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检索条件"主题词=convolutional autoencoder"
407 条 记 录,以下是301-310 订阅
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Electricity theft detection for energy optimization using deep learning models
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ENERGY SCIENCE & ENGINEERING 2023年 第10期11卷 3575-3596页
作者: Pamir, S. Javaid, Nadeem Javed, Muhammad Umar Abou Houran, Mohamad Almasoud, Abdullah M. M. Imran, Muhammad COMSATS Univ Islamabad Dept Comp Sci Islamabad 44000 Pakistan Xi An Jiao Tong Univ Sch Elect Engn Xian Peoples R China Prince Sattam bin Abdulaziz Univ Coll Engn Dept Elect Engn Al Kharj Saudi Arabia Federat Univ Inst Innovat Sci & Sustainabil Brisbane Australia
The rapid increase in nontechnical loss (NTL) has become a principal concern for distribution system operators (DSOs) over the years. Electricity theft makes up a major part of NTL. It causes losses for the DSOs and a... 详细信息
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Digital twins-based process monitoring for wastewater treatment processes
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RELIABILITY ENGINEERING & SYSTEM SAFETY 2023年 第1期238卷
作者: Liu, Wentao He, Sudao Mou, Jianpeng Xue, Ting Chen, Hongtian Xiong, Weili Jiangnan Univ Sch Internet Things Engn Key Lab Adv Proc Control Light Ind Minist Educ Wuxi 214122 Peoples R China Hong Kong Polytech Univ Dept Civil & Environm Engn Hong Kong 999077 Peoples R China Shandong Univ Sci & Technol Coll Elect Engn & Automat Qingdao 266590 Peoples R China Shanghai Jiao Tong Univ Dept Automat Shanghai 200240 Peoples R China
Digital twins are a significant way to achieve fault detection of various smart manufacturing, which provide a new paradigm for complex industrial process monitoring. Wastewater treatment processes play a crucial role... 详细信息
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A novel stacked sparse denoising autoencoder for mammography restoration to visual interpretation of breast lesion
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EVOLUTIONARY INTELLIGENCE 2021年 第1期14卷 133-149页
作者: Ghosh, Swarup Kr Biswas, Biswajit Ghosh, Anupam Maulana Abul Kalam Azad Univ Technol Kolkata 700068 India Univ Calcutta Kolkata 700098 India Netaji Subhash Engn Coll Kolkata 700152 India
This paper proposes a deep unsupervised learning based denoising autoencoder model for the restoration of degraded mammogram with visual interpretation of breast lumps or lesion in mammography images (called SSDAE). T... 详细信息
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MAT-AGCA: Multi Augmentation Technique on small dataset for Balinese character recognition using convolutional Neural Network
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ICT EXPRESS 2021年 第4期7卷 521-529页
作者: Sutramiani, Ni Putu Suciati, Nanik Siahaan, Daniel Inst Teknol Sepuluh Nopember Fac Intelligent Elect & Informat Technol Dept Informat Surabaya Indonesia Univ Udayana Fac Engn Dept Informat Technol Badung Indonesia
The lontar manuscript is an ancient Balinese cultural heritage written using Balinese characters on palm leaves. The recognition of Balinese characters in lontar is challenging because it has noise and limited data av... 详细信息
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A multi-stage transfer learning strategy for diagnosing a class of rare laryngeal movement disorders
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COMPUTERS IN BIOLOGY AND MEDICINE 2023年 166卷 107534-107534页
作者: Yao, Yu Powell, Maria White, Jules Feng, Jian Fu, Quchen Zhang, Peng Schmidt, Douglas C. Northeastern Univ Coll Informat Sci & Engn Wenhua Rd 3-11 Shenyang 110819 Liaoning Peoples R China Vanderbilt Univ Med Ctr 1211 Med Ctr Dr Nashville TN 37232 USA Vanderbilt Univ Dept Elect Engn & Comp Sci 2301 Vanderbilt Pl Nashville TN 37235 USA
Background: It remains hard to directly apply deep learning-based methods to assist diagnosing essential tremor of voice (ETV) and abductor and adductor spasmodic dysphonia (ABSD and ADSD). One of the main challenges ... 详细信息
