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检索条件"主题词=Sparse AutoEncoder"
252 条 记 录,以下是121-130 订阅
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Research on the Fault Diagnosis Method of Automotive Charging Pile Based on the Improved MLP with SAE
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JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY 2025年 第3期20卷 1333-1345页
作者: Han, Yuanxun Ren, Mingzhu Ma, Qingliang Zhong, Chaochun Chen, Jing Liang, Xuming Zhou, Shaoyuan Zhejiang Inst Qual Sci Hangzhou 310007 Zhejiang Peoples R China Guangzhou Inst Measurement & Testing Technol Guangzhou 510000 Guangdong Peoples R China
In order to improve the situation that the fault data set of electric vehicle charging pile has unbalanced data distribution under each fault and the small amount of data leads to the inconspicuous data features, this... 详细信息
来源: 评论
Research on the remaining useful life prediction method for lithium-ion batteries by fusion of feature engineering and deep learning
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APPLIED ENERGY 2024年 358卷
作者: Zhao, Bo Zhang, Weige Zhang, Yanru Zhang, Caiping Zhang, Chi Zhang, Junwei Beijing Jiaotong Univ Natl Act Distribut Network Technol Res Ctr NANTEC Beijing 100044 Peoples R China
Lithium-ion batteries age continuously during usage due to their characteristics and the influence of various external factors, but as degradation deepens, it can lead to an apparent decrease in battery safety and rel... 详细信息
来源: 评论
Anomaly-Based Intrusion DetectionModel Using Deep Learning for IoT Networks
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Computer Modeling in Engineering & Sciences 2024年 第10期141卷 823-845页
作者: Muaadh A.Alsoufi Maheyzah Md Siraj Fuad A.Ghaleb Muna Al-Razgan Mahfoudh Saeed Al-Asaly Taha Alfakih Faisal Saeed Faculty of Computing Universiti Teknologi Malaysia(UTM)Johor Bahru81310Malaysia DAAI Research Group College of Computing and Digital TechnologyBirmingham City UniversityBirminghamB47XGUK Department of Software Engineering College of Computer and Information SciencesKing Saud UniversityRiyadh11345Saudi Arabia
The rapid growth of Internet of Things(IoT)devices has brought numerous benefits to the interconnected ***,the ubiquitous nature of IoT networks exposes them to various security threats,including anomaly intrusion ***... 详细信息
来源: 评论
From Seeing to Recognising-An Extended Self-Organizing Map for Human Postures Identification
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IEEE ROBOTICS AND AUTOMATION LETTERS 2024年 第9期9卷 7899-7906页
作者: He, Xin Zielinska, Teresa Dutta, Vibekananda Matsumaru, Takafumi Sitnik, Robert Waseda Univ Grad Sch Informat Prod & Syst Kitakyushu 8080135 Japan Warsaw Univ Technol WUT Fac Power & Aeronaut Engn PL-00665 Warsaw Poland Warsaw Univ Technol Fac Mechatron PL-00661 Warsaw Poland
The letter presents a dedicated method for recognizing human postures using classification and clustering options. The ultimate goal of the research is to recognise human actions based on posture sequences. Such a tas... 详细信息
来源: 评论
A Physics-Guided MFL Deformed Defect Recovery Method
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IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING 2024年 第2期21卷 2113-2124页
作者: Jiang, Lin Zhang, Huaguang Liu, Jinhai Xiao, Qi Shen, Xiangkai Xu, Hang Northeastern Univ Coll Informat Sci & Engn Shenyang 110819 Peoples R China State Key Lab Synthet Automat Proc Ind Shenyang 110819 Peoples R China
Magnetic flux leakage (MFL) testing and analysis is an effective non-destructive testing (NDT) method of pipeline health. The health status of pipelines is evaluated by analyzing MFL signals, especially the defect ana... 详细信息
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A Deep Neural Network Model with Attribute Network Representation for lncRNA-Protein Interaction Prediction
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CURRENT BIOINFORMATICS 2024年 第4期19卷 341-351页
