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检索条件"主题词=Autoencoder"
4241 条 记 录,以下是511-520 订阅
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Bearing Fault Diagnosis Using Fully-Connected Winner-Take-All autoencoder
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IEEE ACCESS 2018年 6卷 6103-6115页
作者: Li, Chuanhao Zhang, Wei Peng, Gaoliang Liu, Shaohui Harbin Inst Technol State Key Lab Robot & Syst Harbin 150001 Heilongjiang Peoples R China Harbin Inst Technol Dept Comp Sci Harbin 150001 Heilongjiang Peoples R China
Intelligent fault diagnosis of bearings has been a heated research topic in the prognosis and health management of rotary machinery systems, due to the increasing amount of available data collected by sensors. This ha... 详细信息
来源: 评论
Blind Unmixing Using Dispersion Model-Based autoencoder to Address Spectral Variability
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IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 2024年 62卷 1页
作者: Zheng, Haoren Li, Zulong Sun, Chenyu Zhang, Hanqiu Liu, Hongyi Wei, Zhihui Nanjing Univ Sci & Technol Sch Math & Stat Nanjing 210094 Peoples R China Nanjing Univ Sci & Technol Sch Comp Sci & Engn Nanjing 210094 Peoples R China
Over the past few decades, researchers have proposed various hyperspectral unmixing (HU) methods. Among these methods, deep learning (DL) has emerged as a promising approach for HU, providing new opportunities for adv... 详细信息
来源: 评论
Development of Automatic Hard Landing Detection Model Using autoencoder
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INTERNATIONAL JOURNAL OF AERONAUTICAL AND SPACE SCIENCES 2023年 第3期24卷 778-791页
作者: Jeong, Seon Ho Park, Eun Gyo Cho, Jin Yeon Kim, Jeong Ho Korea Aerosp Ind LTD Adv SW Technol Team Teheran Ro Seoul 06151 South Korea Inha Univ Dept Aerosp Engn 36 Gaetbeol Ro Incheon 21999 South Korea
A hard landing is a typical accident that occurs during the landing of an aircraft. Because hard landings can cause stress buildup in the aircraft structure that can lead to fatal accidents if not properly identified,... 详细信息
来源: 评论
A Transceiver Design Based on an autoencoder Network for Multi-Color VLC Systems
IEEE PHOTONICS JOURNAL
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IEEE PHOTONICS JOURNAL 2020年 第3期12卷 1-16页
作者: Zhang, Dong-Fang Yu, Hong-Yi Zhu, Yi-Jun Zhu, Zhao-Rui Natl Digital Switching Syst Engn & Technol Res Ct Zhengzhou 450000 Peoples R China
We propose a transceiver design method based on an autoencoder (AE) network for multi-color visible light communication (VLC) systems. Taking into account the chromaticity constraint described by MacAdam ellipses and ... 详细信息
来源: 评论
autoencoder versus PCA in face recognition  18
Autoencoder versus PCA in face recognition
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18th International Conference on Computational Problems of Electrical Engineering (CPEE)
作者: Siwek, Krzysztof Osowski, Stanislaw Inst Theory Elect Engn Measurement & Informat Sys Warsaw Poland Warsaw Univ Technol Inst Theory Elect Engn Measurement & Informat Sys Warsaw Poland Mil Univ Technol Elect Fac Warsaw Poland
The paper presents the comparative analysis of the computer systems for face recognition. autoencoder, the typical representative of deep learning is compared with the classical PCA transformation. Both, autoencoder a... 详细信息
来源: 评论
Convolutional Long Short-Term Memory autoencoder-Based Feature Learning for Fault Detection in Industrial Processes
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IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2021年 70卷 1-15页
作者: Yu, Jianbo Liu, Xing Ye, Lyujiangnan Tongji Univ Sch Mech Engn Shanghai 201804 Peoples R China Rutgers State Univ Stat Dept New Brunswick NJ 08854 USA
Process signals show the characteristics of large scale, high dimension, and strong correlation in modern industrial processes, which brings a big challenge for process fault detection and diagnosis. Due to the powerf... 详细信息
来源: 评论
autoencoder Guided Bootstrapping of Semantic Lexicon  16th
AutoEncoder Guided Bootstrapping of Semantic Lexicon
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16th Pacific Rim International Conference on Artificial Intelligence (PRICAI)
作者: Hu, Chenlong Nakano, Mikio Okumura, Manabu Tokyo Inst Technol Tokyo Japan Honda Res Inst Japan Co Ltd Wako Saitama Japan
Mutual bootstrapping is a commonly used technique for many natural language processing tasks, including semantic lexicon induction. Among many bootstrapping methods, the Basilisk algorithm achieved successful applicat... 详细信息
来源: 评论
autoencoder-Enhanced Federated Learning with Reduced Overhead and Lower Latency
Autoencoder-Enhanced Federated Learning with Reduced Overhea...
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Asia-Pacific-Signal-and-Information-Processing-Association Annual Summit and Conference (APSIPA ASC)
作者: Hsieh, Chi-Kai Chien, Feng-Tsun Chang, Min-Kuan Natl Yang Ming Chiao Tung Univ Hsinchu Taiwan Natl Chung Hsing Univ Tainan Taiwan
This paper investigates the application of autoencoder (AE) in supporting the training process of federated learning by reducing communication overhead and latency. We propose a scheduling algorithm to determine when ... 详细信息
来源: 评论
Against Insider Threats with Hybrid Anomaly Detection with Local-Feature autoencoder and Global Statistics (LAGS)
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IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS 2020年 第4期E103D卷 888-891页
作者: Jang, Minhae Ryu, Yeonseung Kim, Jik-Soo Cho, Minkyoung KEPCO Res Inst Digital Solut Lab Daejeon South Korea Myongji Univ Dept Comp Engn Seoul South Korea
Internal user threats such as information leakage or system destruction can cause significant damage to the organization, however it is very difficult to prevent or detect this attack in advance. In this paper, we pro... 详细信息
来源: 评论
Performance enhancement of ACO-OFDM-based VLC systems using a hybrid autoencoder scheme
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OPTICS COMMUNICATIONS 2019年 442卷 110-116页
作者: Hao, Lili Wang, Dongyi Cheng, Wenyong Li, Jing Ma, Anfan Shandong Jianzhu Univ Sch Informat & Elect Engn Jinan 250101 Shandong Peoples R China Univ Maryland Bioimaging & Machine Vis Lab Fischell Dept Bioengn College Pk MD 20740 USA Shandong Univ Adv Res Ctr Opt Jinan 250100 Shandong Peoples R China CETC Key Lab Aerosp Informat Applicat Shijiazhuang 050081 Hebei Peoples R China
High peak-to-average-power ratio (PAPR) and the LED nonlinearity have significant impacts on the performance of indoor Visible Light Communication (VLC) orthogonal frequency division multiplexing (OFDM) systems. In th... 详细信息
来源: 评论