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Predicting the spatiotemporal characteristics of atmospheric rivers: A novel data-driven approach
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GLOBAL AND PLANETARY CHANGE 2023年 231卷
作者: Meghani, Samarth Singh, Shivam Kumar, Nagendra Goyal, Manish Kumar VIT Bhopal Univ Sch Comp Sci & Engn Bhopal 466114 Madhya Pradesh India Indian Inst Technol Indore Dept Civil Engn Indore 453552 Madhya Pradesh India Indian Inst Technol Indore Dept Comp Sci & Engn Indore 453552 Madhya Pradesh India
Atmospheric Rivers (ARs) are narrow bands of high-water vapor content in the low troposphere of mid-latitude regions through which most of the poleward moisture is being transported. ARs have been represented statisti... 详细信息
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CLELNet: A continual learning network for esophageal lesion analysis on endoscopic images
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COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023年 第1期231卷 107399-107399页
作者: Tang, Suigu Yu, Xiaoyuan Cheang, Chak Fong Ji, Xiaoyu Yu, Hon Ho Choi, I. Cheong Macau Univ Sci & Technol Fac Innovat Engn Sch Comp Sci & Engn Ave Wai Long Taipa Macau Peoples R China Kiang Wu Hosp Rua Coelho do Amaral Macau Peoples R China
Background and Objective: A deep learning-based intelligent diagnosis system can significantly reduce the burden of endoscopists in the daily analysis of esophageal lesions. Considering the need to add new tasks in th... 详细信息
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CAE-CNN-Based DOA Estimation Method for Low-Elevation-Angle Target
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REMOTE SENSING 2023年 第1期15卷 185-185页
作者: Zhao, Fangzheng Hu, Guoping Zhou, Hao Zhan, Chenghong AF Engn Univ Grad Sch Xian 710043 Peoples R China AF Engn Univ Air & Missile Def Coll Xian 710043 Peoples R China
For the DOA (direction of arrival) estimation of a low-elevation-angle target under the influence of a multipath effect, this paper proposes a DOA estimation method based on CAE (convolutional autoencoder) and CNN (co... 详细信息
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State of health estimation of lithium-ion battery with automatic feature extraction and self-attention learning mechanism
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JOURNAL OF POWER SOURCES 2023年 556卷
作者: Jiang, Yiyue Chen, Yuan Yang, Fangfang Peng, Weiwen Sun Yat Sen Univ Sch Intelligent Syst Engn Shenzhen Campus Shenzhen 518107 Peoples R China Guangdong Prov Key Lab Fire Sci & Intelligent Emer Guangzhou Peoples R China Sci & Technol Reliabil Phys & Applicat Technol Ele Guangzhou Peoples R China
Accurate state of health (SOH) estimation is significantly important to ensure the safe and reliable operation of lithium-ion battery. Most existing data-driven estimation methods are based on feature engineering and ... 详细信息
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Machine learning enhanced evaluation of semiconductor quantum dots
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SCIENTIFIC REPORTS 2024年 第1期14卷 1-13页
作者: Corcione, Emilio Jakob, Fabian Wagner, Lukas Joos, Raphael Bisquerra, Andre Schmidt, Marcel Wieck, Andreas D. Ludwig, Arne Jetter, Michael Portalupi, Simone L. Michler, Peter Tarin, Cristina Univ Stuttgart Inst Syst Dynam Stuttgart Germany Univ Stuttgart Inst Halbleiteropt & Funkt Grenzflachen Stuttgart Germany Univ Stuttgart Res Ctr SCoPE Stuttgart Germany Univ Stuttgart Ctr Integrated Quantum Sci & Technol Stuttgart Germany Tech Univ Munich Munich Inst Robot & Machine Intelligence Munich Germany Ruhr Univ Bochum Lehrstuhl Angew Festkorperphys Bochum Germany
A key challenge in quantum photonics today is the efficient and on-demand generation of high-quality single photons and entangled photon pairs. In this regard, one of the most promising types of emitters are semicondu... 详细信息
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