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检索条件"主题词=autoencoder"
4251 条 记 录,以下是211-220 订阅
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Low-rank reconstruction-based autoencoder for robust fault detection
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CONTROL ENGINEERING PRACTICE 2022年 第0期123卷
作者: Hu, Zhengwei Zhao, Haitao Peng, Jingchao East China Univ Sci & Technol Sch Informat Sci & Engn Automat Dept Shanghai 200237 Peoples R China
autoencoder (AE) has been widely used in multivariate statistical process monitoring (MSPM) and various AE-based methods have been applied in fault detection. Process data is often contaminated by outliers and measure... 详细信息
来源: 评论
Mobile applications identification using autoencoder based electromagnetic side channel analysis
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JOURNAL OF INFORMATION SECURITY AND APPLICATIONS 2023年 75卷
作者: Zhang, Jinghui Liang, Boxi Zhang, Hancheng Zhang, Wei Ling, Zhen Yang, Ming Southeast Univ Sch Comp Sci & Engn Nanjing 211189 Peoples R China Southeast Univ Sch Transportat Nanjing 211189 Peoples R China China United Network Commun Grp Co Ltd Digital Dept Beijing Peoples R China
Various applications are deployed on mobile smart devices in almost every situations of our life, while in some of these situations sensitive applications are strictly prohibited, such as cameras in cinemas and browse... 详细信息
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Feature extraction of linear separability using robust autoencoder with distance metric
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JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2023年 第5期44卷 7589-7598页
作者: Wei, Pingping Zhang, Xin Yunnan Technol & Business Univ Sch Intelligent Sci & Engn Kunming Yunnan Peoples R China
This paper proposes a robust autoencoder withWasserstein distance metric to extract the linear separability features from the input data. To minimize the difference between the reconstructed feature space and the orig... 详细信息
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DSVD-autoencoder: A scalable distributed privacy-preserving method for one-class classification
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INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 2021年 第1期36卷 177-199页
作者: Fontenla-Romero, Oscar Perez-Sanchez, Beatriz Guijarro-Berdinas, Bertha Univ A Coruna CITIC Fac Informat Dept Comp Sci & Informat Technol Campus Elvina S-N La Coruna 15071 Spain
One-class classification has gained interest as a solution to certain kinds of problems typical in a wide variety of real environments like anomaly or novelty detection. autoencoder is the type of neural network that ... 详细信息
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Towards an Interpretable autoencoder: A Decision-Tree-Based autoencoder and its Application in Anomaly Detection
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IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING 2023年 第2期20卷 1048-1059页
作者: Aguilar, Diana Laura Medina-Perez, Miguel Angel Loyola-Gonzalez, Octavio Choo, Kim-Kwang Raymond Bucheli-Susarrey, Edoardo Tecnol Monterrey Atizapan 52926 Estado De Mexic Mexico Altair Management Consultants Madrid 28006 Spain Univ Texas San Antonio Dept Informat Syst & Cyber Secur San Antonio TX 78249 USA
The importance of understanding and explaining the associated classification results in the utilization of artificial intelligence (AI) in many different practical applications (e.g., cyber security and forensics) has... 详细信息
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Deep autoencoder-Based Z-Interference Channels With Perfect and Imperfect CSI
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IEEE TRANSACTIONS ON COMMUNICATIONS 2024年 第2期72卷 861-873页
作者: Zhang, Xinliang Vaezi, Mojtaba Villanova Univ Dept Elect & Comp Engn Villanova PA 19085 USA
A deep autoencoder (DAE)-based structure for end-to-end communication over the two-user Z-interference channel (ZIC) with finite-alphabet inputs is designed in this paper. The proposed structure jointly optimizes the ... 详细信息
来源: 评论
Effectiveness of autoencoder for lake area extraction from high-resolution RGB imagery: an experimental study
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ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH 2021年 第24期28卷 31084-31096页
作者: Tercan, Emre Atasever, Umit Haluk Gen Directorate Highways Dept Survey Project & Environm 13th Reg TR-07090 Antalya Turkey Erciyes Univ Fac Engn Dept Geomat Engn TR-38039 Kayseri Turkey
The surface areas of lakes alter constantly due to many factors such as climate change, land use policies, and human interventions, and their surface areas tend to decrease. It is necessary for obtain baseline dataset... 详细信息
来源: 评论
The Hybrid Trip Destination Prediction Model of Vehicles Based on autoencoder and High-Order Interaction Features
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IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 2023年 第8期24卷 8443-8451页
作者: He, Yuchu Jia, Zhijuan Hu, Mingsheng Zhang, Geng Dong, Hanjie Zhengzhou Normal Univ Sch Informat Sci & Technol Zhengzhou 450044 Peoples R China Henan Univ Sch Comp & Informat Engn Kaifeng 475001 Peoples R China Southwest Univ Coll Comp & Informat Sci Chongqing 400715 Peoples R China Zhengzhou Univ Light Ind Coll Comp & Commun Engn Zhengzhou 450002 Peoples R China
Through the intelligent vehicles trip data collection, processing and analysis, so as to predict the vehicles trip destination, this technology can improve the user's driving experience and the city traffic condit... 详细信息
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Human-related anomalous event detection via spatial-temporal graph convolutional autoencoder with embedded long short-term memory network
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NEUROCOMPUTING 2022年 第0期490卷 482-494页
作者: Li, Nanjun Chang, Faliang Liu, Chunsheng Shandong Univ Sch Control Sci & Engn 17923 Jingshi Rd Jinan 250061 Peoples R China
Automatic detection of human-related anomalous events in surveillance videos is challenging, owing to unclear definition of anomalies and insufficiency of training data. Generally, the irregular human motion patterns ... 详细信息
来源: 评论
BLER performance evaluation of an enhanced channel autoencoder
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COMPUTER COMMUNICATIONS 2021年 176卷 173-181页
作者: Njoku, Judith Nkechinyere Morocho-Cayamcela, Manuel Eugenio Lim, Wansu Kumoh Natl Inst Technol Dept Aeronaut Mech & Elect Convergence Engn Gumi South Korea Yachay Tech Univ Sch Math & Computat Sci San Miguel De Urcuqui Ecuador
The concept of using autoencoders (AEs) to represent wireless communication systems as an end-to-end reconstruction task that optimizes the transmitter and receiver components simultaneously in a single process has at... 详细信息
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