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检索条件"主题词=Stacked Autoencoder"
326 条 记 录,以下是11-20 订阅
排序:
Deep stacked autoencoder-Based Long-Term Spectrum Prediction Using Real-World Data
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IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING 2023年 第3期9卷 534-548页
作者: Pan, Guangliang Wu, Qihui Ding, Guoru Wang, Wei Li, Jie Xu, Fuyuan Zhou, Bo Nanjing Univ Aeronaut & Astronaut Key Lab Dynam Cognit Syst Electromagnet Spectrum S Minist Ind & Informat Technol Nanjing 211106 Peoples R China Army Engn Univ Coll Commun Engn Nanjing 210007 Peoples R China Nanjing Elect Equipment Res Inst Nanjing 210000 Peoples R China
Spectrum prediction is challenging due to its multi-dimension, complex inherent dependency, and heterogeneity among the spectrum data. In this paper, we first propose a stacked autoencoder (SAE) and bi-directional lon... 详细信息
来源: 评论
Decentralized adaptively weighted stacked autoencoder-based incipient fault detection for nonlinear industrial processes
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ISA TRANSACTIONS 2023年 第1期139卷 216-228页
作者: Gao, Huihui Huang, Wenjie Gao, Xuejin Han, Honggui Beijing Univ Technol Fac Informat Technol Beijing 100124 Peoples R China Beijing Univ Technol Key Lab Computat Intelligence & Intelligent Syst Beijing 100124 Peoples R China Minist Educ Engn Res Ctr Digital Community Beijing 100124 Peoples R China Beijing Artificial Intelligence Inst Beijing Peoples R China
Modern industrial processes often exhibit large-scale and nonlinear characteristics. Incipient fault detection for industrial processes is a big challenge because of the faint fault signature. To improve the performan... 详细信息
来源: 评论
Multi-layer features ensemble soft sensor regression model based on stacked autoencoder and vine copula
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CANADIAN JOURNAL OF CHEMICAL ENGINEERING 2023年 第8期101卷 4606-4619页
作者: Chen, Hongmin Li, Shaojun East China Univ Sci & Technol Key Lab Smart Mfg Energy Chem Proc Minist Educ Shanghai Peoples R China East China Univ Sci & Technol Key Lab Smart Mfg Energy Chem Proc Minist Educ Shanghai 200237 Peoples R China
It is crucial in industrial processes to consider key variables to ensure safe operation and high product quality. Moreover, these variables are difficult to obtain using traditional measurement methods;hence, it make... 详细信息
来源: 评论
Two-stage multi-dimensional convolutional stacked autoencoder network model for hyperspectral images classification
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MULTIMEDIA TOOLS AND APPLICATIONS 2023年 第8期83卷 23489-23508页
作者: Bai, Yang Sun, Xiyan Ji, Yuanfa Fu, Wentao Zhang, Jinli Guilin Univ Elect Technol Sch Informat & Commun Guilin Peoples R China Guilin Univ Elect Technol Guangxi Key Lab Precis Nav Technol & Applicat Guilin Peoples R China Guilin Univ Elect Technol Natl & Local Joint Engn Res Ctr Satellite Nav & Locat Serv Guilin Peoples R China
Deep learning models have been widely used in hyperspectral images classification. However, the classification results are not satisfactory when the number of training samples is small. Focused on above-mentioned prob... 详细信息
来源: 评论
Regularized label relaxation-based stacked autoencoder for zero-shot learning
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APPLIED INTELLIGENCE 2023年 第19期53卷 22348-22362页
作者: Song, Jianqiang Zhao, Heng Wei, Xing Zhang, Xiutai Yao, Haiyan Anyang Inst Technol Coll Elect Informat & Elect Engn Anyang 455000 Peoples R China Xidian Univ Sch Life Sci & Technol Xian 710071 Peoples R China Yangtze Univ Elect & Informat Sch Jingzhou 434023 Peoples R China
Recently, Zero-Shot Learning (ZSL) has gained great attention due to its significant classification performance for novel unobserved classes. As seen and unseen classes are completely disjoint, the current ZSL methods... 详细信息
来源: 评论
A Noise Estimation Method for Hyperspectral Image Based on stacked autoencoder
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IEEE ACCESS 2023年 11卷 89835-89843页
作者: Deng, Lei Zhou, Bing Ying, Jiaju Zhao, Runze Army Engn Univ PLA Elect & Opt Engn Dept Shijiazhuang 050003 Peoples R China Army Engn Univ PLA Equipment Command & Management Dept Shijiazhuang 050003 Peoples R China
The imaging spectrometer is limited by a short response time and narrow channel, resulting in a low signal-to-noise ratio of hyperspectral images. The accurate estimation of noise has a significant impact on some prep... 详细信息
来源: 评论
Fault classification based on variable-weighted dynamic sparse stacked autoencoder for industrial processes
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CANADIAN JOURNAL OF CHEMICAL ENGINEERING 2023年 第1期101卷 420-430页
作者: Dong, Jie Tu, Yanan Peng, Kaixiang Univ Sci & Technol Beijing Sch Automat & Elect Engn Minist Educ Key Lab Knowledge Automat Ind Proc Beijing Peoples R China Univ Sci & Technol Beijing Natl Engn Res Ctr Adv Rolling Technol Beijing Peoples R China
Effective process monitoring and fault diagnosis are of great significance to the safe operation of industrial processes as production scale increases and production systems become more and more complex. Identifying f... 详细信息
来源: 评论
Feature learning based on entropy estimation density peak clustering and stacked autoencoder for industrial process monitoring
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CANADIAN JOURNAL OF CHEMICAL ENGINEERING 2023年 第7期101卷 3998-4015页
作者: Yu, Feng Liu, Jianchang Liu, Dongming Wang, Honghai Shang, Liangliang Northeastern Univ Coll Informat Sci & Engn Shenyang Peoples R China Northeastern Univ State Key Lab Synthet Automation Proc Ind Shenyang Peoples R China Nantong Univ Sch Elect Engn Nantong Peoples R China
Recently, stacked autoencoder (SAE)-based deep learning has been widely employed for industrial process fault detection, which can extract representative low-dimensional features. However, SAE fails to take the distri... 详细信息
来源: 评论
Speech emotion recognition in Persian based on stacked autoencoder by comparing local and global features
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MULTIMEDIA TOOLS AND APPLICATIONS 2023年 第23期82卷 36413-36430页
作者: Bastanfard, Azam Abbasian, Alireza Islamic Azad Univ Dept Comp Engn Karaj Branch Karaj Iran Iran Broadcasting Univ Fac Media Engn Tehran Iran
Among the barriers to establishing effective human-machine interactions is the machines' inability to properly distinguish emotions from the human voice. The Speech Emotion Recognition (SER) systems have emerged t... 详细信息
来源: 评论
stacked autoencoder based diagnosis applied on a Solar Photovoltaic System
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IFAC-PapersOnLine 2024年 第4期58卷 384-389页
作者: Mouaad Bougoffa Samir Benmoussa Mohand Djeziri Thierry Contaret Badji Mokhtar-Annaba University LASA Laboratory Annaba Algeria Aix-Marseille Univ Univ de Toulon CNRS IM2NP Marseille France
This paper deals with the modeling of a photovoltaic system connected to a grid for the simulation of normal and faulty operations and the generation of a data-set for learning a fault detection algorithm based on a S... 详细信息
来源: 评论