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检索条件"主题词=isolation forest algorithm"
19 条 记 录,以下是1-10 订阅
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Newest Collaborative and Hybrid Network Intrusion Detection Framework Based on Suricata and isolation forest algorithm  19
Newest Collaborative and Hybrid Network Intrusion Detection ...
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4th International Conference on Smart City Applications (SCA)
作者: Chiba, Zouhair Abghour, Noreddine Moussaid, Khalid El Omri, Amina Rida, Mohamed Hassan II Univ Casablanca Fac Sci LIMSAD Labs Casablanca 20100 Morocco
With the advent of digital technology, computer networks have developed rapidly at an unprecedented pace contributing tremendously to social and economic development. They have become the backbone for all critical sec... 详细信息
来源: 评论
Research on Anomaly Detection Method for Virtual Power Plant Measurement Data Based on isolation forest algorithm  6
Research on Anomaly Detection Method for Virtual Power Plant...
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6th International Conference on Intelligent Control, Measurement and Signal Processing, ICMSP 2024
作者: Zhang, Xiaoyi Wu, Jun Xuan, Xuan Wang, Jun Zhao, Xuliang Yang, Jing State Grid Liaoning Electric Power Co. Ltd. Metering Center Marketing Service Center Shenyang City110000 China Wasion Group Co. Ltd. Smart Energy Efficiency Division Changsha City410000 China
Due to the complexity and diversity of virtual power plants, there are often outliers in the measurement data, which may have a negative impact on the state estimation, optimization scheduling, and decision support of... 详细信息
来源: 评论
Automatic detection of crop lodging from multitemporal satellite data based on the isolation forest algorithm
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COMPUTERS AND ELECTRONICS IN AGRICULTURE 2023年 215卷
作者: Guo, Rui Zhu, Xiufang Liu, Tingting Beijing Normal Univ Inst Remote Sensing Sci & Engn Fac Geog Sci Beijing 100875 Peoples R China Beijing Normal Univ State Key Lab Remote Sensing Sci Jointly Sponsored Beijing 100875 Peoples R China Chinese Acad Sci Inst Remote Sensing & Digital Earth Beijing 100875 Peoples R China
Rapid identification of crop lodging has implications for optimizing disaster prevention and mitigation measures. This study proposes a sequentially integrated algorithm for crop lodging identification, which first au... 详细信息
来源: 评论
A Novel Intelligent Learning Method for Identifying Gross Errors in Dam Deformation Monitoring Series
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WATER 2025年 第2期17卷 148-148页
作者: Fang, Chunhui Wang, Xue Li, Jianchao Wu, Luobin Wang, Jiayi Gu, Hao Zhejiang Univ Water Resources & Elect Power Res Inst Water Sci Hangzhou 310018 Peoples R China Zhejiang Tongji Vocat Coll Sci & Technol Coll Water Conservancy Engn Hangzhou 311231 Peoples R China Water Conservancy Bur Agr & Rural Affairs Bur Shaoxing 312030 Peoples R China Hohai Univ Coll Water Conservancy & Hydropower Engn Nanjing 210098 Peoples R China
In view of the problem that traditional dam outlier identification methods mostly rely on single-monitoring-point models and do not fully consider the spatio-temporal correlation characteristics of deformation between... 详细信息
来源: 评论
Outlier Identification of Concrete Dam Displacement Monitoring Data Based on WAVLET-DBSCAN-IFRL
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WATER 2025年 第5期17卷 716-716页
作者: Fang, Chunhui Wang, Xue Hu, Weixing He, Xiaojun Huang, Zihui Gu, Hao Zhejiang Univ Water Resources & Elect Power Res Inst Water Sci Hangzhou 310018 Peoples R China Zhejiang Tongji Vocat Coll Sci & Technol Coll Water Conservancy Engn Hangzhou 311231 Peoples R China Water Affairs Bur Wuyi Cty Jinhua 321200 Peoples R China Nat Resources & Planning Bur Wuyi Cty Jinhua 321200 Peoples R China Hohai Univ Coll Water Conservancy & Hydropower Engn Nanjing 210098 Peoples R China
Monitoring data outliers comprises isolated mode outliers, cluster mode outliers, and normal points. To identify and distinguish the data hopping problems caused by outliers and environmental mutations in the displace... 详细信息
来源: 评论
Abnormal Electricity Detection of Users Based on Improved Canopy-Kmeans and isolation forest algorithms
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IEEE ACCESS 2024年 12卷 99110-99121页
作者: Wang, Jianyuan Li, Xiaoyao Northeast Elect Power Univ Key Lab Modern Power Syst Simulat & Control & Rene Minist Educ Jilin 132012 Peoples R China
Aiming at the existing user abnormal electricity consumption detection methods that have the problem of difficult classification of user similar electricity consumption patterns, this paper proposes an unsupervised is... 详细信息
来源: 评论
Sea-Surface Floating Small Target Detection by Multifeature Detector Based on isolation forest
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IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 2021年 14卷 704-715页
作者: Xu, Shuwen Zhu, Jianan Jiang, Junzheng Shui, Penglang Xidian Univ Natl Lab Radar Signal Proc Xian 710071 Peoples R China Mcmaster Univ Hamilton ON L8S 4L8 Canada Nanjing Res Inst Elect Technol Signal Proc Dept L8S4L8 Nanjing Peoples R China Guilin Univ Elect Technol Sch Informat & Commun Guilin 541004 Peoples R China
In this article, a multifeature detector based on isolation forest (iforest) algorithm is developed to detect floating small targets in sea clutter. The conventional multifeature detector can only process three featur... 详细信息
来源: 评论
Temperature Compensation of Laser Methane Sensor Based on a Large-Scale Dataset and the ISSA-BP Neural Network
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SENSORS 2024年 第2期24卷 493页
作者: Yin, Songfeng Zou, Xiang Cheng, Yue Liu, Yunlong Anhui Jianzhu Univ Sch Elect & Informat Engn Hefei 230601 Peoples R China Tsinghua Univ Hefei Inst Publ Secur Hefei 230601 Peoples R China Hefei Tsingsensor Technol Co Ltd Hefei 230601 Peoples R China
We aimed to improve the detection accuracy of laser methane sensors in expansive temperature application environments. In this paper, a large-scale dataset of the measured concentration of the sensor at different temp... 详细信息
来源: 评论
Detecting Network Attacks on Software Configured Networks Using the Isolating forest algorithm
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AUTOMATIC CONTROL AND COMPUTER SCIENCES 2021年 第8期55卷 1039-1050页
作者: Stepanov, M. D. Pavlenko, E. Yu Lavrova, D. S. Peter Great St Petersburg Polytech Univ St Petersburg 195251 Russia
An approach is proposed to detect network attacks in software-defined networks. These networks are specific from a security standpoint, so the modified algorithm of the isolation forest is taken as a network security ... 详细信息
来源: 评论
Situation Awareness Method for Electric Vehicles Charging Pile Clusters Based on Edge Computing  36
Situation Awareness Method for Electric Vehicles Charging Pi...
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36th Chinese Control and Decision Conference (CCDC)
作者: Zhang, Zhi Liu, Hengyu Hu, Dawei Chen, Yanru Sun, Jiazheng State Grid Liaoning Elect Power Co Ltd Elect Power Res Inst Shenyang Peoples R China Northeastern Univ Sch Informat Sci & Engn Shenyang Peoples R China
In response to challenges characterized by strong randomness, wide spatial distribution, and high power demand within short time frames by a large volume of Electric Vehicles (EVs), a situation awareness method for el... 详细信息
来源: 评论