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检索条件"主题词=autoencoder"
4244 条 记 录,以下是271-280 订阅
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Wind turbine anomaly detection based on SCADA: A deep autoencoder enhanced by fault instances
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ISA TRANSACTIONS 2023年 第1期139卷 586-605页
作者: Liu, Jiarui Yang, Guotian Li, Xinli Wang, Qianming He, Yuchen Yang, Xiyun North China Elect Power Univ Sch Control & Comp Engn Beijing 102206 Peoples R China
An increasing number of deep autoencoder-based algorithms for intelligent condition monitoring and anomaly detection have been reported in recent years to improve wind turbine reliability. However, most existing studi... 详细信息
来源: 评论
An Efficient and Robust Underwater Image Compression Scheme Based on autoencoder
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IEEE JOURNAL OF OCEANIC ENGINEERING 2023年 第3期48卷 925-945页
作者: Liu, Jiahui Yuan, Fei Xue, Chang Jia, Zhenyu Cheng, En Xiamen Univ Key Lab Underwater Acoust Commun & Marine Informat Minist Educ Xiamen 361005 Peoples R China Xiamen Univ Sch Elect Sci & Engn Xiamen 361005 Peoples R China
Images occupy a prominent place in data because they are more visually appealing than sounds or texts. Acoustic waves are the only feasible alternative for long-distance underwater transmission since seawater has a hi... 详细信息
来源: 评论
Deep Self-Supervised Graph Attention Convolution autoencoder for Networks Clustering
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IEEE TRANSACTIONS ON CONSUMER ELECTRONICS 2023年 第4期69卷 974-983页
作者: Chen, Chao Lu, Hu Hong, Haotian Wang, Hai Wan, Shaohua Jiangsu Univ Sch Comp Sci & Commun Engn Zhenjiang 212013 Peoples R China Jiangsu Univ Sch Automot & Traff Engn Zhenjiang 212013 Peoples R China Univ Elect Sci & Technol China Shenzhen Inst Adv Study Shenzhen 518110 Peoples R China
In recent years, graph-based deep learning algorithms have attracted widespread attention in the field of consumer electronics. Still, most of the current graph neural networks are based on supervised learning or semi... 详细信息
来源: 评论
Detecting disengagement in virtual learning as an anomaly using temporal convolutional network autoencoder
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SIGNAL IMAGE AND VIDEO PROCESSING 2023年 第7期17卷 3535-3543页
作者: Abedi, Ali S. Khan, Shehroz Univ Hlth Network KITE Toronto ON Canada
Student engagement is an important factor in meeting the goals of virtual learning programs. Automatic measurement of student engagement provides helpful information for instructors to meet learning program objectives... 详细信息
来源: 评论
Deep feature extraction, dimensionality reduction, and classification of medical images using combined deep learning architectures, autoencoder, and multiple machine learning models
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TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES 2023年 第6期31卷 1113-1128页
作者: Kiraz, Ahmet Hidayet Djibrillah, Fatime Oumar Yuksel, Mehmet Emin Erciyes Univ Grad Sch Nat & Appl Sci Dept Biomed Engn Kayseri Turkiye Erciyes Univ Fac Engn Dept Biomed Engn Kayseri Turkiye
Accurate analysis and classification of medical images are essential factors in clinical decision-making and patient care. A novel comparative approach for medical image classification is proposed in this study. This ... 详细信息
来源: 评论
Solar Irradiation Prediction Hybrid Framework Using Regularized Convolutional BiLSTM-Based autoencoder Approach
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IEEE ACCESS 2023年 11卷 131362-131375页
作者: Chiranjeevi, Madderla Karlamangal, Skandha Moger, Tukaram Jena, Debashisha Natl Inst Technol Karnataka Dept Elect & Elect Engn Mangalore 575025 India
Solar irradiance prediction is an essential subject in renewable energy generation. Prediction enhances the planning and management of solar installations and provides several economic benefits to energy companies. So... 详细信息
来源: 评论
Diagnosis of malaria disease by integrating chi-square feature selection algorithm with convolutional neural networks and autoencoder network
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TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL 2023年 第5期45卷 975-985页
作者: caliskan, Abidin Batman Univ Fac Engn & Architecture Dept Comp Engn Batman Turkiye Batman Univ Fac Engn & Architecture Dept Comp Engn TR-72060 Batman Turkiye
Malaria is a febrile illness caused by a parasite called plasmodium. This life-threatening disease is preventable and treatable if diagnosed early. The World Health Organization aims to reduce the global malaria incid... 详细信息
来源: 评论
Calibrated reconstruction based adversarial autoencoder model for novelty detection
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PATTERN RECOGNITION LETTERS 2023年 第1期169卷 50-57页
作者: Huang, Yi Li, Ying Jourjon, Guillaume Seneviratne, Suranga Thilakarathna, Kanchana Cheng, Adriel Webb, Darren Xu, Richard Yi Da Univ Technol Sydney 15 Broadway Ultimo NSW 2007 Australia Data61 CSIRO 13 Garden St Eveleigh NSW 2015 Australia Univ Sydney City Rd Camperdown NSW 2006 Australia Def Sci & Technol Grp Third Ave Edinburgh SA 5111 Australia
Novelty detection detects outliers located at any location, such as abnormalities (i.e., far distance outliers) and novel/unobserved patterns (i.e., close distance outliers). While many novelty detection approaches ha... 详细信息
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Adaptation of autoencoder for Sparsity Reduction From Clinical Notes Representation Learning
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IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE 2023年 11卷 469-478页
作者: Le, Thanh-Dung Noumeir, Rita Rambaud, Jerome Sans, Guillaume Jouvet, Philippe Univ Quebec Ecole Technol Super Biomed Informat Proc Lab Montreal PQ H3C 1K3 Canada Univ Montreal CHU St Justine Res Ctr Montreal PQ H3T 1J4 Canada
When dealing with clinical text classification on a small dataset, recent studies have confirmed that a well-tuned multilayer perceptron outperforms other generative classifiers, including deep learning ones. To incre... 详细信息
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DAS-GNN: Denoising autoencoder integrated with self-supervised learning in graph neural network-based recommendations
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APPLIED INTELLIGENCE 2023年 第14期53卷 17292-17309页
作者: Dai, Jiuqian Yuan, Weihua Bao, Chen Zhang, Zhijun Shandong Jianzhu Univ Sch Comp Sci & Technol Jinan 250001 Shandong Peoples R China
To enhance the recommendation performance, session-based recommendations typically model based on graph neural networks (GNN). These models use the most recently clicked item as the user's short-term interest, as ... 详细信息
来源: 评论