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检索条件"主题词=variational autoencoder"
1537 条 记 录,以下是601-610 订阅
排序:
Health Indicator for Low-Speed Axial Bearings Using variational autoencoders
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IEEE ACCESS 2020年 8卷 35842-35852页
作者: Hemmer, Martin Klausen, Andreas Huynh Van Khang Robbersmyr, Kjell G. Waag, Tor, I Univ Agder Dept Engn Sci N-4877 Grimstad Norway MHWirth AS N-4639 Kristiansand Norway NORCE Norwegian Res Ctr AS N-4877 Grimstad Norway
This paper proposes a method for calculating a health indicator (HI) for low-speed axial rolling element bearing (REB) health assessment by utilizing the latent representation obtained by variational inference using V... 详细信息
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An entangled mixture of variational autoencoders approach to deep clustering
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NEUROCOMPUTING 2023年 第1期529卷 182-189页
作者: Caciularu, Avi Goldberger, Jacob Bar Ilan Univ Comp Sci Dept Ramat Gan Israel Bar Ilan Univ Engn Fac Ramat Gan Israel
We present a novel deep clustering algorithm that utilizes a variational autoencoder (VAE) framework with an entangled multi encoder-decoder neural architecture. Our model enforces a complementary structure that guide... 详细信息
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Discovering web services in social web service repositories using deep variational autoencoders
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INFORMATION PROCESSING & MANAGEMENT 2020年 第4期57卷 102231-102231页
作者: Lizarralde, Ignacio Mateos, Cristian Zunino, Alejandro Majchrzak, Tim A. Gronli, Tor-Morten UNICEN CONICET Tandil ISISTAN Buenos Aires DF Argentina Univ Agder Kristiansand Norway Kristiania Univ Coll Oslo Norway
Web Service registries have progressively evolved to social networks-like software repositories. Users cooperate to produce an ever-growing, rich source of Web APIs upon which new value-added Web applications can be b... 详细信息
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Analog ensemble data assimilation and a method for constructing analogs with variational autoencoders
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QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY 2021年 第734期147卷 139-149页
作者: Grooms, Ian Univ Colorado Dept Appl Math Boulder CO 80309 USA
It is proposed to use analogs of the forecast mean to generate an ensemble of perturbations for use in ensemble optimal interpolation (EnOI) or ensemble variational (EnVar) methods. A new method of constructing analog... 详细信息
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Hybrid Unsupervised Time-Series Anomaly Detection for Industrial IoT Based on Spatio-Temporal Feature  18th
Hybrid Unsupervised Time-Series Anomaly Detection for Indus...
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18th China Conference on Wireless Sensor Networks, CWSN 2024
作者: Dong, Yu Yao, Muyan Qi, Peng Tao, Dan School of Electronic and Information Engineering Beijing Jiaotong University Beijing100044 China
The rapid development of the Industrial Internet of Things (IIoT) has enabled the communication of numerous devices, resulting in the generation of massive time-series data. The goal of time-series anomaly detection a... 详细信息
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Joint variational autoencoders for multimodal imputation and embedding
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NATURE MACHINE INTELLIGENCE 2023年 第6期5卷 631-+页
作者: Kalafut, Noah Cohen Huang, Xiang Wang, Daifeng Univ Wisconsin Madison Dept Comp Sci Madison WI 53706 USA Univ Wisconsin Madison Waisman Ctr Madison WI 53706 USA Univ Wisconsin Madison Dept Biostat & Med Informat Madison WI 53706 USA
While single-cell multimodal datasets allow for the measurement of individual cells to understand cellular and molecular mechanisms, generating multimodal data for many cells is costly and challenging. Cohen Kalafut a... 详细信息
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Utilizing variational autoencoders in the Bayesian Inverse Problem of Photoacoustic Tomography
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SIAM JOURNAL ON IMAGING SCIENCES 2023年 第1期16卷 89-110页
作者: Sahlstrom, Teemu Tarvainen, Tanja Univ Eastern Finland Dept Appl Phys Kuopio Finland UCL Dept Comp Sci London England
There has been an increasing interest in utilizing machine learning methods in inverse problems and imaging. Most of the work has, however, concentrated on image reconstruction problems, and the number of studies rega... 详细信息
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Extracting a biologically latent space of lung cancer epigenetics with variational autoencoders
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BMC BIOINFORMATICS 2019年 第18期20卷 1-7页
作者: Wang, Zhenxing Wang, Yadong Harbin Inst Technol Sch Comp Sci & Technol Harbin 150001 Heilongjiang Peoples R China
Background Lung cancer is one of the most malignant tumors, causing over 1,000,000 deaths each year worldwide. Deep learning has brought success in many domains in recent years. DNA methylation, an epigenetic factor, ... 详细信息
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Partial Multiple Imputation With variational autoencoders: Tackling Not at Randomness in Healthcare Data
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IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS 2022年 第8期26卷 4218-4227页
作者: Pereira, Ricardo Cardoso Abreu, Pedro Henriques Rodrigues, Pedro Pereira Univ Coimbra Ctr Informat & Syst Univ Coimbra Dept Informat Engn P-3030290 Coimbra Portugal Univ Porto Fac Med MEDCIDS Ctr Hlth Technol & Serv Res P-4200319 Porto Portugal
Missing data can pose severe consequences in critical contexts, such as clinical research based on routinely collected healthcare data. This issue is usually handled with imputation strategies, but these tend to produ... 详细信息
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Aspect-level item recommendation based on user reviews with variational autoencoders
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INFORMATION SCIENCES 2024年 671卷
作者: Ou, Wei Huynh, Van-Nam Zhejiang Gongshang Univ Sch Tourism & Urban Rural Planning Hangzhou Peoples R China Japan Adv Inst Sci & Technol Sch Knowledge Sci Nomi Japan
In this paper we propose an aspect-based recommendation model based on variational autoencoders, that provides not only coarse predictions about what items users may like, but also finer-grained predictions of specifi... 详细信息
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