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Géo-détection des réseaux enterrés par fusion de données multimodales et raisonnement spatial

Author: Meriem HafsiPhilippe BolonRichard DapoignyJean-Marie NicolasFlorence Le BerAll authors
Publisher: 2018.
Dissertation: Thèse de doctorat : STIC Informatique : Université Grenoble Alpes (ComUE) : 2018.
Edition/Format:   Computer file : Document : Thesis/dissertation : French
Summary:
Nos travaux de recherche ont pour objectif de résoudre le problème de la géodétection des réseaux enterrés. Plusieurs méthodes sont utilisées actuellement mais présentent des limites dues à la nature du sol, aux matériaux des canalisations et au produit transporté. Notre objectif est de proposer une nouvelle approche basée sur la fusion de quatre méthodes de détection et sur la récolte de plusieurs
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Details

Genre/Form: Thèses et écrits académiques
Material Type: Document, Thesis/dissertation, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Meriem Hafsi; Philippe Bolon; Richard Dapoigny; Jean-Marie Nicolas; Florence Le Ber; Ollivier Haemmerlé, enseignant-chercheur en informatique).; Patrick Brézillon; Michel Hardy; Communauté d'universités et d'établissements Université Grenoble Alpes.; École doctorale sciences et ingénierie des systèmes, de l'environnement et des organisations (Chambéry).; Laboratoire d'informatique, systèmes, traitement de l'information et de la connaissance (Annecy).
OCLC Number: 1102009103
Notes: Titre provenant de l'écran-titre.
Description: 1 online resource
Responsibility: Meriem Hafsi ; sous la direction de Philippe Bolon et de Richard Dapoigny.

Abstract:

Nos travaux de recherche ont pour objectif de résoudre le problème de la géodétection des réseaux enterrés. Plusieurs méthodes sont utilisées actuellement mais présentent des limites dues à la nature du sol, aux matériaux des canalisations et au produit transporté. Notre objectif est de proposer une nouvelle approche basée sur la fusion de quatre méthodes de détection et sur la récolte de plusieurs informations qui seront représentées sous forme de connaissances et permettront de raisonner à différents niveaux d'abstraction, pour détecter avec un niveau de confiance, les canalisations enterrées indépendamment de leur matériau, du produit qu'elles transportent et du sol dans lequel elles sont enterrées.

Our work aims to solve the problem of reliable detection of underground networks by optimization of the existing methods. Four methods are planned to identify the underground pipelines but they have limits and depend on many factors. Our investigation aims to solve the problem of reliable detection of underground networks by aggregation of the existing methods and reasoning at different abstraction levels. For that purpose, we must be able to provide an accurate geo-detection of underground networks regardless of their material, their function or the soil in which they are buried. The information collected in the field or soil by these detection methods will be merged in order to achieve and obtain an accurate and reliable single result of geo-detection. For that, we need to check independently these distinct methods and then to aggregate the information/data they provide. Besides, the first step will consists of the representation of this information into symbolic knowledge. The second step is to overcome the limitations of current methods to provide a reliable and expressive reasoning system.