作者: Wei, Meng-Meng Yu, Chang-Qing Li, Li-Ping You, Zhu-Hong Lei-Wang, Lei- Xijing Univ Sch Informat Engn Xian Peoples R China Longdong Univ Coll Agr & Forestry Qingyang Peoples R China Northwestern Polytech Univ Sch Comp Sci Xian Peoples R China Guangxi Acad Sci Guangxi Key Lab Human Machine Interact & Intellige Nanning Peoples R China
Background LncRNA is not only involved in the regulation of the biological functions of protein-coding genes, but its dysfunction is also associated with the occurrence and progression of various diseases. Various stu... 详细信息
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Reconstructing Waddington Landscape from Cell Migration and Proliferation
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INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES 2025年 1-14页
作者: Han, Yourui Chen, Bolin Bi, Zhongwen Zhang, Jianjun Hu, Youpeng Bian, Jun Kang, Ruiming Shang, Xuequn Northwestern Polytech Univ Sch Comp Sci Xian 710072 Peoples R China Northwestern Polytech Univ Key Lab Big Data Storage & Management Minist Ind & Informat Technol Xian 710072 Peoples R China Northwestern Polytech Univ Sch Math & Stat Xian 710072 Peoples R China Xi An Jiao Tong Univ Xian Childrens Hosp Affiliated Childrens Hosp Dept Gen Surg Xian 710003 Peoples R China Rewise Hangzhou Informat Technol Co Ltd Hangzhou 310000 Peoples R China
The Waddington landscape was initially proposed to depict cell differentiation, and has been extended to explain phenomena such as reprogramming. The landscape serves as a concrete representation of cellular different... 详细信息
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Heart disease prediction using autoencoder and DenseNet architecture
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EGYPTIAN INFORMATICS JOURNAL 2024年 28卷
作者: Alghamdi, Norah Saleh Zakariah, Mohammed Shankar, Achyut Viriyasitavat, Wattana Princess Nourah bint Abdulrahman Univ Coll Comp & Informat Sci Dept Comp Sci POB 84428 Riyadh 11671 Saudi Arabia King Saud Univ Coll Comp & Informat Sci Riyadh 11362 Saudi Arabia Univ Warwick Dept Cyber Syst Engn WMG Coventry CV74AL England Chandigarh Univ Univ Ctr Res & Dev Mohali 140413 Punjab India Lovely Profess Univ Sch Comp Sci & Engn Phagwara 144411 Punjab India Graphic Era Univ Dept Comp Sci & Engn Dehra Dun India Chitkara Univ Ctr Res Impact & Outcome Rajpura Punjab India Chulalongkorn Univ Fac Commerce & Accountancy Chulalongkorn Business Sch Bangkok Thailand
Heart disease continues to be a prominent cause of death globally, emphasizing the critical requirement for precise prediction techniques and prompt therapies. This research presents a new method that utilizes the col... 详细信息
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Damage assessment of laminated composites using unsupervised autonomous features
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JOURNAL OF THERMOPLASTIC COMPOSITE MATERIALS 2024年 第6期37卷 2123-2148页
作者: Khan, Asif Kim, Heung Soo Ghulam Ishaq Khan Inst Engn Sci & Technol Fac Mech Engn Topi Khyber Pakhtunk Pakistan Dongguk Univ Dept Mech Robot & Energy Engn Seoul 04620 South Korea Dongguk Univ Dept Mech Robot & Energy Engn Seoul 04620 South Korea
This article proposes a framework for the damage assessment of and effect of temperature variations in laminated composites using Lamb waves and unsupervised autonomous features. A network of piezoelectric transducers... 详细信息
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Representation learning via an integrated autoencoder for unsupervised domain adaptation
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Frontiers of Computer Science 2023年 第5期17卷 75-87页
作者: Yi ZHU Xindong WU Jipeng QIANG Yunhao YUAN Yun LI School of Information Engineering Yangzhou UniversityYangzhou 225127China Key Laboratory of Knowledge Engineering with Big Data(Ministry of Education of China) Hefei University of TechnologyHefei 230009China School of Computer Science and Information Engineering Hefei University of TechnologyHefei 230601China
The purpose of unsupervised domain adaptation is to use the knowledge of the source domain whose data distribution is different from that of the target domain for promoting the learning task in the target *** key bott... 详细信息
来源: 评论