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检索条件"主题词=Auto-Encoder"
787 条 记 录,以下是221-230 订阅
排序:
Data Reconstruction Based on Supervised Deep auto-encoder  18th
Data Reconstruction Based on Supervised Deep Auto-Encoder
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18th Pacific-Rim Conference on Multimedia (PCM)
作者: Rui, Ting Zhang, Sai Ren, Tongwei Tang, Jian Zou, Junhua PLA Univ Sci & Technol Nanjing 210007 Peoples R China Nanjing Univ State Key Lab Novel Software Technol Nanjing 210023 Peoples R China
Digital media information reconstruction has attracted much attention in machine learning, we propose a new method about this problem for supervising learning by using the classical unsupervised auto-encoders (AE), an... 详细信息
来源: 评论
Dimensionality Reduction for Hyperspectral Data Based on Sample-Dependent Repulsion Graph Regularized auto-encoder
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Chinese Journal of Electronics 2017年 第6期26卷 1233-1238页
作者: WANG Xuesong KONG Yi CHENG Yuhu School of Information and Control Engineering China University of Mining and Technology
To achieve high classification accuracy of hyperspectral data, a dimensionality reduction algorithm called Sample-dependent repulsion graph regularized auto-encoder(SRGAE) is proposed. Based on the sample-dependent gr... 详细信息
来源: 评论
Bearing fault diagnosis with auto-encoder extreme learning machine: A comparative study
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PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE 2017年 第8期231卷 1560-1578页
作者: Mao, Wentao He, Jianliang Li, Yuan Yan, Yunju Henan Normal Univ Sch Comp & Informat Engn Xinxiang 453007 Peoples R China Northwestern Polytech Univ Sch Mech & Civil & Architecture Xian Peoples R China
Intelligent fault-diagnosis methods using machine learning techniques like support vector machines and artificial neural networks have been widely used to distinguish bearings' health condition. However, though th... 详细信息
来源: 评论
Design of Ensemble Stacked auto-encoder for Classification of Horse Gaits with MEMS Inertial Sensor Technology
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MICROMACHINES 2018年 第8期9卷 411-411页
作者: Lee, Jae-Neung Byeon, Yeong-Hyeon Kwak, Keun-Chang Chosun Univ Dept Control & Instrumentat Engn 375 Seosuk Dong Gwangju 501759 South Korea
This paper discusses the classification of horse gaits for self-coaching using an ensemble stacked auto-encoder (ESAE) based on wavelet packets from the motion data of the horse rider. For this purpose, we built an ES... 详细信息
来源: 评论
An auto-encoder-based summarization algorithm for unstructured videos
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MULTIMEDIA TOOLS AND APPLICATIONS 2017年 第23期76卷 25039-25056页
作者: Han, Meng-Xiong Hu, Hai-Miao Liu, Yang Zhang, Chi Tian, Rong-Peng Zheng, Jin Beihang Univ Sch Comp Sci & Engn Beijing Key Lab Digital Media Beijing 100083 Peoples R China Beijing Inst Graph Beijing 100029 Peoples R China Beihang Univ Digital Media Lab Beijing Peoples R China
Video summarization is an effective way to quick view videos and relieve the pressure of videos storage. However the traditional algorithms are hardly adapted to unstructured videos, due to the unobvious for scenes ch... 详细信息
来源: 评论
Age invariant face recognition and retrieval by coupled auto-encoder networks
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NEUROCOMPUTING 2017年 222卷 62-71页
作者: Xu, Chenfei Liu, Qihe Ye, Mao Univ Elect Sci & Technol China Sch Comp Sci & Engn Ctr Robot Chengdu 611731 Peoples R China
Recently many promising results have been shown on face recognition related problems. However, age invariant face recognition and retrieval remains a challenge. Inspired by the observation that age variation is a nonl... 详细信息
来源: 评论
Application of Improved Deep auto-encoder Network in Rolling Bearing Fault Diagnosis
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Journal of Computer and Communications 2018年 第7期6卷 41-53页
作者: Jian Di Leilei Wang School of Control and Computer Engineering North China Electric Power University Baoding China
Since the effectiveness of extracting fault features is not high under traditional bearing fault diagnosis method, a bearing fault diagnosis method based on Deep auto-encoder Network (DAEN) optimized by Cloud Adaptive... 详细信息
来源: 评论
auto-encoder Based Clustering Algorithms for Intuitionistic Fuzzy Sets  12
Auto-encoder Based Clustering Algorithms for Intuitionistic ...
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12th International Conference on Intelligent Systems and Knowledge Engineering (IEEE ISKE)
作者: Du, Yimin Wu, Guixing Tang, Guolin Univ Sci & Technol China Sch Software Engn Hefei Anhui Peoples R China Beijing Univ Technol Sch Econ & Management Beijing Peoples R China
Clustering plays an important role in data mining and machine learning. Then, intuitionistic fuzzy sets (IFSs) are flexible and practical in dealing with vagueness and uncertainty problems. To cluster the information ... 详细信息
来源: 评论
A deep learning method for lincRNA detection using auto-encoder algorithm
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BMC BIOINFORMATICS 2017年 第15-Sup期18卷 511-511页
作者: Yu, Ning Yu, Zeng Pan, Yi SUNY Coll Brockport Dept Comp Sci 350 New Campus Dr Brockport NY 14420 USA Southwest Jiaotong Univ Sch Informat Sci & Technol Chengdu 610031 Sichuan Peoples R China Georgia State Univ Dept Comp Sci 25 Pk Pl Atlanta GA 30303 USA
Background: RNA sequencing technique (RNA-seq) enables scientists to develop novel data-driven methods for discovering more unidentified lincRNAs. Meantime, knowledge-based technologies are experiencing a potential re... 详细信息
来源: 评论
Pareto-optimal multi-objective dimensionality reduction deep auto-encoder for mammography classification
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COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2017年 145卷 85-93页
作者: Taghanaki, Saeid Asgari Kawahara, Jeremy Miles, Brandon Hamarneh, Ghassan Simon Fraser Univ Med Image Anal Lab Burnaby BC Canada
Background and objective: Feature reduction is an essential stage in computer aided breast cancer diagnosis systems. Multilayer neural networks can be trained to extract relevant features by encoding high-dimensional ... 详细信息
来源: 评论