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检索条件"主题词=Stacked Autoencoder"
328 条 记 录,以下是171-180 订阅
Robust classification and biomarker discovery of inherited metabolic diseases using GC-MS urinary metabolomics analysis combined with chemometrics
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MICROCHEMICAL JOURNAL 2023年 190卷
作者: Chen, Nan Chen, Si Zhang, Qi Wang, Si-Rui Tang, Li-Juan Jiang, Jian-Hui Yu, Ru-Qin Zhou, Yan-Ping Hunan Univ Coll Chem & Chem Engn State Key Lab Chemo Biosensing & Chemometr Changsha 410082 Peoples R China Cent China Normal Univ Coll Chem Key Lab Pesticide & Chem Biol Minist Educ Wuhan 430079 Peoples R China Wuhan Univ Res Ctr Strateg Emerging Ind Wuhan 430071 Peoples R China
Early diagnosis and treatment of inherited metabolic diseases (IMDs) is crucial for reducing neonatal mortality rate and improving quality of life in children. The discovery of disease-related biomarkers that can obje... 详细信息
来源: 评论
CapsNet-LDA: predicting IncRNA-disease associations using attention mechanism and capsule network based on multi -view data
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BRIEFINGS IN BIOINFORMATICS 2023年 第1期24卷 bbac531-bbac531页
作者: Zhang, Zequn Xu, Junlin Wu, Yanan Liu, Niannian Wang, Yinglong Liang, Ying Jiangxi Agr Univ Coll Comp & Informat Engn Nanchang Peoples R China Hunan Univ Coll Informat Sci & Engn Changsha Peoples R China
Cumulative studies have shown that many long non -coding RNAs (lncRNAs) are crucial in a number of diseases. Predicting potential IncRNA-disease associations (LDAs) can facilitate disease prevention, diagnosis and tre... 详细信息
来源: 评论
CSO-CNN: circulatory system optimization-based cascade region CNN for fault estimation and driver behavior detection
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SIGNAL IMAGE AND VIDEO PROCESSING 2023年 第6期17卷 3063-3071页
作者: Priyadharshini, G. Ukrit, M. Ferni SRM Inst Sci & Technol Sch Comp Dept Computat Intelligence Kattankulathur India
The evolution of new trends in the automobile industry is creating more comfortable and convenient means of transportation. But still there exist manifold challenges in detecting legal and illegal drivers;therefore, e... 详细信息
来源: 评论
Identifying typical pre-crash scenarios based on in-depth crash data with deep embedded clustering for autonomous vehicle safety testing
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ACCIDENT ANALYSIS AND PREVENTION 2023年 第1期191卷 107218页
作者: Zhou, Rui Huang, Helai Lee, Jaeyoung Huang, Xiangzhi Chen, Jiguang Zhou, Hanchu Cent South Univ Sch Traff & Transportat Engn Changsha 410075 Peoples R China Univ Cent Florida Dept Civil Environm & Construction Engn Orlando FL 32816 USA Newhood Technol Co Ltd Changsha 410075 Peoples R China City Univ Hong Kong Sch Data Sci Hong Kong 99907 Peoples R China
Choosing appropriate scenarios is critical for autonomous vehicles (AVs) safety testing. Real-world crash scenarios can be used as critical scenarios to test the safety performance of AVs. As one of the dominant types... 详细信息
来源: 评论
Revolutionizing emergency vehicle response: a smart traffic management approach with adaptive CNN and hybrid deep learning
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International Journal of Information Technology (Singapore) 2025年 第3期17卷 1793-1804页
作者: Vikraman, Bindu Puthentharayil Mahadevan, Vanitha Jabbar, Rani Fathima University of Technology and Applied Sciences-Al Mussanah Al Mussanah Oman Bahrin Polytechnic Isha town Bahrain
This study explores the important problem of urban traffic congestion, focusing on the challenges that emergency vehicles encounter. Existing traffic management systems frequently fail to efficiently prioritize emerge... 详细信息
来源: 评论
Micro-crack detection method of steel beam surface using stacked autoencoders on massive full-scale sensing strains
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STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL 2020年 第4期19卷 1175-1187页
作者: Song, Qingsong Chen, Yu Oskoui, Elias Abdoli Fang, Zheng Taylor, Todd Tang, Guangwu Zhao, Xiangmo Ansari, Farhad Changan Univ Sch Informat Engn Xian Peoples R China Univ Illinois Dept Civil & Mat Engn 842 W Taylor St Chicago IL 60607 USA China Merchants Chongqing Commun Technol Res & De State Key Lab Bridge Engn Struct Dynam Chongqing Peoples R China Hohai Univ Coll Water Conservancy & Hydropower Engn Nanjing Peoples R China
Accurate micro-crack detections on the whole surface of civil structures have great significance. Distributed optical fiber sensor based on Brillouin optical time-domain analysis technology exhibits great facility to ... 详细信息
来源: 评论
UCAV situation assessment method based on C-LSHADE-Means and SAE-LVQ
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Journal of Systems Engineering and Electronics 2023年 第5期34卷 1235-1251页
作者: XIE Lei TANG Shangqin WEI Zhenglei XUAN Yongbo WANG Xiaofei Institute of Aeronautics Engineering Air Force Engineering UniversityXi’an 710038China China Aerodynamics Research&Development Center Mianyang 621000China Blue Sky Innovation Center for Frontier Science Beijing 100000China
The unmanned combat aerial vehicle(UCAV)is a research hot issue in the world,and the situation assessment is an important part of *** overcome shortcomings of the existing situation assessment methods,such as low accu... 详细信息
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Intelligent Anomaly Detection Method of Gateway Electrical Energy Metering Devices using Deep Learning
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INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS 2023年 第7期14卷 859-867页
作者: Zhang, Lihua Chen, Xu Zhang, Chao Zhang, Lingxuan Zou, Binghang State Grid Ningxia Elect Power Co Ltd Mkt Serv Ctr Metrol Ctr Yinchuan Peoples R China Sichuan Univ Coll Elect Engn Chengdu Peoples R China
anomaly detection of gateway electrical energy metering device is important for maintenance and operations in the power systems. Traditionally, anomaly detection was typically performed manually through the analysis o... 详细信息
来源: 评论
Enhanced Deep autoencoder Based Feature Representation Learning for Intelligent Intrusion Detection System
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Computers, Materials & Continua 2021年 第9期68卷 3271-3288页
作者: Thavavel Vaiyapuri Adel Binbusayyis College of Computer Engineering and Sciences Prince Sattam Bin Abdulaziz UniversityAlKharjSaudi Arabia
In the era of Big data,learning discriminant feature representation from network traffic is identified has as an invariably essential task for improving the detection ability of an intrusion detection system(IDS).Owin... 详细信息
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Adaptive parameter tuning stacked autoencoders for process monitoring
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SOFT COMPUTING 2020年 第17期24卷 12937-12951页
作者: Kong, Diehao Yan, Xuefeng East China Univ Sci & Technol Key Lab Adv Control & Optimizat Chem Proc Minist Educ Shanghai 200237 Peoples R China Tongji Univ Shanghai Inst Intelligent Sci & Technol Shanghai 200237 Peoples R China
In process monitoring based on stacked autoencoders (SAEs), the performance of monitoring models is directly decided by the validity of the structure and parameters, which are primarily determined by time-consuming ma... 详细信息
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