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检索条件"主题词=stacked autoencoder"
326 条 记 录,以下是201-210 订阅
排序:
Machine learning-based analysis of multi-region bone fracture detection and classification using biomedical images
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Alexandria Engineering Journal 2025年 128卷 186-199页
作者: Alla M. Elsheikh Azhari A. Elhag Mathematics Department Faculty of Science and Arts Alkamil University of Jeddah Jeddah Saudi Arabia Department of Mathematics and Statistics College of Science Taif University Taif Saudi Arabia
Bone fractures are a prevalent medical concern that necessitates precise and prompt diagnosis. Interpreting X-ray pictures to detect fractures is a complex and time-intensive task that requires specialized radiologica... 详细信息
来源: 评论
LPItabformer: Enhancing generalization in predicting lncRNA-protein interactions via a tabular Transformer
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Computational and Structural Biotechnology Journal 2025年 27卷 2323-2335页
作者: Qin Lin Jie Sheng Chang Zhou Tao Xiao Yilei Meng Mingxin Lu Junfang Zhang Xueyun Yan Luying Peng Huaming Cao Li Li State Key Laboratory of Cardiovascular Diseases and Medical Innovation Center Shanghai East Hospital School of Medicine Tongji University Shanghai 200120 China Shanghai Arrhythmias Research Center Shanghai East Hospital Tongji University School of Medicine Shanghai 200120 China Stem Cell Research Center Medical School Tongji University Shanghai 200120 China Teaching Laboratory Center Tongji University School of Medicine Shanghai 200331 China Department of Cardiology Shibei Hospital Shanghai 200435 China
Long-noncoding RNAs (LncRNAs) play important roles in physiological and pathological processes. Accurately predicting lncRNA-protein interactions (LPIs) is vital strategy for clarify functions and pathogenic mechanism... 详细信息
来源: 评论
A novel scalable intrusion detection system based on deep learning
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INTERNATIONAL JOURNAL OF INFORMATION SECURITY 2021年 第3期20卷 387-403页
作者: Mighan, Soosan Naderi Kahani, Mohsen Ferdowsi Univ Mashhad Fac Engn Comp Dept Mashhad Razavi Khorasan Iran
This paper successfully tackles the problem of processing a vast amount of security related data for the task of network intrusion detection. It employs Apache Spark, as a big data processing tool, for processing a la... 详细信息
来源: 评论
Adaptive EHTARA: An Energy-Efficient and Trust Aware Secure Routing Algorithm for Big Data Classification in IoT Network
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WIRELESS PERSONAL COMMUNICATIONS 2021年 第1期121卷 621-646页
作者: Mujeeb, S. Md Sam, R. Praveen Madhavi, K. GITAM Deemed Be Univ Dept CSE SOT Hyderabad 502329 Telangana India G Pulla Reddy Engn Coll Autonomous Dept CSE Kurnool 518007 Andhra Pradesh India JNTUA Coll Engn Ananthapuramu Dept CSE Ananthapuramu 515002 Andhra Pradesh India
Due to rapid growth and tremendous advancement, the Internet of Things (IoT) has been considered as a superior technology in recent years and increased its demand over the internet world because of its smart services.... 详细信息
来源: 评论
Hyperbolic Window S-Transform Aided Deep Neural Network Model-Based Power Quality Monitoring Framework in Electrical Power System
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IEEE SENSORS JOURNAL 2021年 第12期21卷 13695-13703页
作者: Nandi, Kiron Das, Arup Kumar Ghosh, Riddhi Dalai, Sovan Chatterjee, Biswendu Jadavpur Univ Dept Elect Engn Kolkata 700032 India Univ Bologna Dept Elect Elect & Informat Engn I-40126 Bologna Italy
With the fast development of power grid the usage of electrical equipments is increased which led to importance of power quality disturbance sensing for reliable and smooth operation. In this paper, a deep neural netw... 详细信息
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Palmvein Recognition Using Block-Based WLD Histogram of Gabor Feature Maps and Deep Neural Network With Bayesian Optimization
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IEEE ACCESS 2021年 9卷 97337-97353页
作者: El-Ghandour, Mohammed Obayya, Marwa Ismael Yousef, Bedir Areed, Nihal Fayez Mansoura Univ Coll Engn Dept Elect & Commun Engn Mansoura 35516 Egypt Princess Nourah Bint Abdulrahman Univ Coll Engn Dept Biomed Engn Riyadh 84428 Saudi Arabia Kafrelsheikh Univ Fac Engn Dept Elect Engn Kafr Al Sheikh 33516 Egypt Onaizah Coll Fac Engn & Informat Technol Dept Elect Engn Al Qassim 51911 Saudi Arabia
The demand on devices and systems empowered by biometric verification and identification mechanisms has been increasing in recent years as they have become a significant part of our lives. Palm vein biometric is an em... 详细信息
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Mutual Information-Weighted Principle Components Identified From the Depth Features of stacked autoencoders and Original Variables for Oil Dry Point Soft Sensor
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IEEE ACCESS 2019年 7卷 1981-1990页
作者: Wang, Jie Yan, Xuefeng East China Univ Sci & Technol Minist Educ Key Lab Adv Control & Optimizat Chem Proc Shanghai 200237 Peoples R China
In modern chemical process control, the application of data-driven soft sensor has become increasingly extensive. Feature extraction is an important step in soft sensor. A novel feature extraction and integration meth... 详细信息
来源: 评论
A Passenger Flow Prediction Method Using SAE-GCN-BiLSTM for Urban Rail Transit
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INTERNATIONAL JOURNAL OF SWARM INTELLIGENCE RESEARCH 2024年 第1期15卷 1页
作者: Liu, Fan Zhengzhou Univ Econ & Business Sch Management Zhengzhou 451191 Henan Peoples R China
To address the problems of existing passenger flow prediction methods such as low accuracy, inadequate learning of spatial features of station topology, and inability to apply to large networks, a SAE-GCN-BiLSTM-based... 详细信息
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Identification of Human Breathing-States Using Cardiac-Vibrational Signal for m-Health Applications
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IEEE SENSORS JOURNAL 2021年 第3期21卷 3463-3470页
作者: Choudhary, Tilendra Sharma, L. N. Bhuyan, M. K. Bora, Kangkana IIT Guwahati Dept Elect & Elect Engn Gauhati 781039 India Cotton Univ Dept Comp Sci & Informat Technol Gauhati 7810001 India
In this work, a seismocardiogram (SCG) based breathing-state measuring method is proposed for m-health applications. The aim of the proposed framework is to assess the human respiratory system by identifying degree-of... 详细信息
来源: 评论
Recurrent-DC: A deep representation clustering model for university profiling based on academic graph
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FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE 2021年 116卷 156-167页
作者: Kong, Xiangjie Li, Jiaxing Wang, Luna Shen, Guojiang Sun, Yiming Lee, Ivan Zhejiang Univ Technol Coll Comp Sci & Technol Hangzhou 310023 Peoples R China Dalian Univ Technol Sch Software Dalian 116620 Peoples R China Dalian Univ Technol Inst Sci & Technol Dalian 116024 Peoples R China Univ South Australia Sch Informat Technol & Math Sci Adelaide SA 5001 Australia
Universities play an important role in exploring new concepts and knowledge transfer. University research naturally forms heterogeneous graphs through all real-life academic communication activities. In recent years, ... 详细信息
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