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检索条件"主题词=autoencoder"
4298 条 记 录,以下是961-970 订阅
Variational autoencoder for synthetic insurance data
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INTELLIGENT SYSTEMS WITH APPLICATIONS 2024年 24卷
作者: Jamotton, Charlotte Hainaut, Donatien Univ Catholique Louvain UCLouvain Inst Stat Biostat & Actuarial Sci ISBA Voie Roman Pays 20-L1 04-01 B-1348 Louvain La Neuve Belgium
This article explores the application of Variational autoencoders (VAEs) to insurance data. Previous research has demonstrated the successful implementation of generative models, especially VAEs, across various domain... 详细信息
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Intelligent Differentiation Framework for Lewy Body Dementia and Alzheimer's disease using Adaptive Multi-Cascaded ResNet-autoencoder-LSTM Network
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INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS 2024年 第0期
作者: Sravani, K. RaviSankar, V. GITAM Univ Dept Comp Sci & Engn Hyderabad 502329 India
In recent years, most of the patients with dementia have acquired healthcare systems within the primary care system and they also have some challenging psychiatric and medical issues. Here, dementia-based symptoms are... 详细信息
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A multi-information fusion anomaly detection model based on convolutional neural networks and autoencoder
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SCIENTIFIC REPORTS 2024年 第1期14卷 1-16页
作者: Zhao, Zhongnan Guo, Hongwei Wang, Yue Harbin Univ Sci & Technol Sch Comp Sci & Technol Harbin 150080 Peoples R China Harbin Engn Univ Coll Comp Sci & Technol Harbin 150001 Peoples R China Heilongjiang Inst Technol Coll Sci Harbin 150010 Peoples R China
Network traffic anomaly detection, as an effective analysis method for network security, can identify differentiated traffic information and provide secure operation in complex and changing network environments. To av... 详细信息
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Recognition of mineralization-related anomaly patterns through an autoencoder neural network for mineral exploration targeting
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APPLIED GEOCHEMISTRY 2023年 158卷
作者: Mirzabozorg, Seyyed Ataollah Agha Seyyed Abedi, Maysam Univ Tehran Coll Engn Sch Min Engn Tehran Iran
In mineral potential mapping, supervised machine learning algorithms have shown great promise in delineating and prioritizing potential areas. However, since mineralization being a relatively rare geological event, mo... 详细信息
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Anomaly detection for high-dimensional dynamic data stream using stacked habituation autoencoder and union kernel density estimator
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CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE 2023年 第22期35卷 e7718-e7718页
作者: Zeng, Zhixia Huang, Ruohe Xiao, Ruliang Lin, Xinhong Zhang, Shi Fujian Normal Univ Coll Comp & Cyber Secur Fuzhou Peoples R China
With the rapid development of communication technology, various complex heterogeneous sensor network applications produce a large number of high-dimensional dynamic data streams, which results in more difficult to ano... 详细信息
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Robust deep image clustering using convolutional autoencoder with separable discrete Krawtchouk and Hahn orthogonal moments
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INTELLIGENT SYSTEMS WITH APPLICATIONS 2024年 22卷
作者: Bouali, Aymane El Ouariachi, Ilham Zahi, Azeddine Zenkouar, Khalid Univ Sidi Mohamed Ben Abdellah Fac Sci & Technol Lab Intelligent Syst & Applicat LSIA Fes Morocco Univ Moulay Ismail Fac Sci Dept Comp Sci Meknes Morocco
By cooperatively learning features and assigning clusters, deep clustering is superior to conventional clustering algorithms. Numerous deep clustering algorithms have been developed for a variety of application levels... 详细信息
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Feature Space of XRD Patterns Constructed by an autoencoder
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ADVANCED THEORY AND SIMULATIONS 2023年 第2期6卷
作者: Utimula, Keishu Yano, Masao Kimoto, Hiroyuki Hongo, Kenta Nakano, Kousuke Maezono, Ryo JAIST Sch Mat Sci Asahidai 1-1 Nomi Ishikawa 9231292 Japan Toyota Motor Co Ltd 1 Toyota Cho Toyota Aichi 4718572 Japan JAIST Res Ctr Adv Comp Infrastruct Asahidai 1-1 Nomi Ishikawa 9231292 Japan JAIST Sch Informat Sci Asahidai 1-1 Nomi Ishikawa 9231292 Japan
X-ray diffraction (XRD) is commonly used to analyze systematic variations occurring in compounds to tune their material properties. Machine learning can be used to extract such significant systematics among a series o... 详细信息
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Skin cancer detection through attention guided dual autoencoder approach with extreme learning machine
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SCIENTIFIC REPORTS 2024年 第1期14卷 1-15页
作者: Maurya, Ritesh Mahapatra, Satyajit Dutta, Malay Kishore Singh, Vibhav Prakash Karnati, Mohan Sahu, Geet Pandey, Nageshwar Nath Amity Univ Amity Ctr Artificial Intelligence Noida India Manipal Acad Higher Educ Manipal Inst Technol Dept Informat & Commun Technol Manipal 576104 India Motilal Nehru Natl Inst Technol Allahabad Dept Comp Sci & Engn Allahabad India Natl Inst Technol Raipur Comp Sci & Engn Dept Raipur 492010 Chhattisgarh India ITER Siksha O Anusandhan Dept Comp Sci & Engn Bhubaneswar Odisha India
Skin cancer is a lethal disease, and its early detection plays a pivotal role in preventing its spread to other body organs and tissues. Artificial Intelligence (AI)-based automated methods can play a significant role... 详细信息
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AutoCovNet: Unsupervised feature learning using autoencoder and feature merging for detection of COVID-19 from chest X-ray images
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BIOCYBERNETICS AND BIOMEDICAL ENGINEERING 2021年 第4期41卷 1685-1701页
作者: Rashid, Nayeeb Hossain, Md Adnan Faisal Ali, Mohammad Sukanya, Mumtahina Islam Mahmud, Tanvir Fattah, Shaikh Anowarul BUET Dept EEE ECE Bldg Dhaka 1205 Bangladesh
With the onset of the COVID-19 pandemic, the automated diagnosis has become one of the most trending topics of research for faster mass screening. Deep learning-based approaches have been established as the most promi... 详细信息
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autoencoder-Based Signal Modulation and Demodulation Methods for Sonobuoy Signal Transmission and Reception
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SENSORS 2022年 第17期22卷 6510-6510页
作者: Park, Jinuk Seok, Jongwon Hong, Jungpyo Korea Adv Inst Sci & Technol Sch Elect Engn Daejeon 34141 South Korea Changwon Natl Univ Dept Informat & Commun Engn Chang Won 51140 South Korea
Sonobuoy is a disposable device that collects underwater acoustic information and is designed to transmit signals collected in a particular area to nearby aircraft or ships and sink to the seabed upon completion of it... 详细信息
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