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检索条件"主题词=autoencoder"
4298 条 记 录,以下是971-980 订阅
排序:
Analysis of Gas Turbine Compressor Performance after a Major Maintenance Operation Using an autoencoder Architecture
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SENSORS 2023年 第3期23卷 1236-1236页
作者: de Castro-Cros, Marti Velasco, Manel Angulo, Cecilio Univ Politecn Cataluna Intelligent Data Sci & Artificial Intelligence Res Automat Control Dept Campus NordCarrer Jordi Girona 1 3 Barcelona 08034 Spain
Machine learning algorithms and the increasing availability of data have radically changed the way how decisions are made in today's Industry. A wide range of algorithms are being used to monitor industrial proces... 详细信息
来源: 评论
Implementation of a Sequence-to-Sequence Stacked Sparse Long Short-Term Memory autoencoder for Anomaly Detection on Multivariate Timeseries Data of Industrial Blower Ball Bearing Units
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SENSORS 2023年 第14期23卷 6502页
作者: Karapalidou, Elisavet Alexandris, Nikolaos Antoniou, Efstathios Vologiannidis, Stavros Kalomiros, John Varsamis, Dimitrios Int Hellenic Univ Dept Comp Informat & Telecommun Engn Serres 62124 Greece Int Hellenic Univ Dept Informat & Elect Engn Thessaloniki 57400 Greece
The advent of Industry 4.0 introduced new ways for businesses to evolve by implementing maintenance policies leading to advancements in terms of productivity, efficiency, and financial performance. In line with the gr... 详细信息
来源: 评论
Additive autoencoder for dimension estimation
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NEUROCOMPUTING 2023年 第1期551卷
作者: Karkkainen, Tommi Hanninen, Jan Univ Jyvaskyla Fac Informat Technol Jyvaskyla Finland Univ Jyvaskyla Fac Informat Technol Math Informat Technol Jyvaskyla Finland
Dimension reduction is one of the key data transformation techniques in machine learning and knowledge discovery. It can be realized by using linear and nonlinear transformation techniques. An additive autoencoder for... 详细信息
来源: 评论
Clustering and Selection of Hurricane Wind Records Using autoencoder and k-Means Algorithm
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JOURNAL OF STRUCTURAL ENGINEERING 2023年 第8期149卷 04023096-04023096页
作者: Du, Xinlong Hajjar, Jerome F. Bond, Robert Bailey Ren, Pu Sun, Hao Northeastern Univ Dept Civil & Environm Engn Boston MA 02115 USA Renmin Univ China Gaoling Sch Artificial Intelligence Beijing 100872 Peoples R China
In wind engineering, to accurately estimate the nonlinear dynamic response of structures while considering uncertainties of hurricanes, a suite of wind records representing the hurricane hazards of a given location is... 详细信息
来源: 评论
An autoencoder compression approach for accelerating large-scale inverse problems
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INVERSE PROBLEMS 2023年 第11期39卷 115009-115009页
作者: Wittmer, Jonathan Badger, Jacob Sundar, Hari Bui-Thanh, Tan Univ Texas Austin Oden Inst Computat Sci & Engn Austin TX 78712 USA Univ Utah Dept Comp Sci Salt Lake City UT 84112 USA Univ Texas Austin Dept Aerosp Engn & Engn Mech Oden Inst Computat Sci & Engn Austin TX 78712 USA
Partial differential equation (PDE)-constrained inverse problems are some of the most challenging and computationally demanding problems in computational science today. Fine meshes required to accurately compute the P... 详细信息
来源: 评论
autoencoder with Adaptive Loss Function for Supervised Anomaly Detection
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Procedia Computer Science 2022年 207卷 563-572页
作者: Yasuhiro Kanishima Takashi Sudo Hiroyuki Yanagihashi Corporate Research & Development Center Toshiba Corporation 1 Komukai-Toshiba-cho Saiwai-ku Kawasaki 212-8582 Japan
When anomaly detection is applied to a product inspection process, it is often the case that the system initially has no anomaly data, but acquires anomaly data during operation. In such cases, an unsupervised learnin... 详细信息
来源: 评论
Unsupervised anomaly detection in pressurized water reactor digital twins using autoencoder neural networks
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NUCLEAR ENGINEERING AND DESIGN 2023年 第1期413卷
作者: Cancemi, S. A. Lo Frano, R. Santus, C. Inoue, T. Univ Pisa Dept Civil & Ind Engn Pisa Italy JAMSTEC Inst Marine Earth Explorat & Engn Yokosuka Japan
Deep learning (DL), that is becoming quite popular for prediction and analysis of complex patterns in large amounts of data is used to investigate the safety behaviour of the nuclear plant items. This is achieved by u... 详细信息
来源: 评论
Constructing discriminative feature space for LncRNA-protein interaction based on deep autoencoder and marginal fisher analysis
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COMPUTERS IN BIOLOGY AND MEDICINE 2023年 第1期157卷 106711-106711页
作者: Teng, Zhixia Zhang, Yiran Dai, Qiguo Wu, Chengyan Li, Dan Northeast Forestry Univ Coll Informat & Comp Engn Harbin 150040 Heilongjiang Peoples R China Dalian Minzu Univ Coll Comp Sci & Engn Dalian 116600 Liaoning Peoples R China Inner Mongolia Univ Sci & Technol Baotou Teachers Coll Baotou 014000 Neimenggu Peoples R China
Long non-coding RNAs (lncRNAs) play important roles by regulating proteins in many biological processes and life activities. To uncover molecular mechanisms of lncRNA, it is very necessary to identify interactions of ... 详细信息
来源: 评论
An efficient method for autoencoder based outlier detection
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EXPERT SYSTEMS WITH APPLICATIONS 2023年 第PartA期213卷
作者: Abhaya, Abhaya Patra, Bidyut Kr. Natl Inst Technol Rourkela Dept Comp Sci & Engn Rourkela 769008 Orissa India Indian Inst Technol BHU Dept Comp Sci & Engn Varanasi 221005 Uttar Pradesh India
Unsupervised Learning is widely used approach for outlier detection because non-availability of training dataset in various domains (especially, in evolving domains). Approaches like clustering-based, distance-based, ... 详细信息
来源: 评论
A Model Transfer Method among Spectrometers Based on Improved Deep autoencoder for Concentration Determination of Heavy Metal Ions by UV-Vis Spectra
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SENSORS 2023年 第6期23卷 3076-3076页
作者: Zhu, Hongqiu Shang, Yi Wan, Qilong Cheng, Fei Hu, Haonan Wu, Tiebin Cent South Univ Sch Automat Changsha 410083 Peoples R China Hunan Univ Humanities Sci & Technol Sch Energy & Electromech Engn Loudi 417000 Peoples R China
Ultraviolet Visible (UV-Vis) spectroscopy detection technology has been widely used in quantitative analysis for its advantages of rapid and non-destructive determination. However, the difference of optical hardware s... 详细信息
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