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Primary Entity<\/h3>\n
<http:\/\/www.worldcat.org\/oclc\/1102009103<\/a>> # G\u00E9o-d\u00E9tection des r\u00E9seaux enterr\u00E9s par fusion de donn\u00E9es multimodales et raisonnement spatial<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:CreativeWork<\/a>, bgn:ComputerFile<\/a>, schema:MediaObject<\/a>, bgn:Thesis<\/a> ;\u00A0\u00A0\u00A0\nbgn:inSupportOf<\/a> \"Th\u00E8se de doctorat : STIC Informatique : Universit\u00E9 Grenoble Alpes (ComUE) : 2018.<\/span>\" ;\u00A0\u00A0\u00A0\nlibrary:oclcnum<\/a> \"1102009103<\/span>\" ;\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/id.loc.gov\/vocabulary\/countries\/fr<\/a>> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/dewey.info\/class\/004\/<\/a>> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Topic\/modelisation_des_donnees_informatique<\/a>> ; # Mod\u00E9lisation des donn\u00E9es (informatique)<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Thing\/georadar<\/a>> ; # G\u00E9oradar<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Thing\/reseaux_enterres<\/a>> ; # R\u00E9seaux enterr\u00E9s<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Topic\/voirie_et_reseaux_divers<\/a>> ; # Voirie et r\u00E9seaux divers<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Thing\/connaissances<\/a>> ; # Connaissances<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Topic\/radar_a_penetration_de_sol<\/a>> ; # Radar \u00E0 p\u00E9n\u00E9tration de sol<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Thing\/ontologie<\/a>> ; # Ontologie<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Thing\/raisonnement<\/a>> ; # Raisonnement<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Thing\/electromagnetique<\/a>> ; # Electromagn\u00E9tique<\/span>\n\u00A0\u00A0\u00A0\nschema:author<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Person\/hafsi_meriem_1990<\/a>> ; # Meriem Hafsi<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Person\/le_ber_florence<\/a>> ; # Florence Le Ber<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Person\/nicolas_jean_marie_1954<\/a>> ; # Jean-Marie Nicolas<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Person\/hardy_michel<\/a>> ; # Michel Hardy<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Organization\/ecole_doctorale_sciences_et_ingenierie_des_systemes_de_l_environnement_et_des_organisations_chambery<\/a>> ; # \u00C9cole doctorale sciences et ing\u00E9nierie des syst\u00E8mes, de l\'environnement et des organisations (Chamb\u00E9ry).<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Person\/dapoigny_richard<\/a>> ; # Richard Dapoigny<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Person\/brezillon_patrick_1949<\/a>> ; # Patrick Br\u00E9zillon<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Person\/bolon_philippe_1956<\/a>> ; # Philippe Bolon<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Organization\/communaute_d_universites_et_d_etablissements_universite_grenoble_alpes<\/a>> ; # Communaut\u00E9 d\'universit\u00E9s et d\'\u00E9tablissements Universit\u00E9 Grenoble Alpes.<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Organization\/laboratoire_d_informatique_systemes_traitement_de_l_information_et_de_la_connaissance_annecy<\/a>> ; # Laboratoire d\'informatique, syst\u00E8mes, traitement de l\'information et de la connaissance (Annecy).<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Person\/haemmerle_ollivier_19_enseignant_chercheur_en_informatique<\/a>> ; # enseignant-chercheur en informatique). Ollivier Haemmerl\u00E9<\/span>\n\u00A0\u00A0\u00A0\nschema:datePublished<\/a> \"2018<\/span>\" ;\u00A0\u00A0\u00A0\nschema:description<\/a> \"Our work aims to solve the problem of reliable detection of underground networks by optimization of the existing methods. Four methods are planned to identify the underground pipelines but they have limits and depend on many factors. Our investigation aims to solve the problem of reliable detection of underground networks by aggregation of the existing methods and reasoning at different abstraction levels. For that purpose, we must be able to provide an accurate geo-detection of underground networks regardless of their material, their function or the soil in which they are buried. The information collected in the field or soil by these detection methods will be merged in order to achieve and obtain an accurate and reliable single result of geo-detection. For that, we need to check independently these distinct methods and then to aggregate the information\/data they provide. Besides, the first step will consists of the representation of this information into symbolic knowledge. The second step is to overcome the limitations of current methods to provide a reliable and expressive reasoning system.<\/span>\"@fr<\/a> ;\u00A0\u00A0\u00A0\nschema:description<\/a> \"Nos travaux de recherche ont pour objectif de r\u00E9soudre le probl\u00E8me de la g\u00E9od\u00E9tection des r\u00E9seaux enterr\u00E9s. Plusieurs m\u00E9thodes sont utilis\u00E9es actuellement mais pr\u00E9sentent des limites dues \u00E0 la nature du sol, aux mat\u00E9riaux des canalisations et au produit transport\u00E9. 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<http:\/\/dewey.info\/class\/004\/<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Organization\/communaute_d_universites_et_d_etablissements_universite_grenoble_alpes<\/a>> # Communaut\u00E9 d\'universit\u00E9s et d\'\u00E9tablissements Universit\u00E9 Grenoble Alpes.<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Organization<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Communaut\u00E9 d\'universit\u00E9s et d\'\u00E9tablissements Universit\u00E9 Grenoble Alpes.<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Organization\/ecole_doctorale_sciences_et_ingenierie_des_systemes_de_l_environnement_et_des_organisations_chambery<\/a>> # \u00C9cole doctorale sciences et ing\u00E9nierie des syst\u00E8mes, de l\'environnement et des organisations (Chamb\u00E9ry).<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Organization<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"\u00C9cole doctorale sciences et ing\u00E9nierie des syst\u00E8mes, de l\'environnement et des organisations (Chamb\u00E9ry).