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检索条件"主题词=autoencoder"
4279 条 记 录,以下是161-170 订阅
Model-Free Multiphase AC Signals Downscaling Method Using Orthogonal Phase-Lock autoencoder and Circular Harmonic Decomposition
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IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS 2024年 第7期72卷 6573-6582页
作者: Qi, Xing Qiu, Tingting Aarniovuori, Lassi Zhang, Qian Xu, Jiazi Cao, Wenping Anhui Univ Dept Elect Engn Hefei 230601 Peoples R China LUT Univ Elect Drives Lab Lappeenranta 53850 Finland
Reference frame transformation methods are generally introduced in multiphase ac systems, so as to simplify system's high dimensional ac signals into low dimensional dc ones. Classical methods, such as Clark/Park ... 详细信息
来源: 评论
LSTM-autoencoder Based Detection of Time-Series Noise Signals for Water Supply and Sewer Pipe Leakages
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WATER 2024年 第18期16卷 2631页
作者: Shin, Yungyeong Na, Kwang Yoon Kim, Si Eun Kyung, Eun Ji Choi, Hyun Gyu Jeong, Jongpil Sungkyunkwan Univ Dept Smart Factory Convergence 2066 Seobu Ro Suwon 16419 South Korea SC Solut Global Co Ltd AI Res Lab 13 Heungdeok 1 roGyeonggi do Yongin 16954 South Korea
The efficient management of urban water distribution networks is crucial for public health and urban development. One of the major challenges is the quick and accurate detection of leaks, which can lead to water loss,... 详细信息
来源: 评论
Convergent autoencoder approximation of low bending and low distortion manifold embeddings
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ESAIM-MATHEMATICAL MODELLING AND NUMERICAL ANALYSIS 2024年 第1期58卷 335-361页
作者: Braunsmann, Juliane Rajkovic, Marko Rumpf, Martin Wirth, Benedikt Univ Munster Orleans Ring 10 D-48149 Munster Germany Univ Bonn Inst Numer Simulat Endenicher Allee 60 D-53115 Bonn Germany
autoencoders are widely used in machine learning for dimension reduction of high-dimensional data. The encoder embeds the input data manifold into a lower-dimensional latent space, while the decoder represents the inv... 详细信息
来源: 评论
Denoising Graph autoencoder for Missing Human Joints Reconstruction
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IEEE ACCESS 2024年 12卷 57381-57389页
作者: Lee, Wonseok Park, Seonghee Kim, Taejoon Chungbuk Natl Univ Dept Informat & Commun Engn Chungju 28644 South Korea Elect & Telecommun Res Inst Digital Convergence Res Lab Daejeon 34129 South Korea Chungbuk Natl Univ Res Inst Comp & Informat Commun Chungju 28644 South Korea
Skeleton-based human action recognition (HAR) is being utilized in various fields like action classification and abnormal behavior detection. The accurate coordinates of the human joints are a crucial factor for the h... 详细信息
来源: 评论
Joint loss learning-enabled semi-supervised autoencoder for bearing fault diagnosis under limited labeled vibration signals
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JOURNAL OF VIBRATION AND CONTROL 2024年 第19-20期30卷 4537-4550页
作者: Liang, Mingxuan Zhou, Kai China Jiliang Univ Coll Mech & Elect Engn Hangzhou Peoples R China Hong Kong Polytech Univ Dept Civil & Environm Engn Hong Kong Peoples R China Michigan Technol Univ Dept Mech Engn & Engn Mech Houghton MI USA Hong Kong Polytech Univ Dept Civil & Environm Engn Hung Hom 11 Yuk Choi Rd Hong Kong Peoples R China
Rolling bearing is a critical component of machinery that has been widely applied in manufacturing, transportation, aerospace, and power and energy industries. The timely and accurate bearing fault detection thus is o... 详细信息
来源: 评论
Domain Adaptation for Localization Using Combined autoencoder and Gradient Reversal Layer in Dynamic IoT Environment
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IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING 2024年 第1期11卷 685-695页
作者: Prasad, Gaurav Pandey, Ankur Kumar, Sudhir Indian Inst Technol Patna Dept Elect Engn Patna 801106 Bihar India Rajiv Gandhi Inst Petr Technol Dept Elect & Elect Engn Amethi 229304 India
The popularity of Received Signal Strength (RSS) fingerprint-based indoor localization is mainly due to ubiquitous nature of Wi-Fi signals. However, environment changes, device heterogeneity and change in Access Point... 详细信息
来源: 评论
Multiscale Memory autoencoder and Spatial Filtering for Hyperspectral Anomaly Detection
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IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 2025年 22卷
作者: Ma, Ziyang Zhang, Yongshan Lian, Yuyun Jiang, Xinwei Liu, Xiaobo Cai, Zhihua China Univ Geosci Sch Comp Sci Wuhan 430074 Peoples R China China Univ Geosci Sch Automat Wuhan 430074 Peoples R China
The hyperspectral anomaly detection (HAD) aims to identify potential anomalies from complex backgrounds. Most reconstruction-based autoencoders equally treat background pixels and anomalies or ignore potential spatial... 详细信息
来源: 评论
autoencoder-Based Anomaly Detection in Network Traffic  25
Autoencoder-Based Anomaly Detection in Network Traffic
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25th International Conference on Computational Problems of Electrical Engineering (CPEE)
作者: Korniszuk, Krzysztof Sawicki, Bartosz Warsaw Univ Technol Fac Elect Engn Warsaw Poland
Due to the continuously increasing number of resources and data availability in the cloud, the threats related to the security of computer networks and IT systems are critical. Threat detection systems based on deep n... 详细信息
来源: 评论
autoencoder-based method for online fault detection in discrete-event class Production Systems  17
Autoencoder-based method for online fault detection in discr...
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17th IFAC Workshop on discrete Event Systems (WODES)
作者: Saddem, Ramla Baptiste, Dylan Teingua, Ange Patrick Wabo Univ Reims CReSTIC Reims France
In the context of discrete-event systems (DES), the terms detection and diagnosis refer to two distinct stages of handling faults and anomalies. Both steps are critical for ensuring the reliable and safe operation of ... 详细信息
来源: 评论
Fault diagnosis method of wheel diameter difference based on stacked autoencoder and multiple kernel learning
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JOURNAL OF VIBRATION AND CONTROL 2024年 第1-2期30卷 342-353页
作者: Sui, Shunqi Wang, Kaiyun Ling, Liang Chen, Shiqian Xie, Bo Southwest Jiaotong Univ State Key Lab Tract Power Chengdu Peoples R China Lanzhou Jiaotong Univ Sch Mechatron Engn Lanzhou Peoples R China Southwest Jiaotong Univ State Key Lab Tract Power 111North Sect 1 Second Ring Rd Chengdu 610031 Peoples R China
Tread wear rates of the right and left wheels of a wheelset are not the same because of the complexity of the track condition, which causes the wheel diameter difference (WDD). The WDD can influence vehicle dynamic pe... 详细信息
来源: 评论