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检索条件"主题词=autoencoder"
4298 条 记 录,以下是901-910 订阅
Recurrent autonomous autoencoder for intelligent DDoS attack mitigation within the ISP domain
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INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS 2021年 第11期12卷 3145-3167页
作者: Ko, Ili Chambers, Desmond Barrett, Enda Natl Univ Ireland Galway Galway Ireland
The continuous advancement of DDoS attack technology and an increasing number of IoT devices connected on 5G networks escalate the level of difficulty for DDoS mitigation. A growing number of researchers have started ... 详细信息
来源: 评论
Deep Learning Enabled autoencoder Architecture for Collaborative Filtering Recommendation in IoT Environment
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Computers, Materials & Continua 2021年 第7期68卷 487-503页
作者: Thavavel Vaiyapuri College of Computer Engineering and Sciences Prince Sattam bin Abdulaziz UniversityAlKharjSaudi Arabia
The era of the Internet of things(IoT)has marked a continued exploration of applications and services that can make people’s lives more convenient than ever ***,the exploration of IoT services also means that people ... 详细信息
来源: 评论
Hyperspectral anomaly detection based on autoencoder and spatial morphology extraction
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JOURNAL OF APPLIED REMOTE SENSING 2021年 第3期15卷
作者: Feng, Jing Zhang, Liyan Capital Normal Univ Coll Resource Environm & Tourism Key Lab 3D Informat Acquisit & Applicat Minist Beijing Peoples R China
Anomaly detection (AD) is a crucial task for detecting salient objects in cluttered backgrounds. Classical AD algorithms based on statistical models or geometric models have achieved acceptable detection results. Howe... 详细信息
来源: 评论
AENEA: A novel autoencoder-based network embedding algorithm
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PEER-TO-PEER NETWORKING AND APPLICATIONS 2021年 第3期14卷 1829-1840页
作者: Xu, Xiaolong Xu, Haoyan Wang, Yang Zhang, Jing Nanjing Univ Posts & Telecommun Sch Comp Sci Nanjing Jiangsu Peoples R China Nanjing Univ Posts & Telecommun Jiangsu Key Lab Big Data Secur & Intelligent Proc Nanjing Jiangsu Peoples R China Shanghai Business Sch Fac Business Informat Shanghai Peoples R China
Network embedding aims to represent vertices in the network with low-dimensional dense real number vectors, so that the attained vertices can acquire the ability of representation and inference in vector space. With t... 详细信息
来源: 评论
Enhancing feature learning of hyperspectral imaging using shallow autoencoder by adding parallel paths encoding
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SCIENTIFIC REPORTS 2025年 第1期15卷 1-21页
作者: Noor Asmat, Bibi Syed Muhammad Bilal, Hafiz Uddin, M. Irfan Khalid Karim, Faten Mostafa, Samih M. Varela-Aldas, Jose Natl Univ Sci & Technol Sch Elect Engn & Comp Sci Islamabad Pakistan Kohat Univ Sci & Technol Inst Comp Kohat Pakistan Princess Nourah bint Abdulrahman Univ Coll Comp & Informat Sci Dept Comp Sci POB 84428 Riyadh 11671 Saudi Arabia South Valley Univ Fac Comp & Informat Comp Sci Dept Qena 83523 Egypt Univ Tecnol Indoamer Fac Ingn Ctr Invest MIST Ambato 180103 Ecuador
Conventional image formats have limited information conveyance, while Hyperspectral Imaging (HSI) offers a broader representation through continuous spectral bands, capturing hundreds of spectral features. However, th... 详细信息
来源: 评论
Inherent-attribute-aware dual-graph autoencoder for rating prediction
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Journal of Information and Intelligence 2024年 第1期2卷 82-97页
作者: Yangtao Zhou Qingshan Li Hua Chu Jianan Li Lejia Yang Biaobiao Wei Luqiao Wang Wanqiang Yang School of Computer Science and Technology Xidian UniversityXi'an 710071China Intelligent Financial Software Engineering New Technology Joint Laboratory Xidian UniversityXi'an 710071China Shanghai Fairyland Software Corp. Ltd.Shanghai 200233China
autoencoder-based rating prediction methods with external attributes have received wide attention due to their ability to accurately capture users'***,existing methods still have two significant limitations:i)Exte... 详细信息
来源: 评论
Two-Dimensional Principal Component Analysis-Based Convolutional autoencoder for Wafer Map Defect Detection
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IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS 2021年 第9期68卷 8789-8797页
作者: Yu, Jianbo Liu, Jiatong Tongji Univ Sch Mech Engn Shanghai 201804 Peoples R China
Due to the high complexity and dynamics of the semiconductor manufacturing process, various process abnormality could result in wafer map defects in many work stations. Thus, wafer map pattern recognition (WMPR) in th... 详细信息
来源: 评论
Unsupervised Fake News Detection Based on autoencoder
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IEEE ACCESS 2021年 9卷 29356-29365页
作者: Li, Dun Guo, Haimei Wang, Zhenfei Zheng, Zhiyun Zhengzhou Univ Coll Informat Engn Zhengzhou 450001 Peoples R China
With the development of social networks, the spread of fake news brings great negative effects to people's daily life, and even causes social panic. Fake news can be regarded as an anomaly on social networks, and ... 详细信息
来源: 评论
3D autoencoder algorithm for lithological mapping using ZY-1 02D hyperspectral imagery: a case study of Liuyuan region
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JOURNAL OF APPLIED REMOTE SENSING 2021年 第4期15卷
作者: Yu, Junchuan Zhang, Liang Li, Qiang Li, Yichuan Huang, Wei Sun, Zhiwei Ma, Yanni He, Peng China Aero Geophys Survey Beijing Peoples R China Remote Sensing Ctr Land & Resources Beijing Peoples R China China Univ Geosci Beijing Peoples R China Shenyang Geotech Invest & Surveying Res Inst Co L Shenyang Peoples R China Beijing GEOWAY Spatial Co Ltd Beijing Peoples R China
A hyperspectral image (HSI) contains hundreds of spectral bands, which provide detailed spectral information, thus offering an inherent advantage in classification. The successful launch of the Gaofen-5 and ZY-1 02D h... 详细信息
来源: 评论
Few-shot traffic classification based on autoencoder and deep graph convolutional networks
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SCIENTIFIC REPORTS 2025年 第1期15卷 1-16页
作者: Xu, Shengwei Han, Jijie Liu, Yilong Liu, Haoran Bai, Yijie Beijing Elect Sci & Technol Inst Informat Secur Res Inst Beijing 100070 Peoples R China Beijing Elect Sci & Technol Inst Dept Cryptog Sci & Technol Beijing 100070 Peoples R China Beijing Univ Posts & Telecommun Sch Cyberspace Secur Beijing 100876 Peoples R China
Traffic classification is a crucial technique in network management that aims to identify and manage data packets to optimize network efficiency, ensure quality of service, enhance network security, and implement poli... 详细信息
来源: 评论