@prefix epid: .
@prefix void: .
@prefix xsd: .
@prefix cc: .
@prefix ep: .
@prefix eprel: .
@prefix dc: .
@prefix bibo: .
@prefix geo: .
@prefix owl: .
@prefix event: .
@prefix skos: .
@prefix foaf: .
@prefix rdfs: .
@prefix rdf: .
@prefix dct: .
<>
foaf:primaryTopic ;
rdfs:comment "The repository administrator has not yet configured an RDF license."^^xsd:string .
rdfs:label "ghostbusters.pdf"^^xsd:string .
rdfs:label "indexcodes.txt"^^xsd:string .
rdfs:label "lightbox.jpg"^^xsd:string .
rdfs:label "preview.jpg"^^xsd:string .
rdfs:label "medium.jpg"^^xsd:string .
rdfs:label "small.jpg"^^xsd:string .
dc:format "text/html";
dc:title "HTML Summary of #3174 \n\nGhostbusters: A Parts-based NMF Algorithm\n\n";
foaf:primaryTopic .
dct:hasPart ;
ep:hasFile ;
rdf:type bibo:Document,
ep:Document;
rdfs:label "Ghostbusters: A Parts-based NMF Algorithm (PDF)"^^xsd:string .
dct:hasPart ;
ep:hasFile ;
eprel:isIndexCodesVersionOf ;
eprel:isVersionOf ;
eprel:isVolatileVersionOf ;
rdf:type ep:Document;
rdfs:label "Ghostbusters: A Parts-based NMF Algorithm (Other)"^^xsd:string .
dct:hasPart ;
ep:hasFile ;
eprel:isVersionOf ;
eprel:isVolatileVersionOf ;
eprel:islightboxThumbnailVersionOf ;
rdf:type ep:Document;
rdfs:label "Ghostbusters: A Parts-based NMF Algorithm (Other)"^^xsd:string .
dct:hasPart ;
ep:hasFile ;
eprel:isVersionOf ;
eprel:isVolatileVersionOf ;
eprel:ispreviewThumbnailVersionOf ;
rdf:type ep:Document;
rdfs:label "Ghostbusters: A Parts-based NMF Algorithm (Other)"^^xsd:string .
dct:hasPart ;
ep:hasFile ;
eprel:isVersionOf ;
eprel:isVolatileVersionOf ;
eprel:ismediumThumbnailVersionOf ;
rdf:type ep:Document;
rdfs:label "Ghostbusters: A Parts-based NMF Algorithm (Other)"^^xsd:string .
dct:hasPart ;
ep:hasFile ;
eprel:isVersionOf ;
eprel:isVolatileVersionOf ;
eprel:issmallThumbnailVersionOf ;
rdf:type ep:Document;
rdfs:label "Ghostbusters: A Parts-based NMF Algorithm (Other)"^^xsd:string .
rdf:_1 .
bibo:abstract "An exact nonnegative matrix decomposition algorithm is proposed. This is achieved by 1) Taking a nonlinear approximation of a sparse real-valued dataset at a given tolerance-to-error constraint, e; 2) Choosing an arbitrary lectic ordering on the rows or column entries; And, then 3) systematically applying a closure operator, so that all closures are selected. Assuming a nonnegative hierarchical closure structure (a Galois lattice) ensures the data has a unique ordered overcomplete dictionary representation. Parts-based constraints on these closures can then be used to specify and supervise the form of the solution. We illustrate that this approach outperforms NMF on two standard NMF datasets: it exhibits the properties described above; It\nis correct and exact."^^xsd:string;
bibo:authorList ;
bibo:status ,
;
bibo:volume "24";
dct:creator ,
,
;
dct:date "2013-07";
dct:isPartOf ,
;
dct:publisher ;
dct:subject ;
dct:title "Ghostbusters: A Parts-based NMF Algorithm"^^xsd:string;
ep:hasDocument ,
,
,
,
,
;
rdf:type bibo:AcademicArticle,
bibo:Article,
ep:ArticleEPrint,
ep:EPrint;
rdfs:seeAlso .
rdf:type skos:Concept;
skos:prefLabel "Telecommunications Software and Systems Group"@en .
foaf:name "IET and IEEE"^^xsd:string;
rdf:type foaf:Organization .
foaf:name "IET"^^xsd:string;
rdf:type foaf:Organization .
foaf:name "IEEE"^^xsd:string;
rdf:type foaf:Organization .
foaf:familyName "de Fréin"^^xsd:string;
foaf:givenName "Ruairí"^^xsd:string;
foaf:name "Ruairí de Fréin"^^xsd:string;
rdf:type foaf:Person .
foaf:name "24th IET Irish Signals and Systems Conference (ISSC 2013)"^^xsd:string;
rdf:type bibo:Collection .