of industrial data that adversely affects industrial data mining because it leads to the biased training of machine learning models.To address this issue,the augmentation of ...; 关键词：Class imbalance Minority class augmentation Generative adversarial network(GAN) Boundary strengthening learning(BSL) Fault prediction

Predictive modeling for post operative delirium in elderly: 《World Journal of Gastrointestinal Oncology》2024年第9期3761-3764,共4页Chris B Lamprecht Abeer Dagra Brandon Lucke-Wold; Delirium,a complex neurocognitive syndrome,frequently emerges following surgery,presenting diverse manifestations and considerable obstacles,especially among the elderly.This editorial delves into the intricate phenom...; 关键词：Post-operative delirium Elderly delirium Neurocognitive syndrome NEUROTRANSMITTERS Abdominal malignancy Predictive model Synthetic minority oversampling technique

Postoperative delirium:A tragedy for elderly cancer patients: 《World Journal of Gastrointestinal Oncology》2024年第9期3765-3770,共6页Oguzhan Arun Funda Arun; In this editorial,we comment on the article by Hu et al entitled“Predictive modeling for postoperative delirium in elderly patients with abdominal malignancies using synthetic minority oversampling technique”.We wan...; 关键词：DELIRIUM ANESTHESIA Neurocognitive dysfunction Postoperative cognitive dysfunction Prevention Risk management Synthetic minority oversampling technique Postoperative delirium Elderly patients Abdominal cancer

A perspective on utilizing the minority stress model for HIV and mental health care for men who have sex with men: 《Asian Pacific Journal of Tropical Medicine》2024年第8期333-334,共2页Rowalt C.Alibudbud; In 2022,the Joint United Nations Programme on HIV/AIDS(UNAIDS)and the World Health Organization(WHO)called upon global,regional,national,and local stakeholders to embrace a holistic approach to person-centered HIV pre...; 关键词：PREVENTION DISTRESS STRESS

Predictive model for postpartum hemorrhage requiring hysterectomy in a minority ethnic region: 《World Journal of Clinical Cases》2024年第22期4865-4872,共8页Ling Wang Jun-Yu Pan; Supported by Qiandongnan Prefecture Science and Technology Support Plan,No.[2021]11;Training of High Level Innovative Talents in Guizhou Province,No.[2022]201701。; BACKGROUND Postpartum hemorrhage(PPH)is a leading cause of maternal mortality,and hysterectomy is an important intervention for managing intractable PPH.Accurately predicting the need for hysterectomy and taking proac...; 关键词：REGION ETHNICITY Postpartum hemorrhage HYSTERECTOMY Risk factors Prediction

Research on the Employment View of Acupuncture and Tuina Undergraduates in Minority Border Areas from Students’ Perspective: 《Journal of Contemporary Educational Research》2024年第8期265-275,共11页Rongshuang Yang Kai Yuan Minjie Yin Ruilu Liu Zhihao Zhang Lijuan Wang Yanfang Yang Xinghe Zhang; With the popularization of higher education in China,the employment situation of college students is more complex and severe.This paper adopts the questionnaire method to explore the employment view of acupuncture and...; 关键词：Undergraduate EMPLOYMENT Minority border areas Acupuncture and tuina

Self organizing optimization and phase transition in reinforcement learning minority game system: 《Frontiers of physics》2024年第4期297-309,共13页Si-Ping Zhang Jia-Qi Dong Hui-Yu Zhang Yi-Xuan Lü Jue Wang Zi-Gang Huang; This work was supported by the National Natural Science Foundation of China(Grant No.12105213);China Postdoctoral Science Foundation(No.2020M673363);the Natural Science Basic Research Program of Shaanxi(No.2021JQ-007).; Whether the complex game system composed of a large number of artificial intelligence(AI)agents empowered with reinforcement learning can produce extremely favorable collective behaviors just through the way of agent ...; 关键词：oscillatory evolution collective behaviors phase transition reinforcement learning minority game

Promoted catalytic property of Cu/SSZ-13 by introducing a minority of Mn for NO removal from diesel engine exhaust: 《Chinese Journal of Chemical Engineering》2024年第7期172-182,共11页Runnong Yang Wuyuan Liu Zhaoying Wang Ming Sun Guangying Fu Zihan Gao Wenjian Jiao Rui Li Lin Yu; supported by the National Natural Science Foundation of China (22278086); The Cu-exchanged SSZ-13 with the small-pore chabazite framework is considered as a highly efficient catalyst for selective catalytic reduction of NO with NH_(3)(NH_(3)-SCR).In order to further improve the catalytic pr...; 关键词：MnCu/SSZ-13 Co-exchange ZEOLITE CATALYSIS Selective catalytic reduction

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