咨询与建议

限定检索结果

文献类型

  • 2,553 篇 期刊文献
  • 1,644 篇 会议
  • 44 篇 学位论文
  • 2 册 图书
  • 1 篇 资讯

馆藏范围

  • 4,244 篇 电子文献
  • 0 种 纸本馆藏

日期分布

学科分类号

  • 3,895 篇 工学
    • 2,430 篇 计算机科学与技术...
    • 1,574 篇 电气工程
    • 678 篇 信息与通信工程
    • 413 篇 控制科学与工程
    • 376 篇 软件工程
    • 264 篇 仪器科学与技术
    • 164 篇 生物医学工程(可授...
    • 161 篇 机械工程
    • 151 篇 测绘科学与技术
    • 139 篇 电子科学与技术(可...
    • 93 篇 石油与天然气工程
    • 76 篇 环境科学与工程(可...
    • 71 篇 动力工程及工程热...
    • 69 篇 交通运输工程
    • 65 篇 材料科学与工程(可...
    • 62 篇 土木工程
    • 58 篇 化学工程与技术
    • 58 篇 网络空间安全
    • 40 篇 生物工程
    • 34 篇 力学(可授工学、理...
  • 850 篇 理学
    • 283 篇 物理学
    • 243 篇 生物学
    • 148 篇 化学
    • 137 篇 地球物理学
    • 123 篇 数学
  • 542 篇 医学
    • 342 篇 临床医学
    • 123 篇 基础医学(可授医学...
    • 83 篇 特种医学
  • 365 篇 管理学
    • 309 篇 管理科学与工程(可...
    • 36 篇 图书情报与档案管...
  • 74 篇 农学
  • 21 篇 经济学
  • 18 篇 法学
  • 14 篇 艺术学
  • 13 篇 文学
  • 11 篇 教育学
  • 3 篇 哲学
  • 1 篇 军事学

主题

  • 4,244 篇 autoencoder
  • 1,034 篇 deep learning
  • 430 篇 anomaly detectio...
  • 363 篇 machine learning
  • 236 篇 feature extracti...
  • 153 篇 convolutional ne...
  • 152 篇 unsupervised lea...
  • 149 篇 neural network
  • 128 篇 neural networks
  • 109 篇 training
  • 107 篇 lstm
  • 105 篇 classification
  • 103 篇 dimensionality r...
  • 82 篇 cnn
  • 79 篇 representation l...
  • 79 篇 clustering
  • 77 篇 transfer learnin...
  • 77 篇 decoding
  • 77 篇 deep neural netw...
  • 67 篇 convolutional ne...

机构

  • 16 篇 univ chinese aca...
  • 10 篇 cent south univ ...
  • 10 篇 univ elect sci &...
  • 9 篇 chongqing univ c...
  • 9 篇 univ chinese aca...
  • 9 篇 northwestern pol...
  • 9 篇 iiit delhi new d...
  • 9 篇 nanyang technol ...
  • 8 篇 hong kong polyte...
  • 8 篇 cent south univ ...
  • 8 篇 tianjin univ col...
  • 8 篇 univ elect sci &...
  • 8 篇 korea adv inst s...
  • 8 篇 peng cheng lab p...
  • 7 篇 china univ geosc...
  • 7 篇 chinese acad sci...
  • 7 篇 harbin engn univ...
  • 6 篇 queens univ dept...
  • 6 篇 new jersey inst ...
  • 6 篇 tsinghua univ de...

