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检索条件"主题词=Autoencoder"
4241 条 记 录,以下是441-450 订阅
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autoencoder and Deep Neural Network based Energy Consumption Analysis of Marine Diesel Engine  19
Autoencoder and Deep Neural Network based Energy Consumption...
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19th IEEE International Conference on Mechatronics and Automation (IEEE ICMA)
作者: Zhang, Deft Wang, Kangli Gao, Jianfeng Che, Xiuming Tianjin Univ Technol Maritime Coll Tianjin Peoples R China Northern Nav Serv Ctr Tianjin AtoN Div Tianjin Peoples R China
In order to improve the intelligent energy efficiency management of ships, evaluate the fuel utilization efficiency of marine diesel engine. In this paper, a fuel consumption model of marine diesel engine based on aut... 详细信息
来源: 评论
autoencoder-based Data Compression Model Experiment for Semantic Communication  38
Autoencoder-based Data Compression Model Experiment for Sema...
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38th International Conference on Information Networking (ICOIN)
作者: Oh, Jinyoung Choi, Yunkyung Oh, Chanyoung Na, Woongsoo Kongju Natl Univ Dept Software Cheonan South Korea
In recent years, the convergence of neural network architectures and semantic communication has led to innovative strides in representation learning. This paper explores the application of autoencoders, a subset of ne... 详细信息
来源: 评论
autoencoder-based outlier detection for sparse, high dimensional data  8
Autoencoder-based outlier detection for sparse, high dimensi...
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8th IEEE International Conference on Big Data (Big Data)
作者: Chen, Wanghu Li, Huijun Li, Jing Arshad, Ali Northwest Normal Univ Inst Comp Sci & Engn Lanzhou 730070 Peoples R China
Outlier detection is essential in many data mining tasks. For high-dimensional data, its outlier detection often faces two challenges caused by sparse spatial distribution of data and big difficulties to get enough cl... 详细信息
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Graph convolutional multi-mesh autoencoder for steady transonic aircraft aerodynamics
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MACHINE LEARNING-SCIENCE AND TECHNOLOGY 2024年 第2期5卷 025006页
作者: Massegur, David Da Ronch, Andrea Univ Southampton Fac Engn & Phys Sci Southampton SO16 7QF England
Calculating aerodynamic loads around an aircraft using computational fluid dynamics is a user's and computer-intensive task. An attractive alternative is to leverage neural networks (NNs) bypassing the need of sol... 详细信息
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Face Aging With Boundary Equilibrium Conditional autoencoder
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IEEE ACCESS 2018年 6卷 54834-54843页
作者: Chen, Longxiang Hu, Xiaolong Zhang, Zuping Cent South Univ Sch Informat Sci & Engn Changsha 410083 Hunan Peoples R China
Since generative adversarial networks (GANs) were proposed in 2014, mode collapse has been a problem that affects many researchers when training GANs. With the reconstruction loss of an autoencoder, conditional advers... 详细信息
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Adversarially Approximated autoencoder for Image Generation and Manipulation
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IEEE TRANSACTIONS ON MULTIMEDIA 2019年 第9期21卷 2387-2396页
作者: Xu, Wenju Keshmiri, Shawn Wang, Guanghui Univ Kansas Dept Aerosp Engn Lawrence KS 66045 USA Univ Kansas Dept Elect Engn & Comp Sci Lawrence KS 66045 USA
Regularized autoencoders learn the latent codes, a structure with the regularization under the distribution, which enables them the capability to infer the latent codes given observations and generate new samples give... 详细信息
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Innovations autoencoder and its Application in One-class Anomalous Sequence Detection
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JOURNAL OF MACHINE LEARNING RESEARCH 2022年 第1期23卷 1-27页
作者: Wang, Xinyi Tong, Lang Cornell Univ Dept Elect & Comp Engn Ithaca NY 14850 USA
An innovations sequence of a time series is a sequence of independent and identically distributed random variables with which the original time series has a causal representation. The innovation at a time is statistic... 详细信息
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Multimodal Imputation-Based Multimodal autoencoder Framework for AQI Classification and Prediction of Indian Cities
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IEEE ACCESS 2024年 12卷 108350-108363页
作者: Rao, Routhu Srinivasa Kalabarige, Lakshmana Rao Holla, M. Raviraja Sahu, Aditya Kumar Gandhi Inst Technol & Management Dept Comp Sci & Engn Visakhapatnam 530045 Andhra Pradesh India GMRIT Dept Comp Sci & Engn AI Res Lab Rajam 532127 India Manipal Acad Higher Educ MAHE Manipal Inst Technol Dept Informat & Commun Technol Manipal 576104 Karnataka India Amrita Vishwa Vidyapeetham Amrita Sch Comp Amaravati 522503 Andhra Pradesh India
Rising urbanization necessitates robust air quality monitoring and prediction systems, particularly in developing nations like India, to mitigate adverse health impacts. Previous research primarily focused on machine ... 详细信息
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Temporal Transaction Scraping Assisted Point of Compromise Detection With autoencoder Based Feature Engineering
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IEEE ACCESS 2021年 9卷 109536-109547页
作者: Ogme, Fuat Yavuz, A. Gokhan Guvensan, M. Amac Karsligil, M. Elif Yildiz Tech Univ Intelligent Syst Lab Dept Comp Engn TR-34220 Istanbul Turkey
Credit card fraudsters exploit various methods to capture card information. One of the common methods is to duplicate the credit cards by skimming. In this study, we introduce a new point of compromise detection metho... 详细信息
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Convolutional variational autoencoder and multi-scale attention convolutional neural network based diagnostics on filament current sensors for mass spectrometers
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ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2024年 138卷
作者: Li, Xinshuo Zhou, Wenxing Yin, Jiancheng Zhang, Zhen Huang, Gang Sheng, Yunlong Li, Pinghua Zhuang, Xuye Shandong Univ Technol Mech Engn Sch Zibo 255049 Shandong Peoples R China China Astronaut Res & Training Ctr Beijing 100094 Peoples R China Xi An Jiao Tong Univ Fac Elect & Informat Engn Sch Automat Sci & Engn Xian 710049 Shaanxi Peoples R China
Fault detection of the filament current sensor of the spaceborne mass spectrometer is of great significance to the safe operation of the mass spectrometer. Neglecting sensor failures may affect the normal operation of... 详细信息
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