@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#> .

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    dct:description """
              The work presented in this paper corresponds to eight years of research on the problem of interaction between proteins. I approached the problem of predicting protein-protein interactions in terms of the supervised learning. I am interested in learning predictive models for protein-protein interactions. I studied two different types of interactions: - The protein-protein interaction from the protein interaction network point of view; - Physical interaction between proteins by predicting which residues are actually in interaction (protein-protein docking). The paper is structured as follows: after presenting the problem of supervised learning and unsupervised in the first chapter, the second chapter concern the prediction of protein-protein interaction. The results on the protein-protein docking is presented in the third chapter and finally, perspectives are presented in the last chapter.
            """ ;
    dct:identifier "tel-00763947" ;
    dct:issued "2026-05-31T17:49:13.948455"^^xsd:dateTime ;
    dct:language "fr" ;
    dct:modified "2026-05-31T17:49:13.948460"^^xsd:dateTime ;
    dct:publisher <https://rec.harvest-normandie.data4citizen.com/organization/cce9db95-46d9-4dc2-84b6-764215d0a002> ;
    dct:title "Protein-Protein prediction and protein-protein docking by ensemble learning" ;
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            vcard:fn "CCSD" ] ;
    dcat:distribution <https://rec.harvest-normandie.data4citizen.com/dataset/oai-hal-tel-00763947v1/resource/348e2dad-7342-42f1-9038-ca6ffd57d286> ;
    dcat:keyword "amarrage-proteine-proteine",
        "apprentissage",
        "combinaison-de-classifieurs",
        "docking",
        "ensemble-learning",
        "habilitation-a-diriger-des-recherches",
        "infoeu-reposemanticsother",
        "infoinfo-bicomputer-science-csbioinformatics-q-bioqm",
        "infoinfo-lgcomputer-science-csmachine-learning-cslg",
        "machine-learning",
        "prediction-dinteraction-proteine-proteine",
        "protein-protein-interaction",
        "sdvbibslife-sciences-q-bioquantitative-methods-q-bioqm" ;
    dcat:landingPage <https://theses.hal.science/tel-00763947> .

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    dct:issued "2026-05-31T17:49:14.027186"^^xsd:dateTime ;
    dct:modified "2026-05-31T17:49:13.908935"^^xsd:dateTime ;
    dct:title "Protein-Protein prediction and protein-protein docking by ensemble learning" ;
    dcat:accessURL <https://theses.hal.science/tel-00763947> .

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