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检索条件"主题词=autoencoder"
4251 条 记 录,以下是261-270 订阅
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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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autoencoder-based feature construction for IoT attacks clustering
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FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE 2022年 127卷 487-502页
作者: Haseeb, Junaid Mansoori, Masood Hirose, Yuichi Al-Sahaf, Harith Welch, Ian Victoria Univ Wellington POB 600 Wellington 6140 New Zealand
Variations in commands executed as part of the attack process can be used to determine the behavioural patterns of IoT attacks. Existing approaches rely on the domain knowledge of security experts to identify the beha... 详细信息
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autoencoder-Based PPG Compression for Resource-Constrained Device  22
Autoencoder-Based PPG Compression for Resource-Constrained D...
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22nd IEEE Statistical Signal Processing Workshop (SSP)
作者: Santiwongkarn, Suvichak Kornworakarn, Natakorn Suksompong, Prapun Choksatchawathi, Tanut Kaewlee, Thitikorn Wilaiprasitporn, Theerawit Thammasat Univ Sirindhorn Int Inst Technol Sch Informat Comp & Commun Technol Pathum Thani Thailand Vidyasirimedhi Inst Sci & Technol Sch Informat Sci & Technol Rayong Thailand Sense AI Co Ltd Rayong Thailand
PPG-enabled wearables are increasingly prevalent and have the potential to improve remote healthcare systems significantly. However, their implementation can be challenging under resource constraints. To alleviate the... 详细信息
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Denoising method of weak fault acoustic emission signal under strong background noise of engine based on autoencoder and wavelet packet decomposition
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STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL 2023年 第5期22卷 3206-3224页
作者: Liu, Tong Jin, YuCheng Wang, Shuo Zheng, QinWen Yang, Guoan Beijing Univ Chem Technol Coll Mech & Elect Engn Beijing Peoples R China Beijing Univ Chem Technol Coll Mech & Elect Engn Beijing 100029 Peoples R China
The weak fault acoustic emission (AE) signals collected in the actual operating conditions of the engine are often submerged in the strong background noise. This paper proposes a denoising method of AE signals based o... 详细信息
来源: 评论
EANet: Multiscale autoencoder based edge attention network for fluid segmentation from SD-OCT images
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INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY 2023年 第3期33卷 909-927页
作者: Pappu, Geetha Pavani Tankala, Sreekar Talabhaktula, Krishna Biswal, Birendra Sankar Fdn Eye Hosp & Inst Dept CQI & Res Visakhapatnam India Gayatri Vidya Parishad Coll Engn A Ctr Med Imaging Studies Dept ECE Visakhapatnam India Sankar Fdn Eye Hosp & Inst Vitreo Retina Dept Visakhapatnam India
Macular edema is a retinal complication that occurs due to the presence of excess fluid between the retinal layers. This might lead to swelling in the retina and cause severe vision impairment if not detected in its e... 详细信息
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Deep manifold matrix factorization autoencoder using global connectivity for link prediction
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APPLIED INTELLIGENCE 2023年 第21期53卷 25816-25835页
作者: Lin, Xinyi Chen, Xiaoyun Zheng, Zhiwen Fuzhou Univ Coll Math & Stat Fuzhou 350116 Peoples R China
Link prediction aims to predict missing links or eliminate spurious links by employing known complex network information. As an unsupervised linear feature representation method, matrix factorization (MF)-based autoen... 详细信息
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Ontology construction and mapping of multi-source heterogeneous data based on hybrid neural network and autoencoder
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NEURAL COMPUTING & APPLICATIONS 2023年 第36期35卷 25131-25141页
作者: Zhao, Wenbin Fu, Zijian Fan, Tongrang Wang, Jiaqi Shijiazhuang Tiedao Univ Sch Informat Sci & Technol Shijiazhuang Hebei Peoples R China
In big data era, multi-source heterogeneous data become the biggest obstacle to data sharing due to its high dimension and inconsistent structure. Using text classification to solve the ontology construction and mappi... 详细信息
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TSMAE: A Novel Anomaly Detection Approach for Internet of Things Time Series Data Using Memory-Augmented autoencoder
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IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING 2023年 第5期10卷 2978-2990页
作者: Gao, Honghao Qiu, Binyang Barroso, Ramon J. Duran Hussain, Walayat Xu, Yueshen Wang, Xinheng Shanghai Univ Sch Comp Engn & Sci Shanghai 200444 Peoples R China Univ Valladolid Fac Telecommun Engn Valladolid 47002 Spain Victoria Univ Business Sch Melbourne Vic 3011 Australia Univ Technol Sydney Ultimo NSW 2007 Australia Xidian Univ Sch Comp Sci & Technol Xian 710126 Peoples R China Xian Jiaotong Liverpool Univ Sch Adv Technol Suzhou 215123 Peoples R China
With the development of communication, the Internet of Things (IoT) has been widely deployed and used in industrial manufacturing, intelligent transportation, and healthcare systems. The time-series feature of the IoT... 详细信息
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A missing value filling model based on feature fusion enhanced autoencoder
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APPLIED INTELLIGENCE 2023年 第21期53卷 24931-24946页
作者: Liu, Xinyao Du, Shengdong Li, Tianrui Teng, Fei Yang, Yan Southwest Jiaotong Univ Sch Comp & Artificial Intelligence Chengdu 611756 Peoples R China
With the advent of the big data era, the data quality problem is becoming more critical. Among many factors, data with missing values is one primary issue, and thus developing effective imputation models is a key topi... 详细信息
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Prognosis prediction of patients with malignant pleural mesothelioma using conditional variational autoencoder on 3D PET images and clinical data
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MEDICAL PHYSICS 2023年 第12期50卷 7548-7557页
作者: Matsuo, Hidetoshi Kitajima, Kazuhiro Kono, Atsushi K. Kuribayashi, Kozo Kijima, Takashi Hashimoto, Masaki Hasegawa, Seiki Yamakado, Koichiro Murakami, Takamichi Kobe Univ Grad Sch Med Dept Radiol Kobe Japan Hyogo Med Univ Sch Med Dept Radiol Nishinomiya Hyogo Japan Hyogo Med Univ Sch Med Dept Resp Med & Hematol Nishinomiya Hyogo Japan Hyogo Med Univ Sch Med Dept Thorac Surg Nishinomiya Hyogo Japan Kobe Univ Grad Sch Med Dept Radiol 7-5-2 Kusunoki ChoChuo Ku Kobe Japan
BackgroundDeep learning (DL) has been widely used for diagnosis and prognosis prediction of numerous frequently occurring diseases. Generally, DL models require large datasets to perform accurate and reliable prognosi... 详细信息
来源: 评论