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检索条件"主题词=Denoising autoencoder"
341 条 记 录,以下是181-190 订阅
排序:
Software Defect Prediction Based on Non-Linear Manifold Learning and Hybrid Deep Learning Techniques
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Computers, Materials & Continua 2020年 第11期65卷 1467-1486页
作者: Kun Zhu Nana Zhang Qing Zhang Shi Ying Xu Wang School of Computer Science Wuhan UniversityWuhan430072China School of Information Science and Engineering Qufu Normal UniversityRizhao276826China Department of Computer Science Vrije University AmsterdamAmsterdam1081HVThe Netherlands
Software defect prediction plays a very important role in software quality assurance,which aims to inspect as many potentially defect-prone software modules as ***,the performance of the prediction model is susceptibl... 详细信息
来源: 评论
Homotopy optimisation based NMF for audio source separation
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IET SIGNAL PROCESSING 2018年 第9期12卷 1099-1106页
作者: Koundinya, Sriharsha Karmakar, Abhijit CEERI CSIR Integrated Syst Grp Pilani Rajasthan India Acad Sci & Innovat Res Madras Tamil Nadu India
In this study, the authors propose a novel framework for audio source separation based on a cascaded non-negative matrix factorisation (NMF) using homotopy optimisation with perturbation and ensemble (HOPE) and denois... 详细信息
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Denoised Residual Trace Analysis for Monitoring Semiconductor Process Faults
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IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING 2019年 第3期32卷 293-301页
作者: Jang, Jaeyeon Min, Byung Wook Kim, Chang Ouk Yonsei Univ Dept Ind Engn Seoul 03722 South Korea
The detection of wafer faults in early process steps through monitoring and analyzing multivariate process trace data contribute to wafer yield improvements. Standard classification algorithms have been generally used... 详细信息
来源: 评论
Fast learning in Deep Neural Networks
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NEUROCOMPUTING 2016年 171卷 1205-1215页
作者: Chandra, B. Sharma, Rajesh K. Indian Inst Technol Dept Math Comp Sci Grp Delhi India Indian Inst Technol Dept Math Delhi India
The paper aims at speeding up Deep Neural Networks (DNN) since this is one of the major bottlenecks in deep learning. This has been achieved by parameterizing the weight matrix using low rank factorization and periodi... 详细信息
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A denoising semi-supervised deep learning model for remaining useful life prediction of turbofan engine degradation
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APPLIED INTELLIGENCE 2023年 第19期53卷 22682-22699页
作者: Wang, Youming Wang, Yue Xian Univ Posts & Telecommun Sch Automation Xian Key Lab Adv Control & Intelligent Proc Xian 710121 Peoples R China
Remaining useful life (RUL) prediction is significant for reliability analysis and the reduction of maintenance costs for turbofan engine systems. However, most of the existing methods capture temporal or spatial feat... 详细信息
来源: 评论
ADAGE signature analysis: differential expression analysis with data-defined gene sets
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BMC BIOINFORMATICS 2017年 第1期18卷 1-15页
作者: Tan, Jie Huyck, Matthew Hu, Dongbo Zelaya, Rene A. Hogan, Deborah A. Greene, Casey S. Geisel Sch Med Dartmouth Dept Mol & Syst Biol Hanover NH 03755 USA Univ Penn Dept Syst Pharmacol & Translat Therapeut Philadelphia PA 19104 USA Geisel Sch Med Dartmouth Dept Microbiol & Immunol Hanover NH 03755 USA
Background: Gene set enrichment analysis and overrepresentation analyses are commonly used methods to determine the biological processes affected by a differential expression experiment. This approach requires biologi... 详细信息
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A novel U-Net with dense block for drum signal separation from polyphonic music signal mixture
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SIGNAL IMAGE AND VIDEO PROCESSING 2023年 第3期17卷 627-633页
作者: George, E. Vinitha Devassia, V. P. Cochin Univ Sci & Technol Model Engn Coll Kochi Kerala India St Josephs Coll Engn & Technol Palai Kerala India
Deep neural network algorithms have shown promising results for music source signal separation. Most existing methods rely on deep networks, where billions of parameters need to be trained. In this paper, we propose a... 详细信息
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Latent-space embedding of expression data identifies gene signatures from sputum samples of asthmatic patients
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BMC BIOINFORMATICS 2020年 第1期21卷 1-13页
作者: Lou, Shaoke Li, Tianxiao Spakowicz, Daniel Yan, Xiting Chupp, Geoffrey Lowell Gerstein, Mark Yale Univ Program Computat Biol & Bioinformat New Haven CT 06520 USA Yale Univ Dept Mol Biophys & Biochem New Haven CT 06520 USA Ohio State Univ Div Med Oncol Columbus OH 43210 USA Yale Sch Med Pulm & Crit Care New Haven CT 06520 USA
BackgroundThe pathogenesis of asthma is a complex process involving multiple genes and pathways. Identifying biomarkers from asthma datasets, especially those that include heterogeneous subpopulations, is challenging.... 详细信息
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Noise power spectral density scaled SNR response estimation with restricted range search for sound source localisation using unmanned aerial vehicles
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EURASIP JOURNAL ON AUDIO SPEECH AND MUSIC PROCESSING 2020年 第1期2020卷 1-26页
作者: Yen, Benjamin Hioka, Yusuke Univ Auckland Dept Mech Engn Acoust Res Ctr 20 Symonds St Auckland 1010 New Zealand
A method to locate sound sources using an audio recording system mounted on an unmanned aerial vehicle (UAV) is proposed. The method introduces extension algorithms to apply on top of a baseline approach, which perfor... 详细信息
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Deep Learning Modeling for Top-N Recommendation With Interests Exploring
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IEEE ACCESS 2018年 6卷 51440-51455页
作者: Zhou, Wang Li, Jianping Zhang, Malu Wang, Yazhou Shah, Fadia Univ Elect Sci & Technol China Sch Comp Sci & Engn Chengdu 610054 Sichuan Peoples R China Univ Elect Sci & Technol China Sch Optoelect Informat Chengdu 610054 Sichuan Peoples R China
Recommender systems (RS) currently play a crucial role in information filtering and retrieval, and have been ubiquitously applied in many domains, although suffering from such data sparsity and cold start problems. Th... 详细信息
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