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检索条件"主题词=Variational autoencoder"
1532 条 记 录,以下是1471-1480 订阅
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Semi-supervised Cavitation Detection for Centrifugal Pumps
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TRANSACTIONS OF THE KOREAN SOCIETY OF MECHANICAL ENGINEERS A 2022年 第2期46卷 153-162页
作者: Yoo, Donghwi Choi, Minseok Kim, Chungeon Oh, Hyunseok Gwangju Inst Sci & Technol Sch Mech Engn Gwangju South Korea
Cavitation is a dominant failure mode that accelerates the wear and deterioration of pumps. Cavitation can lead to pump malfunction and, eventually, catastrophic failure of the whole system. Therefore, it is important... 详细信息
来源: 评论
Interpretable fake news detection with topic and deep variational models
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ONLINE SOCIAL NETWORKS AND MEDIA 2023年 36卷
作者: Hosseini, Marjan Sabet, Alireza Javadian He, Suining Aguiar, Derek Univ Connecticut Dept Comp Sci & Engn Storrs CT 06269 USA Univ Pittsburgh Dept Informat & Networked Syst Pittsburgh PA 15260 USA
The growing societal dependence on social media and user generated content for news and information has increased the influence of unreliable sources and fake content, which muddles public discourse and lessens trust ... 详细信息
来源: 评论
Multi-Agent Reinforcement Learning with Clustering and Experience Sharing
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Procedia Computer Science 2024年 246卷 1329-1337页
作者: Kaname Inokuchi Toshiharu Sugawara Department of Computer Science and Communications Engineering Waseda University Japan
We propose a training method for a heterogeneous multi-agent system to improve the learning efficiency in sparse-reward environments. Although extensive research on multi-agent deep reinforcement learning are conducte... 详细信息
来源: 评论
Deep generative models of LDLR protein structure to predict variant pathogenicity
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JOURNAL OF LIPID RESEARCH 2023年 第12期64卷 100455页
作者: James, Jose K. Norland, Kristjan Johar, Angad S. Kullo, Iftikhar J. Mayo Clin Dept Cardiovasc Med Rochester MN 55905 USA Mayo Clin Gonda Vasc Ctr Rochester MN 55901 USA
The complex structure and function of low density lipoprotein receptor (LDLR) makes classification of protein-coding missense variants challenging. Deep generative models, including Evolutionary model of Variant Effec... 详细信息
来源: 评论
Sentiment Analysis-Based Automatic Stress and Emotion Recognition using Weighted Fused Fusion-Based Cascaded DTCN with Attention Mechanism from EEG Signal
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JOURNAL OF INFORMATION & KNOWLEDGE MANAGEMENT 2024年 第5期23卷
作者: Kathole, Atul B. Lonare, Savita Dharmale, Gulbakshee Katti, Jayashree Vhatkar, Kapil Kimbahune, Vinod V. Dr DY Patil Inst Technol Pune Comp Engn Pimpri 411018 Maharashtra India Pimpri Chinchwad Coll Engn Nigdi IT Dept Pimpri 411044 Maharashtra India
When loaded with difficulties in fulfilling daily requirements, a lot of people in today's world experience an emotional pressure known as stress. Stress that lasts for a short duration of time has more advantages... 详细信息
来源: 评论
Rigorous Experimental Analysis of Tabular Data Generated using TVAE and CTGAN
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INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS 2024年 第4期15卷 1250-1262页
作者: Yadav, Parul Gaur, Manish Madhukar, Rahul Kumar Verma, Gaurav Kumar, Pankaj Fatima, Nishat Sarwar, Saqib Dwivedi, Yash Raj Inst Engn & Technol Comp Sci & Engn Dept Lucknow 226021 Uttar Pradesh India
Synthetic data generation research has been progressing at a rapid pace and novel methods are being designed every now and then. Earlier, statistical methods were used to learn the distributions of real data and then ... 详细信息
来源: 评论
Exploiting Missing Value Patterns for a Backdoor Attack on Machine Learning Models of Electronic Health Records: Development and Validation Study
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JMIR MEDICAL INFORMATICS 2022年 第8期10卷 e38440页
作者: Joe, Byunggill Park, Yonghyeon Hamm, Jihun Shin, Insik Lee, Jiyeon Korea Adv Inst Sci & Technol Sch Comp Daejeon South Korea Elect & Telecommun Res Inst Daejeon South Korea Tulane Univ Dept Comp Sci New Orleans LA 70118 USA Soongsil Univ Sch AI Convergence Seoul South Korea
Background: A backdoor attack controls the output of a machine learning model in 2 stages. First, the attacker poisons the training data set, introducing a back door into the victim's trained model. Second, during... 详细信息
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Synthesis-Style Auto-Correlation-Based Transformer: A Learner on Ionospheric TEC Series Forecasting
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SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS 2023年 第10期21卷
作者: Yuan, Yuhuan Xia, Guozhen Zhang, Xinmiao Zhou, Chen Wuhan Univ Dept Space Phys Wuhan Peoples R China
Accurate 1-day global total electron content (TEC) forecasting is essential for ionospheric monitoring and satellite communications. However, it faces challenges due to limited data and difficulty in modeling long-ter... 详细信息
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FusionNW, a potential clinical impact assessment of kinases in pan-cancer fusion gene network
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BRIEFINGS IN BIOINFORMATICS 2024年 第2期25卷 bbae097页
作者: Yang, Chengyuan Kumar, Himansu Kim, Pora Univ Texas Hlth Sci Ctr Houston McWilliams Sch Biomed Informat Houston TX 77030 USA
Kinase fusion genes are the most active fusion gene group in human cancer fusion genes. To help choose the clinically significant kinase so that the cancer patients that have fusion genes can be better diagnosed, we n... 详细信息
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Developing Deep Learning Models to Simulate Human Declarative Episodic Memory Storage
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INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS 2019年 第3期10卷 6-15页
作者: Kamruzzaman, Abu Tappert, Charles C. Pace Univ Seidenberg Sch Comp Sci & Informat Syst Pleasantville NY 10570 USA
Human like visual and auditory sensory devices became very popular in recent years through the work of deep learning models that incorporate aspects of brain processing such as edge and line detectors found in the vis... 详细信息
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