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检索条件"主题词=stacked Autoencoder"
326 条 记 录,以下是171-180 订阅
排序:
UCAV situation assessment method based on C-LSHADE-Means and SAE-LVQ
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Journal of Systems Engineering and Electronics 2023年 第5期34卷 1235-1251页
作者: XIE Lei TANG Shangqin WEI Zhenglei XUAN Yongbo WANG Xiaofei Institute of Aeronautics Engineering Air Force Engineering UniversityXi’an 710038China China Aerodynamics Research&Development Center Mianyang 621000China Blue Sky Innovation Center for Frontier Science Beijing 100000China
The unmanned combat aerial vehicle(UCAV)is a research hot issue in the world,and the situation assessment is an important part of *** overcome shortcomings of the existing situation assessment methods,such as low accu... 详细信息
来源: 评论
Enhanced Deep autoencoder Based Feature Representation Learning for Intelligent Intrusion Detection System
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Computers, Materials & Continua 2021年 第9期68卷 3271-3288页
作者: Thavavel Vaiyapuri Adel Binbusayyis College of Computer Engineering and Sciences Prince Sattam Bin Abdulaziz UniversityAlKharjSaudi Arabia
In the era of Big data,learning discriminant feature representation from network traffic is identified has as an invariably essential task for improving the detection ability of an intrusion detection system(IDS).Owin... 详细信息
来源: 评论
Adaptive parameter tuning stacked autoencoders for process monitoring
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SOFT COMPUTING 2020年 第17期24卷 12937-12951页
作者: Kong, Diehao Yan, Xuefeng East China Univ Sci & Technol Key Lab Adv Control & Optimizat Chem Proc Minist Educ Shanghai 200237 Peoples R China Tongji Univ Shanghai Inst Intelligent Sci & Technol Shanghai 200237 Peoples R China
In process monitoring based on stacked autoencoders (SAEs), the performance of monitoring models is directly decided by the validity of the structure and parameters, which are primarily determined by time-consuming ma... 详细信息
来源: 评论
Enhancing Speech and Music Discrimination Through the Integration of Static and Dynamic Features  25
Enhancing Speech and Music Discrimination Through the Integr...
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25th Interspeech Conference
作者: Chen, Liangwei Zhou, Xiren Tut, Qiang Chen, Huanhuan Univ Sci & Technol China Hefei Peoples R China Anhui Prov Hosp Hefei Peoples R China
Audio is inherently temporal data, where features extracted from each segment evolve over time, yielding dynamic traits. These dynamics, relative to the acoustic characteristics inherent in raw audio features, primari... 详细信息
来源: 评论
Energy Aware Secure Cyber-Physical Systems with Clustered Wireless Sensor Networks
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Computers, Materials & Continua 2022年 第9期72卷 5499-5513页
作者: Masoud Alajmi Mohamed K.Nour Siwar Ben Haj Hassine Mimouna Abdullah Alkhonaini Manar Ahmed Hamza Ishfaq Yaseen Abu Sarwar Zamani Mohammed Rizwanullah Department of Computer Engineering College of Computers and Information TechnologyTaif UniversityTaif21944Saudi Arabia Department of Computer Science College of Computing and Information SystemUmm Al-Qura UniversitySaudi Arabia Department of Computer Science College of Science&Art at MahayilKing Khalid UniversityAbha62529Saudi Arabia Department of Computer Science College of Computer and Information SciencesPrince Sultan UniversitySaudi Arabia Department of Computer and Self Development Preparatory Year DeanshipPrince Sattam bin Abdulaziz UniversityAlKharjSaudi Arabia
Recently,cyber physical system(CPS)has gained significant attention which mainly depends upon an effective collaboration with computation and physical *** greatly interrelated and united characteristics of CPS resulti... 详细信息
来源: 评论
Graph-Based Semisupervised Learning With Weighted Features for Hyperspectral Remote Sensing Image Classification
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IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 2022年 15卷 6356-6370页
作者: Wang, Qingyan Zhang, Qi Zhang, Junping Kang, Shouqiang Wang, Yujing Harbin Univ Sci & Technol Sch Measurement Control & Commun Engn Harbin 150080 Peoples R China Harbin Inst Technol Sch Elect & Informat Engn Harbin 150001 Peoples R China
Graph neural network has an excellent performance in obtaining the similarity relationship of samples, so it has been widely used in computer vision. But the hyperspectral remote sensing image (HSI) has some problems,... 详细信息
来源: 评论
stacked autoencoders and extreme learning machine based hybrid model for electrical load prediction
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JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2019年 第4期37卷 5403-5416页
作者: Peng, Wei Xu, Liwen Li, Chengdong Xie, Xiuying Zhang, Guiqing Shandong Jianzhu Univ Sch Informat & Elect Engn Jinan 250101 Shandong Peoples R China Shandong Coinnovat Ctr Green Bldg Jinan 250101 Shandong Peoples R China
Electrical load prediction plays an important role in power system management and economic development. However, because electrical load has non-linear relationships with several factors such as the political environm... 详细信息
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Electroencephalogram Emotion Recognition Based on 3D Feature Fusion and Convolutional autoencoder
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FRONTIERS IN COMPUTATIONAL NEUROSCIENCE 2021年 15卷 743426页
作者: An, Yanling Hu, Shaohai Duan, Xiaoying Zhao, Ling Xie, Caiyun Zhao, Yingying Beijing Jiaotong Univ Inst Informat Sci Beijing Peoples R China Northwest Univ Sch Econom & Management Xian Shaanxi Peoples R China Hebei Univ Coll Qual & Syst Supervis Baoding Peoples R China Hebei Univ Coll Elect & Informat Engn Baoding Peoples R China Machine Vis Technol Creat Ctr Hebei Prov Baoding Peoples R China
As one of the key technologies of emotion computing, emotion recognition has received great attention. Electroencephalogram (EEG) signals are spontaneous and difficult to camouflage, so they are used for emotion recog... 详细信息
来源: 评论
An Efficient Deep Learning Approach To IoT Intrusion Detection
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COMPUTER JOURNAL 2022年 第11期65卷 2870-2879页
作者: Cao, Jin Lin, Liwei Ma, Ruhui Guan, Haibing Tian, Mengke Wang, Yong Shanghai Jiao Tong Univ Sch Elect Informat & Elect Engn Shanghai 200240 Peoples R China FuJian Univ Technol Sch Comp Sci & Math Fuzhou 350028 Fujian Peoples R China Peking Univ Sch Integrated Circuits Beijing 100871 Peoples R China Beijing Microelect Technol Inst Beijing 100076 Peoples R China
With the rapid development of the Internet of Things (IoT), network security challenges are becoming more and more complex, and the scale of intrusion attacks against the network is gradually increasing. Therefore, re... 详细信息
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An enhanced swarm optimization-based deep neural network for diabetic retinopathy classification in fundus images
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MULTIMEDIA TOOLS AND APPLICATIONS 2022年 第15期81卷 20611-20642页
作者: Dayana, A. Mary Emmanuel, W. R. Sam Nesamony Mem Christian Coll Dept Comp Sci Marthandam India Manonmaniam Sundaranar Univ Tirunelveli 627012 Tamil Nadu India Nesamony Mem Christian Coll Dept PG Comp Sci Marthandam India
Diabetic Retinopathy (DR) is one of the long-lasting Diabetic retinal disorders that leads to vision impairment eventually blindness in most of the working-age population. The process of classifying the severity level... 详细信息
来源: 评论