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检索条件"主题词=autoencoder"
4244 条 记 录,以下是351-360 订阅
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Efficient Side-Channel Data Compression Using autoencoder Networks for Enhanced Leakage Analysis  7
Efficient Side-Channel Data Compression Using Autoencoder Ne...
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7th International Conference on Automation Electronics and Electrical Engineering
作者: Yan, Mingkai Zhang, Lixiong Li, Yujia Wu, Hanbing Li, Yuran CATARC Software Testing Tianjin Co Ltd Tianjin Peoples R China China Automot Technol & Res Ctr Co Ltd Tianjin Peoples R China
Side-channel data compression techniques are designed to reduce the dimensionality of input data while preserving critical information, thereby improving the efficiency of side-channel analysis. Traditional methods of... 详细信息
来源: 评论
Aircraft Radar Altimeter Interference Mitigation Through a CNN-Layer Only Denoising autoencoder Architecture
Aircraft Radar Altimeter Interference Mitigation Through a C...
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2024 Military Communications Conference
作者: Brown, Samuel B. Young, Stephen Wagenknecht, Adam Jakubisin, Daniel Thornton, Charles E. Orndorff, Aaron Headley, William C. Virginia Tech Natl Secur Inst Blacksburg VA 24061 USA Boeing Co Crystal City VA USA
Denoising autoencoders for signal processing applications have been shown to experience significant difficulty in learning to reconstruct radio frequency communication signals, particularly in the large sample regime.... 详细信息
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Hybrid Method of Non-invasive Intracranial Pressure Measurement Using autoencoder Neural Network Algorithm
Hybrid Method of Non-invasive Intracranial Pressure Measurem...
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21st International Conference on Global Research and Education (Inter-Academia)
作者: Bohdanowicz, M. Cardim, D. Schmidt, B. Wadehn, F. Nalecz, M. Rupniewski, M. Kim, D. -J. Czosnyka, M. Warsaw Univ Technol Inst Elect Syst Nowowiejska 15-19 PL-00665 Warsaw Poland Univ Texas Southwestern Med Ctr Dallas Dept Neurol 5323 Harry Hines Blvd Dallas TX 75390 USA Neurol Klinikum Chemnitz Dresdner Str 178 D-09131 Chemnitz Germany Zurich Univ Appl Sci Inst Signal Proc & Wireless Commun Tech Str 9 CH-8401 Winterthur Switzerland Korea Univ Dept Brain & Cognit Engn 145 Anam Ro Seoul 02841 South Korea Korea Univ Coll Med Anam Hosp Dept Neurol 73 Goryeodae Ro Seoul 02841 South Korea Univ Cambridge Addenbrookes Hosp Dept Clin Neurosci Div Neurosurg Cambridge CB2 0QQ England
Both short-term and long-term intracranial pressure (ICP) monitoring is indicated for a number of neurological pathologies. The clinical gold standard for ICP monitoring is invasive and involves inserting a pressure s... 详细信息
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Intelligent bearing condition monitoring for electrical machines through vibration signal based on autoencoder and almost-parameter-free classifiers
Intelligent bearing condition monitoring for electrical mach...
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27th International Symposium on Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM)
作者: Lehmann, Michel Moeckel, Andreas Tech Univ Ilmenau Small Elect Drives Grp Ilmenau Germany
Feature extraction is a critical task in the design of intelligent condition monitoring (CM) systems. In most cases, expert knowledge is required. This study investigates feature extraction for bearing condition monit... 详细信息
来源: 评论
Comparing Optical Transfer Learning and autoencoder Pretraining for Radar Bird-Drone Discrimination
Comparing Optical Transfer Learning and Autoencoder Pretrain...
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IEEE Radar Conference (RadarConf)
作者: White, Daniel Jahangir, Mohammed Baker, Chris Antoniou, Michail Thiyagalingam, Jeyan Univ Birmingham Microwave Integrated Syst Lab MISL Birmingham W Midlands England Rutherford Appleton Lab Sci & Technol Facil Council Didcot Oxon England
Drone surveillance radars are dependent on reliable classification of targets for useful operation. Machine learning-based approaches, such as those based on deep learning, have been helpful for advancing such sensors... 详细信息
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Model Order Reduction for Waste Heat Recovery: An Integrated autoencoder-LSTM Neural Network Approach
Model Order Reduction for Waste Heat Recovery: An Integrated...
