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De-Noise specifications


Unique identifier OMICS_10648
Name De-Noise
Software type Package/Module
Interface Command line interface
Restrictions to use None
Operating system Unix/Linux
Computer skills Advanced
Stability Stable
Maintained Yes


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  • person_outline Andrew Link <>

Publication for De-Noise

De-Noise citations


Rolling Bearing Fault Diagnosis Based on an Improved HTT Transform

PMCID: 5948888
PMID: 29662013
DOI: 10.3390/s18041203

[…] a hilbert time–time (htt) transform with principal component analysis (pca). firstly, the htt transform was performed on vibration signals to derive a htt transform matrix. then, pca was employed to de-noise the htt transform matrix in order to improve the robustness of the htt transform. finally, the diagonal time series of the de-noised htt transform matrix was extracted as the enhanced […]


Completing sparse and disconnected protein protein network by deep learning

PMCID: 5863833
PMID: 29566671
DOI: 10.1186/s12859-018-2112-7

[…] pairs in networks []. instead of utilizing network structure explicitly, many latent features based on rank reduction and spectral analysis have also been used to do prediction, such as geometric de-noise methods [, ], multi-way spectral clustering [], matrix factorization based methods [, ]. note that the objective functions in these methods should be carefully designed to ensure fast […]


Effect of vitamin C on azoxymethane (AOM)/dextran sulfate sodium (DSS) induced colitis associated early colon cancer in mice

PMCID: 5886961
PMID: 29629026
DOI: 10.4162/nrp.2018.12.2.101

[…] primers (27f and 518r). the following microbiome analysis steps were followed: barcode sorting, quality prescreening, trimming primer sequences, removing non-target sequences, assemble sequence for de-noise, taxonomic assignment, and chimera checking. the mechanisms were processed in illumina miseq software (chunlab, inc., seoul, korea). operational taxonomic units (otus) were determined by xor […]


A Novel Feature Optimization for Wearable Human Computer Interfaces Using Surface Electromyography Sensors

PMCID: 5877383
PMID: 29543737
DOI: 10.3390/s18030869

[…] signal analysis and the relationship between offline and online sessions are illustrated in the flowchart of . in the offline phase, we used infinite impulse response (iir) filters, ica and mspca to de-noise semg signals. the feature extraction module includes time-domain, frequency-domain, and time-frequency-domain features computation. feature selection refers to separability. the rank […]


Accurate Sybil Attack Detection Based on Fine Grained Physical Channel Information

PMCID: 5877424
PMID: 29543773
DOI: 10.3390/s18030878

[…] this method also amplifies the effects of changes in the environment. when the environment is still, its pca value will still have much volatility as shown in b. we use the savitzky–golay filter to de-noise the received data., the savitzky–golay filter is a filtering method based on local polynomial least squares fitting in the time domain. the biggest feature of this filter lies in the fact […]


The Prediction of the Gas Utilization Ratio Based on TS Fuzzy Neural Network and Particle Swarm Optimization

PMCID: 5855514
PMID: 29461469
DOI: 10.3390/s18020625

[…] of the model, this paper firstly analyzes the factors that affect the gur. we choose box-plots to eliminate the abnormal values of the raw data. then, we use the wavelet de-noising method to de-noise the data. the results show that the model can accurately predict the gur, laying the foundation for the steady production of the bf., the remaining parts of this paper are arranged […]

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De-Noise institution(s)
Department of Pathology, Microbiology and Immunology, Department of Molecular Physiology and Biophysics, Department of Medicine, and Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, TN, USA; School of Mathematical Sciences, Dalian University of Technology, Dalian, China; Department of Mathematics and Computer Science, Western Kentucky University, Bowling Green, KY, USA

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