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检索条件"主题词=Auto-Encoder"
784 条 记 录,以下是101-110 订阅
排序:
A novel multi-scale and sparsity auto-encoder for classification
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INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS 2022年 第12期13卷 3909-3925页
作者: Wang, Huiling Sun, Jun Gu, Xiaofeng Song, Wei Jiangnan Univ Sch IoT Engn Wuxi 214122 Jiangsu Peoples R China Jiangnan Univ Sch Artificial Intelligence & Comp Sci Wuxi 214122 Jiangsu Peoples R China
The inspiration for generating the multi-scale feature representation originates from the basic observation that multi-scale is closely related to human visual physiological characteristics. Also, since the increase o... 详细信息
来源: 评论
Deep Learning-Based auto-encoder for Time-Offset Sub-Faster-Than-Nyquist Downlink NOMA With Timing Errors and Imperfect CSI
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IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING 2024年 第7期18卷 1178-1193页
作者: Aboutaleb, Ahmed Torabi, Mohammad Belzer, Benjamin Sivakumar, Krishnamoorthy Marvell Technol Inc Santa Clara CA 95054 USA Washington State Univ Sch EECS Pullman WA 99164 USA
This paper presents architecture designs and performance evaluations for the encoding and decoding of transmitted and received sequences for downlink time-offset sub-faster-than-Nyquist non-orthogonal multiple access ... 详细信息
来源: 评论
Premature Ventricular Contractions Detection by Multi-Domain Feature Extraction and auto-encoder-based Feature Reduction
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CIRCUITS SYSTEMS AND SIGNAL PROCESSING 2024年 第5期43卷 3279-3296页
作者: Ebrahimpoor, Maryam Taghizadeh, Mehdi Fatehi, Mohammad Hossein Mahdiyar, Omid Jamali, Jasem Islamic Azad Univ Dept Biomed Engn Kazerun Branch Kazerun Iran Islamic Azad Univ Dept Elect Engn Kazerun Branch Kazerun Iran
Cardiovascular disorders are known to be among the most severe diseases and the leading causes of mortality all over the globe. Premature ventricular contractions (PVC) are one of the most prevalent types of cardiac a... 详细信息
来源: 评论
An Imputation Method for Missing Data Based on an Extreme Learning Machine auto-encoder
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IEEE ACCESS 2018年 6卷 52930-52935页
作者: Lu, Cheng-Bo Mei, Ying Lishui Univ Coll Engn Lishui 323000 Peoples R China
This paper proposes an imputation method for missing data based on an extreme learning machine auto-encoder (ELM-AE). The imputation chooses a set of plausible values determined by ELM-AE and then substitutes the aver... 详细信息
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Multi-Scale auto-encoder for Edge Detection
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IEEE ACCESS 2022年 10卷 116253-116260页
作者: Shi, Changyou Lu, Jianping Sun, Qiang Zhou, Jing Huang, Wei Xia, Rongze Army Engn Univ PLA Sch Commun Sergeant Chongqing 400035 Peoples R China
A multi-scale encoder algorithm is proposed for image edge detection, which takes the auto-encoder as basic backbone structure. Three auto-encoders, each is responsible for processing an image of one scale, are organi... 详细信息
来源: 评论
Appearance-Motion United auto-encoder Framework for Video Anomaly Detection
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IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS 2022年 第5期69卷 2498-2502页
作者: Liu, Yang Liu, Jing Lin, Jieyu Zhao, Mengyang Song, Liang Fudan Univ Acad Engn & Technol Shanghai 200433 Peoples R China Univ Toronto Dept Elect & Comp Engn Toronto ON M5S 1A1 Canada
The key to video anomaly detection is understanding the appearance and motion differences between normal and abnormal events. However, previous works either considered the characteristics of appearance or motion in is... 详细信息
来源: 评论
Adversarial auto-encoder for rating prediction with ratings and reviews
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WEB INTELLIGENCE 2020年 第4期18卷 285-294页
作者: Yi, Jin Huang, Jiajin Qin, Jin Guizhou Univ Coll Comp Sci & Technol Guiyang 550025 Peoples R China Beijing Univ Technol Int WIC Inst Beijing 100124 Peoples R China
Recommender systems have been widely used in our life in recent years to facilitate our life. And it is very important and meaningful to improve recommendation performance. Generally, recommendation methods use users&... 详细信息
来源: 评论
Applying adversarial auto-encoder for estimating human walking gait abnormality index
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PATTERN ANALYSIS AND APPLICATIONS 2019年 第4期22卷 1597-1608页
作者: Trong-Nguyen Nguyen Meunier, Jean Univ Montreal Image Proc Lab DIRO Room 2340Pavillon Andre Aisenstadt Montreal PQ H3T 1J4 Canada
This paper proposes an approach that estimates a human walking gait abnormality index using an adversarial auto-encoder (AAE), i.e., a combination of auto-encoder and generative adversarial network (GAN). Since most G... 详细信息
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Joint Design of Measurement Matrix and Sparse Support Recovery Method via Deep auto-encoder
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IEEE SIGNAL PROCESSING LETTERS 2019年 第12期26卷 1778-1782页
作者: Li, Shuaichao Zhang, Wanqing Cui, Ying Cheng, Hei Victor Yu, Wei Shanghai Jiao Tong Univ Shanghai 200240 Peoples R China Univ Toronto Toronto ON M5S 3G4 Canada
Sparse support recovery arises in many applications in communications and signal processing. Existing methods tackle sparse support recovery problems for a given measurement matrix, and cannot flexibly exploit the pro... 详细信息
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Spatial and temporal prediction of secondary crashes combining stacked sparse auto-encoder and long short-term memory
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ACCIDENT ANALYSIS AND PREVENTION 2023年 第1期191卷 107205页
作者: Li, Haojie Gao, Qi Zhang, Ziqian Zhang, Yingheng Ren, Gang Southeast Univ Sch Transportat Nanjing Peoples R China Jiangsu Key Lab Urban ITS Nanjing Peoples R China Jiangsu Prov Collaborat Innovat Ctr Modern Urban T Nanjing Peoples R China
Secondary crashes occur within the spatial and temporal impact area of primary crashes, resulting in traffic delays and safety problems. While most existing studies focus on the likelihood of secondary crashes, predic... 详细信息
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