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International Workshop on Artificial Intelligence and Machine Learning for Energy Transformation (AIE)
作者: Toghranegar, Sina Behdadnia, Tohid Deconinck, Geert Sabariego, Ruth V. Katholieke Univ Leuven Energyville Dept Elect Engn ESAT B-3001 Leuven Belgium
An evaporator is a critical component in waste heat recovery systems, particularly within organic Rankine cycle technologies. In this paper, an approach for the simulation of two-phase evaporators is presented. This m... 详细信息
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Comparison of autoencoder architectures for fault detection in industrial processes
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DIGITAL CHEMICAL ENGINEERING 2024年 12卷
作者: Spina, Deris Eduardo Campos, Luiz Felipe de O. de Arruda, Wallthynay F. Melo, Afranio Alves, Marcelo F. de S. Rabello, Gildeir Lima Anzai, Thiago K. Pinto, Jose Carlos Univ Fed Rio De Janeiro Programa Engn Quim COPPE BR-21941972 Rio De Janeiro RJ Brazil Univ Fed Rio De Janeiro Programa Pos Grad Engn Proc Quim & Bioquim EPQB BR-21941909 Rio De Janeiro RJ Brazil Petrobras Petr Brasileiro SA Ctr Pesquisas Leopoldo Americo Miguez Mello CENPES BR-21941915 Rio De Janeiro RJ Brazil
Fault detection constitutes a fundamental task for predictive maintenance, requiring mathematical models that can be conveniently provided by data -driven techniques. autoencoders are a particular type of unsupervised... 详细信息
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A One-Class autoencoder for Porcelain Art Authentication  8
A One-Class Autoencoder for Porcelain Art Authentication
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IEEE 8th International Conference on Signal and Image Processing Applications (IEEE ICSIPA)
作者: Ugail, Hassan Edwards, Howell Omar, Zaid Univ Bradford Ctr Visual Comp Bradford W Yorkshire England Univ Bradford Fac Life Sci Bradford W Yorkshire England Univ Teknol Malaysia Fac Elect Engn Johor Baharu Malaysia
This preliminary study explores the application of machine learning techniques, specifically autoencoders, for the authentication of porcelain artworks. By focusing on the works of William Billingsley, we demonstrate ... 详细信息
来源: 评论
COMB: Interconnected Transformers-Based autoencoder for Multi-Perspective Business Process Anomaly Detection
COMB: Interconnected Transformers-Based Autoencoder for Mult...
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IEEE International Conference on Web Services (IEEE ICWS)
作者: Guan, Wei Cao, Jian Yao, Yan Gu, Yang Qian, Shiyou SJTU Dept Comp Sci & Engn Rizhao Peoples R China QFNU Sch Comp Sci Rizhao Peoples R China
In business processes, anomalies are prevalent, arising from diverse factors, such as software malfunctions and operator errors. Detecting these anomalies is imperative, as it significantly influences not only the fin... 详细信息
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Unveiling Irregular Heart Rhythms: Utilizing a Pretrained ResNet50 Convolutional Neural Network autoencoder Strategy for Detecting Anomalies in ECG Signals  2
Unveiling Irregular Heart Rhythms: Utilizing a Pretrained Re...
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2nd IEEE World Conference on Communication and Computing (WCONF)
作者: Agarwal, Muskan Gill, Kanwarpartap Singh Aggarwal, Priyanshi Rawat, Ramesh Singh Chitkara Univ Inst Engn & Technol Rajpura Punjab India Graph Era Hill Univ Comp Sci & Engn Dehra Dun 248002 Uttarakhand India Graph Era Deemed Be Univ Comp Sci & Engn Dehra Dun 248002 Uttarakhand India
This study examines the application of ResNet50 (CNN) autoencoders for identifying abnormalities in electrocardiogram (ECG) data using the PTB Diagnostic ECG Database. The dataset comprises 14,552 samples categorized ... 详细信息
来源: 评论