@prefix dcat: <http://www.w3.org/ns/dcat#> .
@prefix dct: <http://purl.org/dc/terms/> .
@prefix foaf: <http://xmlns.com/foaf/0.1/> .
@prefix vcard: <http://www.w3.org/2006/vcard/ns#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://rec.harvest-normandie.data4citizen.com/dataset/oai-hal-hal-00655850v2> a dcat:Dataset ;
    dct:description """
              We design a data-dependent metric in $\\mathbb R^d$ and use it to define the $k$-nearest neighbors of a given point. Our metric is invariant under all affine transformations. We show that, with this metric, the standard $k$-nearest neighbor regression estimate is asymptotically consistent under the usual conditions on $k$, and minimal requirements on the input data.
            """ ;
    dct:identifier "hal-00655850" ;
    dct:issued "2026-05-18T09:40:13.978651"^^xsd:dateTime ;
    dct:language "en" ;
    dct:modified "2026-05-18T09:40:13.978656"^^xsd:dateTime ;
    dct:publisher <https://rec.harvest-normandie.data4citizen.com/organization/cce9db95-46d9-4dc2-84b6-764215d0a002> ;
    dct:title "An Affine Invariant $k$-Nearest Neighbor Regression Estimate" ;
    dcat:contactPoint [ a vcard:Organization ;
            vcard:fn "CCSD" ] ;
    dcat:distribution <https://rec.harvest-normandie.data4citizen.com/dataset/oai-hal-hal-00655850v2/resource/ce78f8f0-859b-498f-9c0b-e7fbb4fc5fa5> ;
    dcat:keyword "affine-invariance",
        "ams-62g08-62g05-62g20",
        "infoeu-reposemanticsreport",
        "mathematical-statistics",
        "mathmath-stmathematics-mathstatistics-mathst",
        "nearest-neighbor-methods",
        "nonparametric-estimation",
        "regression-function-estimation",
        "reports",
        "statotstatistics-statother-statistics-statml",
        "statthstatistics-statstatistics-theory-statth" ;
    dcat:landingPage <https://hal.science/hal-00655850> .

<https://rec.harvest-normandie.data4citizen.com/dataset/oai-hal-hal-00655850v2/resource/ce78f8f0-859b-498f-9c0b-e7fbb4fc5fa5> a dcat:Distribution ;
    dct:format "HTML" ;
    dct:issued "2026-05-18T09:40:14.106352"^^xsd:dateTime ;
    dct:modified "2026-05-18T09:40:13.929466"^^xsd:dateTime ;
    dct:title "An Affine Invariant $k$-Nearest Neighbor Regression Estimate" ;
    dcat:accessURL <https://hal.science/hal-00655850> .

<https://rec.harvest-normandie.data4citizen.com/organization/cce9db95-46d9-4dc2-84b6-764215d0a002> a foaf:Agent ;
    foaf:name "test_moissonnage_selune" .

<https://hal.science/hal-00655850> a foaf:Document .