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Initialization of nonnegative matrix factorization dictionaries for single channel source separation

2013 21st Signal Processing and Communications Applications Conference (SIU)(2013)10.1109/siu.2013.6531172Source: DataRank Database

Initialization of nonnegative matrix factorization dictionaries for single channel source separation is a research paper published in 2013 21st Signal Processing and Communications Applications Conference (SIU) (2013). On theSindex it has a DataRank of 0.408. It has been cited 4 times, with 4 citing works in its 1-hop citation network.

N/A

0.408DataRank · unranked

Scored on demand from live citation data

4 citations · 4 citing works in its network

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Impact (FWCI 0.23)OA: closedTopics (14)IDs (PubMed, OpenAlex)SDGs (1)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (0/2)

Interoperable (0/2)

Reusable (0/3)

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DataRank Breakdown

Base Score 59%Citation Network 41%

Base Score Contribution

0.241

From this paper's citation signal

Citation Network Contribution

0.167

From 3 citing papers with measurable signal

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Authors (2)

H. Erdogan,E. M. Grais

Live enrichment

PubMed:21097893 OpenAlex:https://openalex.org/W2156181515

FWCI

0.23

Citation Percentile

0.5%

Citation Trend

2016

2017

2020

closed

publisherhttp://xplorestaging.ieee.org/ielx7/6521474/6531159/06531172.pdf?arnumber=6531172

https://doi.org/10.1109/siu.2013.6531172

repositoryhttps://research.sabanciuniv.edu/id/eprint/21728/1/grais.pdf

journalhttps://openresearch.surrey.ac.uk/esploro/outputs/conferencePresentation/Initialization-of-nonnegative-matrix-factorization-dictionaries/99514561802346

repositoryhttp://epubs.surrey.ac.uk/840738/

Fields of Study

Speech and Audio ProcessingBlind Source Separation TechniquesAdvanced Adaptive Filtering Techniques

Keywords

Non-negative matrix factorizationInitializationMatrix decompositionSource separationSpectrogramComputer sciencePattern recognition (psychology)Basis (linear algebra)Principal component analysisArtificial intelligenceMathematics

Sustainable Development Goals

SDG 0: Quality Education

Initialization of nonnegative matrix factorization dictionaries for single channel source separation

FAIR Checklist

DataRank Breakdown

Authors (2)

Impact

Open Access

Topics