<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Organization\/laboratoire_d_informatique_systemes_traitement_de_l_information_et_de_la_connaissance_annecy<\/a>> # Laboratoire d\'informatique, syst\u00E8mes, traitement de l\'information et de la connaissance (Annecy).<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Organization<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Laboratoire d\'informatique, syst\u00E8mes, traitement de l\'information et de la connaissance (Annecy).<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Person\/bolon_philippe_1956<\/a>> # Philippe Bolon<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:birthDate<\/a> \"1956<\/span>\" ;\u00A0\u00A0\u00A0\nschema:deathDate<\/a> \"\" ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Bolon<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Philippe<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Philippe Bolon<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Person\/brezillon_patrick_1949<\/a>> # Patrick Br\u00E9zillon<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:birthDate<\/a> \"1949<\/span>\" ;\u00A0\u00A0\u00A0\nschema:deathDate<\/a> \"\" ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Br\u00E9zillon<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Patrick<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Patrick Br\u00E9zillon<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Person\/dapoigny_richard<\/a>> # Richard Dapoigny<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Dapoigny<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Richard<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Richard Dapoigny<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Person\/haemmerle_ollivier_19_enseignant_chercheur_en_informatique<\/a>> # enseignant-chercheur en informatique). Ollivier Haemmerl\u00E9<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:birthDate<\/a> \"19..<\/span>\" ;\u00A0\u00A0\u00A0\nschema:deathDate<\/a> \";<\/span>\" ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Haemmerl\u00E9<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Ollivier<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"enseignant-chercheur en informatique). Ollivier Haemmerl\u00E9<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Person\/hafsi_meriem_1990<\/a>> # Meriem Hafsi<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:birthDate<\/a> \"1990<\/span>\" ;\u00A0\u00A0\u00A0\nschema:deathDate<\/a> \"\" ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Hafsi<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Meriem<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Meriem Hafsi<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Person\/hardy_michel<\/a>> # Michel Hardy<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Hardy<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Michel<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Michel Hardy<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Person\/le_ber_florence<\/a>> # Florence Le Ber<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Le Ber<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Florence<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Florence Le Ber<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Person\/nicolas_jean_marie_1954<\/a>> # Jean-Marie Nicolas<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:birthDate<\/a> \"1954<\/span>\" ;\u00A0\u00A0\u00A0\nschema:deathDate<\/a> \"\" ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Nicolas<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Jean-Marie<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Jean-Marie Nicolas<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Thing\/connaissances<\/a>> # Connaissances<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Connaissances<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Thing\/electromagnetique<\/a>> # Electromagn\u00E9tique<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Electromagn\u00E9tique<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Thing\/georadar<\/a>> # G\u00E9oradar<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"G\u00E9oradar<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Thing\/ontologie<\/a>> # Ontologie<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Ontologie<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Thing\/raisonnement<\/a>> # Raisonnement<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Raisonnement<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Thing\/reseaux_enterres<\/a>> # R\u00E9seaux enterr\u00E9s<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"R\u00E9seaux enterr\u00E9s<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Topic\/modelisation_des_donnees_informatique<\/a>> # Mod\u00E9lisation des donn\u00E9es (informatique)<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Mod\u00E9lisation des donn\u00E9es (informatique)<\/span>\"@fr<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Topic\/radar_a_penetration_de_sol<\/a>> # Radar \u00E0 p\u00E9n\u00E9tration de sol<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Radar \u00E0 p\u00E9n\u00E9tration de sol<\/span>\"@fr<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9121564220#Topic\/voirie_et_reseaux_divers<\/a>> # Voirie et r\u00E9seaux divers<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Voirie et r\u00E9seaux divers<\/span>\"@fr<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.loc.gov\/vocabulary\/countries\/fr<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:Place<\/a> ;\u00A0\u00A0\u00A0\ndcterms:identifier<\/a> \"fr<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/www.theses.fr\/2018GREAA024\/document<\/a>>\u00A0\u00A0\u00A0\nrdfs:comment<\/a> \"Acc\u00E8s au texte int\u00E9gral<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/www.worldcat.org\/title\/-\/oclc\/1102009103<\/a>>\u00A0\u00A0\u00A0\u00A0a \ngenont:InformationResource<\/a>, genont:ContentTypeGenericResource<\/a> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/www.worldcat.org\/oclc\/1102009103<\/a>> ; # G\u00E9o-d\u00E9tection des r\u00E9seaux enterr\u00E9s par fusion de donn\u00E9es multimodales et raisonnement spatial<\/span>\n\u00A0\u00A0\u00A0\nschema:dateModified<\/a> \"2020-10-07<\/span>\" ;\u00A0\u00A0\u00A0\nvoid:inDataset<\/a> <http:\/\/purl.oclc.org\/dataset\/WorldCat<\/a>> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n\n

Content-negotiable representations<\/p>\n