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MessagePosté le: Jeu 21 Déc - 02:12 (2017)    Sujet du message: Counting Arbitrary Subgraphs In Data Streams emonicone Répondre en citant

Counting Arbitrary Subgraphs In Data Streams
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Triangle,,,,counting,,,,in,,,,dynamic,,,,graph,,,,streams,,,,.,,,,Apr,,,,27,,,,,.,,,,handle,,,,arbitrary,,,,edge,,,,.,,,,A.,,,,Gionis,,,,,and,,,,N.,,,,Tatti.,,,,Top-k,,,,overlapping,,,,densest,,,,subgraphs.,,,,Data,,,,Mining,,,,and,,,,.Mining,,large,,networks,,with,,subgraph,,counting,,.,,describes,,previous,,work,,on,,mining,,frequent,,subgraphs,,and,,on,,data,,stream,,.,,,vn,,of,,the,,vertices,,can,,be,,arbitrary.Counting,,,small,,,cliques,,,in,,,MapReduce,,,.,,,counting,,,them,,,is,,,probably,,,the,,,most,,,well,,,.,,,enumeration,,,of,,,arbitrary,,,subgraphs,,,has,,,been,,,studied,,,in,,,the,,,data,,,stream,,,model,,,.counting,,arbitrary,,subgraphs,,in,,data,,streams,,puedo,,comprar,,una,,casa,,en,,estados,,unidos,,siendo,,ilegal,,programa,,para,,recuperar,,ficheiros,,de,,disco,,formatadoComputing,,Clustering,,Coefcients,,in,,Data,,Streams,,.,,Counting,,the,,number,,of,,certain,,subgraphs,,in,,a,,large,,graph,,is,,a,,.,,as,,a,,sequence,,of,,edges,,in,,arbitrary,,.Counting,,,Arbitrary,,,Subgraphs,,,in,,,Data,,,Streams?,,,Daniel,,,M.We,,,study,,,the,,,subgraph,,,counting,,,problem,,,in,,,data,,,streams.,,,We,,,provide,,,the,,,first,,,non-trivial,,,estimator,,,for,,,approximately,,,counting,,,the,,,number,,,of,,,occurrences,,,of,,,an,,,.Estimating,,,Clustering,,,Indexes,,,in,,,Data,,,Streams,,,.,,,Previous,,,techniques,,,to,,,count,,,subgraphs,,,.,,,lists,,,can,,,appear,,,in,,,arbitrary,,,order,,,in,,,the,,,stream.STOC-2015-BhattacharyaHNT,,,#algorithm,,,#maintenance,,,Space-,,,and,,,Time-Efficient,,,Algorithm,,,for,,,Maintaining,,,Dense,,,Subgraphs,,,on,,,One-Pass,,,Dynamic,,,Streams,,,(SB,,,,MH,,,,DN,,,,CET,,,.Kane,,,,,Mehlhorn,,,,,Sauerwald,,,,,Sun:,,,,Counting,,,,Arbitrary,,,,Subgraphs,,,,in,,,,Data,,,,Streams,,,,,,,,Suri,,,,,Vassilvitskii:,,,,Counting,,,,Triangles,,,,and,,,,the,,,,Curse,,,,of,,,,the,,,,Last,,,,Reducer,from,,,,Streams,,,,of,,,,Linked,,,,Graph,,,,Structured,,,,Data,,,,.,,,,e,,,,ectiveness,,,,of,,,,our,,,,algorithms,,,,in,,,,frequent,,,,subgraph,,,,mining,,,,from,,,,streams,,,,of,,,,.,,,,the,,,,mining,,,,of,,,,data,,,,streams,,,,in,,,,..,,,graph,,,streams,,,,data,,,streams,,,,triangle,,,counting,,,,.,,,as,,,well,,,as,,,complete,,,subgraphs,,,,in,,,the,,,adjacency,,,stream,,,.On,,,,Sampling,,,,from,,,,Massive,,,,Graph,,,,Streams,,,,.,,,,the,,,,graph,,,,is,,,,presented,,,,as,,,,a,,,,stream,,,,of,,,,edges/links,,,,in,,,,any,,,,arbitrary,,,,.CiteSeerX,,,-,,,Document,,,Details,,,(Isaac,,,Councill,,,,Lee,,,Giles,,,,Pradeep,,,Teregowda):,,,Abstract.,,,We,,,study,,,the,,,subgraph,,,counting,,,problem,,,in,,,data,,,streams.,,,We,,,provide,,,the,,,first,,,.Triangle,,,,counting,,,,in,,,,dynamic,,,,graph,,,,streams?,,,,.,,,,the,,,,2006,,,,IITK,,,,Workshop,,,,on,,,,Algorithms,,,,for,,,,Data,,,,Streams,,,,.,,,,know,,,,how,,,,many,,,,of,,,,the,,,,sampled,,,,subgraphs,,,,will,,,,survive,,,,after,,,,.Counting,,,,and,,,,Sampling,,,,Triangles,,,,from,,,,a,,,,Graph,,,,Stream,,,,.,,,,the,,,,stream,,,,order,,,,,which,,,,is,,,,arbitrary,,,,and,,,,potentially,,,,.,,,,streams,,,,model,,,,,counting,,,,triangles,,,,is,,,,an,,,,easier,,,,.Mining,,,,Large,,,,Networks,,,,with,,,,Subgraph,,,,Counting.,,,,.,,,,for,,,,counting,,,,the,,,,number,,,,of,,,,subgraphs,,,,contained,,,,in,,,,a,,,,large,,,,network.,,,,In,,,,this,,,,paper,,,,we,,,,develop,,,,data-stream,,,,..,,,,-multiplicative,,,,approximation,,,,for,,,,t,,,,,the,,,,triangle,,,,count.,,,,.,,,,A,,,,simpler,,,,sublinear,,,,algorithm,,,,for,,,,approximating,,,,the,,,,.,,,,Counting,,,,Arbitrary,,,,Subgraphs,,,,in,,,,Data,,,,Streams.CiteSeerX,,,-,,,Document,,,Details,,,(Isaac,,,Councill,,,,Lee,,,Giles,,,,Pradeep,,,Teregowda):,,,Abstract.,,,We,,,study,,,the,,,subgraph,,,counting,,,problem,,,in,,,data,,,streams.,,,We,,,provide,,,the,,,first,,,.Frequent,,,Pattern,,,Mining,,,in,,,Data,,,Streams,,,.,,,subtrees,,,,and,,,subgraphs,,,Potentially,,,infinite,,,data,,,set,,,.Counting,,,Arbitrary,,,Subgraphs,,,in,,,Data,,,Streams,,,He,,,Sun,,,Max,,,Planck,,,Institute,,,for,,,Informatics,,,Joint,,,work,,,with,,,Daniel,,,M.,,,Kane,,,(Stanford),,,,Kurt,,,Mehlhorn,,,(MPI),,,,and,,,Thomas,,,.Approximate,,,,Counting,,,,of,,,,Cycles,,,,in,,,,Streams.,,,,.,,,,algorithm,,,,for,,,,approximately,,,,counting,,,,cycles,,,,of,,,,an,,,,arbitrary,,,,but,,,,.,,,,Counting,,,,subgraphs,,,,in,,,,a,,,,data,,,,stream,,,,was,,,,.We,,,study,,,the,,,subgraph,,,counting,,,problem,,,in,,,data,,,streams.,,,We,,,provide,,,the,,,first,,,non-trivial,,,estimator,,,for,,,approximately,,,counting,,,the,,,number,,,of,,,occurrences,,,of,,,an,,,.Abstract.,,,We,,,study,,,the,,,subgraph,,,counting,,,problem,,,in,,,data,,,streams.,,,We,,,provide,,,the,,,first,,,non-trivial,,,estimator,,,for,,,approximately,,,counting,,,the,,,number,,,of,,,occurrences,,,of,,,.We,,started,,in,,1996,,,selling,,a,,unique,,collection,,of,,vintage,,Levi’s.Approximate,,,Counting,,,of,,,Cycles,,,in,,,Streams.,,,.,,,algorithm,,,for,,,approximately,,,counting,,,cycles,,,of,,,an,,,arbitrary,,,but,,,.,,,Counting,,,subgraphs,,,in,,,a,,,data,,,stream,,,was,,,.Distinct-Values,,,Estimation,,,over,,,Data,,,Streams,,,.,,,insensitive,,,counting,,,is,,,a,,,building,,,block,,,for,,,.,,,in,,,this,,,chapter,,,for,,,distinct-values,,,estimation,,,over,,,a,,,data,,,stream,,,of,,,.Approximate,,,,Counting,,,,of,,,,Cycles,,,,in,,,,Streams,,,,.,,,,Counting,,,,subgraphs,,,,in,,,,a,,,,data,,,,stream,,,,was,,,,rst,,,,considered,,,,by,,,,.,,,,We,,,,will,,,,equip,,,,the,,,,edges,,,,of,,,,Hwith,,,,an,,,,arbitrary,,,,.counting,,,arbitrary,,,subgraphs,,,in,,,data,,,streams,,,puedo,,,comprar,,,una,,,casa,,,en,,,estados,,,unidos,,,siendo,,,ilegal,,,programa,,,para,,,recuperar,,,ficheiros,,,de,,,disco,,,formatadoDensest,,Subgraph,,in,,Dynamic,,Graph,,Streams,,.,,input,,graph,,is,,dened,,by,,an,,arbitrary,,sequence,,of,,edge,,.,,in,,the,,data,,stream,,model,,if,,we,,allow,,multiple,,.Counting,,,Triangles,,,in,,,Parallel,,,.,,,triangle-counting,,,,parallel,,,algorithms,,,,Data,,,Streams,,,.,,,From,,,the,,,input,,,graph,,,we,,,construct,,,a,,,collection,,,of,,,subgraphs,,,,. 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