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检索条件"主题词=autoencoder"
4244 条 记 录,以下是231-240 订阅
排序:
An autoencoder-Based I/Q Channel Interaction Enhancement Method for Automatic Modulation Recognition
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IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY 2023年 第7期72卷 9620-9625页
作者: Zhang, Fuxin Luo, Chunbo Xu, Jialang Luo, Yang Univ Elect Sci & Technol China Sch Informat & Commun Engn Chengdu 611731 Peoples R China
This article proposes an autoencoder-based method to enhance the information interaction between in-phase/quadrature (I/Q) channels of the input data for automatic modulation recognition (AMR). The proposed method uti... 详细信息
来源: 评论
An Integral Projection-Based Semantic autoencoder for Zero-Shot Learning
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IEEE ACCESS 2023年 11卷 85351-85360页
作者: Heyden, William Ullah, Habib Siddiqui, Muhammad Salman Al-Machot, Fadi Norwegian Univ Life Sci NMBU Fac Sci & Technol REALTEK N-1430 As Norway
Zero-shot Learning (ZSL) classification categorizes or predicts classes (labels) that are not included in the training set (unseen classes). Recent works proposed different semantic autoencoder (SAE) models where the ... 详细信息
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An end-to-end multi-scale network based on autoencoder for infrared and visible image fusion
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MULTIMEDIA TOOLS AND APPLICATIONS 2023年 第13期82卷 20139-20156页
作者: Liu, Hongzhe Yan, Hua Sichuan Univ Coll Elect & Informat Engn Chengdu 610065 Sichuan Peoples R China
Infrared and visible image fusion aims to obtain a more informative fusion image by merging the infrared and visible images. However, the existing methods have some shortcomings, such as detail information loss, uncle... 详细信息
来源: 评论
DCDA: CircRNA-Disease Association Prediction with Feed-Forward Neural Network and Deep autoencoder
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INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES 2024年 第1期16卷 91-103页
作者: Turgut, Hacer Turanli, Beste Boz, Betuel Marmara Univ Dept Comp Engn TR-34854 Istanbul Turkiye Marmara Univ Dept Bioengn TR-34854 Istanbul Turkiye
Circular RNA is a single-stranded RNA with a closed-loop structure. In recent years, academic research has revealed that circular RNAs play critical roles in biological processes and are related to human diseases. The... 详细信息
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Deep learning based asymmetrical autoencoder for PAPR reduction of CP-OFDM systems
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ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH 2024年 50卷
作者: Abdullah, Ezmin Dimyati, Kaharudin Muhamad, Wan Norsyafizan W. Shuhaimi, Nurain Izzati Mohamad, Roslina Hidayat, Nabil M. Univ Teknol MARA UiTM Coll Engn Sch Elect Engn WHiSNet Wireless High Speed Network Res Grp Shah Alam 40450 Selangor Malaysia Univ Malaya Fac Engn Ctr Adv Commun Res & Innovat ACRI Dept Elect Engn Kuala Lumpur 50603 Malaysia Univ Teknol Mara UiTM Sch Elect Engn Coll Engn Shah Alam 40450 Selangor Malaysia
Adoption of Orthogonal Frequency Division Multiplexing (OFDM) in 5th Generation New Radio (5G NR) as a multicarrier modulation technique allows high data rate transmission with lower complexity. However, problem such ... 详细信息
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High-Ratio Lossy Compression: Exploring the autoencoder to Compress Scientific Data
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IEEE TRANSACTIONS ON BIG DATA 2023年 第1期9卷 22-36页
作者: Liu, Tong Wang, Jinzhen Liu, Qing Alibhai, Shakeel Lu, Tao He, Xubin Temple Univ Dept Comp & Informat Sci Philadelphia PA 19122 USA New Jersey Inst Technol Dept Elect & Comp Engn Newark NJ 07102 USA
Scientific simulations on high-performance computing (HPC) systems can generate large amounts of floating-point data per run. To mitigate the data storage bottleneck and lower the data volume, it is common for floatin... 详细信息
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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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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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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
来源: 评论