云南高校图书馆联盟文献共享服务平台- F-MEASURE

F-MEASURE: 作品数：27被引量：94H指数：5; 导出分析报告; 相关领域：自动化与计算机技术更多>>; 相关作者：乐光学雷秀娟王明钊周颖谢娟英更多>>; 相关机构：陕西师范大学信阳师范学院郑州大学怀化学院更多>>; 相关期刊：《环境卫生工程》《计算机工程》《西南民族大学学报（自然科学版）》《Computers, Materials & Continua》更多>>; 相关基金：国家自然科学基金中央高校基本科研业务费专项资金陕西省科技攻关计划教育部人文社会科学研究重大课题攻关项目更多>>

Machine Learning Stroke Prediction in Smart Healthcare:Integrating Fuzzy K-Nearest Neighbor and Artificial Neural Networks with Feature Selection Techniques: 《Computers, Materials & Continua》2025年第3期5115-5134,共20页Abdul Ahad Ira Puspitasari Jiangbin Zheng Shamsher Ullah Farhan Ullah Sheikh Tahir Bakhsh Ivan Miguel Pires; funded by FCT/MECI through national funds and,when applicable,co-funded EU funds under UID/50008:Instituto de Telecomunicacoes.; This research explores the use of Fuzzy K-Nearest Neighbor(F-KNN)and Artificial Neural Networks(ANN)for predicting heart stroke incidents,focusing on the impact of feature selection methods,specifically Chi-Square and...; 关键词：Fuzzy K-nearest neighbor artificial neural network accuracy precision RECALL F-MEASURE CHI-SQUARE best search first heart stroke

基于深度强化学习的网格排序聚类算法: 《信息技术与信息化》2024年第8期103-106,共4页高谨; 在数据聚类中,网格中的数据点分布可能极不均匀。某些区域可能密集分布着大量数据点,而另一些区域则可能只有很少或没有数据点,不均匀分布影响着网格数据聚类效果。为此,提出基于深度强化学习的网格排序聚类算法。通过定义和构建网格单...; 关键词：深度强化学习网格单元排序聚类精准聚类 F-MEASURE

基于样本数据重复性的分布式数据库自动化查询方法被引量：2: 《自动化技术与应用》2023年第6期87-90,共4页许伟胡婷; 为提高分布式数据库数据的查询效率和准确率,设计一种考虑样本数据重复性的分布式数据库自动化查询方法。提取数据信息的主要特征,确定主要信息方程的权衡函数,整合重复样本信息;分段数据库内的数据,明确数据特征,自适应分解得出自动化...; 关键词：分布式数据库模糊聚类分析 F-Measure方法

Efficient Feature Selection and ML Algorithm for Accurate Diagnostics被引量：1: 《Journal of Computer Science Research》2022年第1期10-19,共10页Vincent Omollo Nyangaresi Nidhal Kamel Taha El-Omari Judith Nyakanga Nyakina; Machine learning algorithms have been deployed in numerous optimization,prediction and classification problems.This has endeared them for application in fields such as computer networks and medical diagnosis.Although ...; 关键词：Accuracy CLASSIFIER ENSEMBLE F-MEASURE Machine learning Precision RECALL

基于深度神经网络的背景减除算法分析: 《科技传播》2022年第3期136-138,142,共4页冯军营金勇宽; 背景减除是实现运动目标检测的关键技术,其检测的结果直接影响目标识别、追踪等后续应用的性能。传统背景减除算法无法应对复杂场景的目标检测。为解决复杂场景的前景分割问题,文章分析了3种基于深度神经网络的背景减除算法,重点介绍了...; 关键词：深度神经网络背景减除 F-MEASURE

An Ensemble Tree Classifier for Highly Imbalanced Data Classification: 《Journal of Systems Science & Complexity》2021年第6期2250-2266,共17页SHI Peibei WANG Zhong; supported by the National Natural Science Foundation of China under Grant No.61976198;the Natural Science Research Key Project for Colleges and Universities of Anhui Province under Grant No.KJ2019A0726;the High-level Scientific Research Foundation for the Introduction of Talent of Hefei Normal University under Grant No.2020RCJJ44。; The performance of traditional imbalanced classification algorithms is degraded when dealing with highly imbalanced data.How to deal with highly imbalanced data is a difficult problem.In this paper,the authors propose...; 关键词：Ensemble learning F-MEASURE imbalanced classification mathematical model

基于渐进结构感受野和全局注意力的显著性检测被引量：2: 《电子科技》2021年第1期23-30,共8页董波周燕王永雄; 国家自然科学基金(61673276)。; 当前的显著性检测算法在复杂场景下难以分割出完整显著性区域以及锐利的边缘细节。针对这一问题,文中提出了一种新颖的特征融合算法。该方法利用全卷积神经网络获取多个层次粗糙的初始特征并结合特征金字塔结构对其深度解析。设计渐进...; 关键词：显著性检测全卷积神经网络特征金字塔渐进结构感受野全局注意力 F-measure指标

Classifying Heart Disease in Medical Data Using Deep Learning Methods: 《Journal of Computer and Communications》2021年第1期66-79,共14页T. Velmurugan U. Latha; Recent days, heart ailments assume a fundamental role in the world. The physician gives different name for heart disease, for example, cardiovascular failure, heart failure and so on....; 关键词：Named Entity Recognition Algorithm Neural Network Methods Whale Optimization Algorithm F-MEASURE RECALL PRECISION

Benchmarking Approach to Compare Web Applications Static Analysis Tools Detecting OWASP Top Ten Security Vulnerabilities被引量：5: 《Computers, Materials & Continua》2020年第9期1555-1577,共23页Juan R.Bermejo Higuera Javier Bermejo Higuera Juan A.Sicilia Montalvo Javier Cubo Villalba Juan JoséNombela Pérez; To detect security vulnerabilities in a web application,the security analyst must choose the best performance Security Analysis Static Tool(SAST)in terms of discovering the greatest number of security vulnerabilities ...; 关键词：Web application benchmark security vulnerability Security Analysis Static Tools assessment methodology false positive false negative precision F-MEASURE

A multi-criteria fusion feature selection algorithm for fault diagnosis of helicopter planetary gear train被引量：3: 《Chinese Journal of Aeronautics》2020年第5期1549-1561,共13页Canfei SUN Youren WANG Guodong SUN; co-supported by the Equipment Pre-research Foundation Project of China (No. JZX7Y20190243016301);Helicopter Transmission Technology Key Laboratory Foundation of China (No. KY-52-2018-0024);the Fundamental Research Funds for the Central Universities & Funding of Jiangsu Innovation Program for Graduate Education under Grant (No. KYLX16_0336); Planetary gear train is a prominent component of helicopter transmission system and its health is of great significance for the flight safety of the helicopter.During health condition monitoring,the selection of a fau...; 关键词：Fault detection Feature selection F-MEASURE Helicopter planetary gear train Multi-objective evolutionary algorithm

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