作者

  • 20 篇 majumdar angshul
  • 13 篇 wang wei
  • 7 篇 zhang lin
  • 7 篇 zhang lei
  • 7 篇 wang jian
  • 7 篇 wang hao
  • 7 篇 liu li
  • 7 篇 li bin
  • 7 篇 kim jin-young
  • 7 篇 hoydis jakob
  • 7 篇 chen wei
  • 7 篇 cho sung-bae
  • 7 篇 gao lianru
  • 7 篇 zhang wei
  • 7 篇 guo lei
  • 6 篇 wang lei
  • 6 篇 li li
  • 6 篇 wang kai
  • 6 篇 li yuan
  • 6 篇 liu jie

语言

  • 4,082 篇 英文
  • 101 篇 其他
  • 34 篇 中文
  • 7 篇 法文
  • 6 篇 德文
  • 6 篇 土耳其文
  • 2 篇 朝鲜文
  • 1 篇 西班牙文
  • 1 篇 意大利文
  • 1 篇 日文
  • 1 篇 葡萄牙文
检索条件"主题词=Autoencoder"
4244 条 记 录,以下是451-460 订阅
排序:
Spatial-Aware Hyperspectral Nonlinear Unmixing autoencoder With Endmember Number Estimation
收藏 引用
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 2022年 15卷 20-41页
作者: Shahid, Kazi Tanzeem Schizas, Ioannis D. Univ Texas Arlington Dept Elect Engn Arlington TX 76019 USA
In this article, we develop a novel fully unsupervised autoencoder-based scheme for nonlinear hyperspectral pixel unmixing. A unique approach is derived where high noise and unresponsive pixels are accounted for, by a... 详细信息
来源: 评论
Contrastive autoencoder for anomaly detection in multivariate time series
收藏 引用
INFORMATION SCIENCES 2022年 610卷 266-280页
作者: Zhou, Hao Yu, Ke Zhang, Xuan Wu, Guanlin Yazidi, Anis Beijing Univ Posts & Telecommun Beijing Peoples R China Norwegian Res Ctr AS Grimstad Norway Oslo Metropolitan Univ Oslo Norway Norwegian Univ Sci & Technol Trondheim Norway Oslo Univ Hosp Oslo Norway
With the proliferation of the Internet of Things, a large amount of multivariate time series (MTS) data is being produced daily by industrial systems, corresponding in many cases to life-critical tasks. The recent ano... 详细信息
来源: 评论
A shallow network for hyperspectral image classification using an autoencoder with convolutional neural network
收藏 引用
MULTIMEDIA TOOLS AND APPLICATIONS 2022年 第1期81卷 695-714页
作者: Patel, Heena Upla, Kishor P. Sardar Vallabhbhai Natl Inst Technol Surat 395007 India
This paper addresses an approach for the classification of hyperspectral imagery (HSI). In remote sensing, the HSI sensor acquires hundreds of images with narrow and continuous spectral width in visible and near-infra... 详细信息
来源: 评论
Personalized recommendation with knowledge graph via dual-autoencoder
收藏 引用
APPLIED INTELLIGENCE 2022年 第6期52卷 6196-6207页
作者: Yang, Yang Zhu, Yi Li, Yun Yangzhou Univ Sch Informat Engn Yangzhou 225009 Jiangsu Peoples R China Hefei Univ Technol Key Lab Knowledge Engn Big Data Minist Educ Hefei 230009 Peoples R China Hefei Univ Technol Sch Comp Sci & Informat Engn Hefei 230009 Peoples R China
In the past decades, personalized recommendation systems have attracted a vast amount of attention and researches from multiple disciplines. Recently, for the powerful ability of feature representation learning, deep ... 详细信息
来源: 评论
Estimation of missing air pollutant data using a spatiotemporal convolutional autoencoder (May, 10.1007/s00521-022-07224-2, 2022)
收藏 引用
NEURAL COMPUTING & APPLICATIONS 2022年 第18期34卷 16155-16155页
作者: Wardana, I. Nyoman Kusuma Gardner, Julian W. Fahmy, Suhaib A. Univ Warwick Sch Engn Coventry CV4 7AL W Midlands England King Abdullah Univ Sci & Technol KAUST Comp Elect & Math Sci & Engn Thuwal 23955 Saudi Arabia Politekn Negeri Bali Dept Elect Engn Bali 80364 Indonesia
A key challenge in building machine learning models for time series prediction is the incompleteness of the datasets. Missing data can arise for a variety of reasons, including sensor failure and n... 详细信息
来源: 评论
RffAe-S: autoencoder Based on Random Fourier Feature With Separable Loss for Unsupervised Signal Modulation Clustering
收藏 引用
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2022年 第11期18卷 7910-7919页
作者: Bai, Jing Wang, Yiran Xiao, Zhu Alazab, Mamoun Xidian Univ Sch Artificial Intelligence Key Lab Intelligent Percept & Image Understanding Minist Educ Xian 710071 Peoples R China Guangdong Lab Artificial Intelligence & Digital E Shenzhen 518060 Peoples R China Hunan Univ Coll Comp Sci & Elect Engn Changsha 410082 Peoples R China Charles Darwin Univ Casuarina NT 0811 Australia
Unsupervised signal modulation clustering is becoming increasingly important due to its application in the dynamic spectrum access process of 5G wireless communication and threat detection at the physical layer of Int... 详细信息
来源: 评论
LSTM-autoencoder Deep Learning Technique for PAPR Reduction in Visible Light Communication
收藏 引用
IEEE ACCESS 2022年 10卷 113028-113034页
作者: Mohamed, Abdelfatah Eldien, Adly S. Tag Fouda, Mostafa M. Saad, Reham S. Benha Univ Fac Engn Shoubra Dept Elect Engn Cairo 11672 Egypt Idaho State Univ Coll Sci & Engn Dept Elect & Comp Engn Pocatello ID 83209 USA
Visible light communication (VLC) is a relatively new wireless communication technology that allows for high data rate transfer. Because of its capability to enable high-speed transmission and eliminate inter-symbol i... 详细信息
来源: 评论
Zero-day Ransomware Attack Detection using Deep Contractive autoencoder and Voting based Ensemble Classifier
收藏 引用
APPLIED INTELLIGENCE 2022年 第12期52卷 13941-13960页
作者: Zahoora, Umme Rajarajan, Muttukrishnan Pan, Zahoqing Khan, Asifullah Pakistan Inst Engn & Appl Sci Dept Comp & Informat Sci Islamabad 45650 Pakistan City Univ London Sch Math Comp Sci & Engn London EC1V 0HB England Nanjing Univ Informat Sci & Technol Sch Comp & Software Nanjing 210044 Peoples R China Pakistan Inst Engn & Appl Sci Ctr Math Sci Islamabad 45650 Pakistan Pakistan Inst Engn & Appl Sci PIEAS Artificial Intelligence Ctr PAIC Islamabad 45650 Pakistan
Ransomware attacks are hazardous cyber-attacks that use cryptographic methods to hold victims' data until the ransom is paid. Zero-day ransomware attacks try to exploit new vulnerabilities and are considered a sev... 详细信息
来源: 评论
Constrained autoencoder-Based Pulse Compressed Thermal Wave Imaging for Sub-Surface Defect Detection
收藏 引用
IEEE SENSORS JOURNAL 2022年 第18期22卷 17335-17342页
作者: Kaur, Kirandeep Mulaveesala, Ravibabu Mishra, Priyanka Indian Inst Technol Ropar Dept Elect Engn Infrared Imaging Lab Rupnagar 140001 India
Non-destructive testing & evaluation techniques play an essential role in ensuring safety of materials in operation at various industry sectors. Pulse compressed favourable thermal wave imaging is one of the widel... 详细信息
来源: 评论
Quality-relevant feature extraction method based on teacher-student uncertainty autoencoder and its application to soft sensors
收藏 引用
INFORMATION SCIENCES 2022年 592卷 320-339页
作者: Lu, Yusheng Jiang, Chao Yang, Dan Peng, Xin Zhong, Weimin East China Univ Sci & Technol Key Lab Adv Control & Optimizat Chem Proc Minist Educ Shanghai 200237 Peoples R China
Supervised representation learning based on the teacher-student framework can extract quality-related features for soft sensors, in which the teacher network extracts representation information for the student network... 详细信息
来源: 评论