{"id":"https://openalex.org/W4286830663","doi":null,"title":"Mod\u00e8le-s bay\u00e9s-ien-s pour la segment-ation \u00e0 deux niveau-x faible-ment super-vis-\u00e9-e","display_name":"Mod\u00e8le-s bay\u00e9s-ien-s pour la segment-ation \u00e0 deux niveau-x faible-ment super-vis-\u00e9-e","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4286830663"},"language":"fr","primary_location":{"id":"pmh:oai:HAL:hal-03701487v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-03701487","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Traitement Automatique des Langues Naturelles, 2022, Avignon, France. pp.174-182","raw_type":"info:eu-repo/semantics/conferenceObject"},"volume":null,"type":"conference-paper","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-03701487","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029820736","display_name":"Shu Okabe","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4387152856","display_name":"Laboratoire Interdisciplinaire des Sciences du Num\u00e9rique","ror":"https://ror.org/00rd81916","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4387152856"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Okabe, Shu","raw_affiliation_strings":["LISN - Laboratoire Interdisciplinaire des Sciences du Num\u00e9rique (Campus Universitaire b\u00e2t 507\r\nRue du Belv\u00e9d\u00e8re\r\n91405 Orsay cedex\r\net \r\nCampus Universitaire b\u00e2t 640\r\n1 rue Raimond Castaing\r\n91190 Gif-sur-Yvette - France)","TLP  - Traitement du Langage Parl\u00e9 - LISN (Universit\u00e9 Paris-Saclay, B\u00e2timent 507, 91405 Orsay Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LISN - Laboratoire Interdisciplinaire des Sciences du Num\u00e9rique (Campus Universitaire b\u00e2t 507\r\nRue du Belv\u00e9d\u00e8re\r\n91405 Orsay cedex\r\net \r\nCampus Universitaire b\u00e2t 640\r\n1 rue Raimond Castaing\r\n91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I4387152856"]},{"raw_affiliation_string":"TLP  - Traitement du Langage Parl\u00e9 - LISN (Universit\u00e9 Paris-Saclay, B\u00e2timent 507, 91405 Orsay Cedex - France)","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I4387152856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030615769","display_name":"Fran\u00e7ois Yvon","orcid":"https://orcid.org/0000-0002-7972-7442","observed_orcids":["https://orcid.org/0000-0002-7972-7442"]},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4387152856","display_name":"Laboratoire Interdisciplinaire des Sciences du Num\u00e9rique","ror":"https://ror.org/00rd81916","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4387152856"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yvon, Fran\u00e7ois","raw_affiliation_strings":["LISN - Laboratoire Interdisciplinaire des Sciences du Num\u00e9rique (Campus Universitaire b\u00e2t 507\r\nRue du Belv\u00e9d\u00e8re\r\n91405 Orsay cedex\r\net \r\nCampus Universitaire b\u00e2t 640\r\n1 rue Raimond Castaing\r\n91190 Gif-sur-Yvette - France)","TLP  - Traitement du Langage Parl\u00e9 - LISN (Universit\u00e9 Paris-Saclay, B\u00e2timent 507, 91405 Orsay Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LISN - Laboratoire Interdisciplinaire des Sciences du Num\u00e9rique (Campus Universitaire b\u00e2t 507\r\nRue du Belv\u00e9d\u00e8re\r\n91405 Orsay cedex\r\net \r\nCampus Universitaire b\u00e2t 640\r\n1 rue Raimond Castaing\r\n91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I4387152856"]},{"raw_affiliation_string":"TLP  - Traitement du Langage Parl\u00e9 - LISN (Universit\u00e9 Paris-Saclay, B\u00e2timent 507, 91405 Orsay Cedex - France)","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I4387152856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07154762,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"174","last_page":"182"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.47609999775886536,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.47609999775886536,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.2939000129699707,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.04699999839067459,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/weakly-supervised-segmentation","display_name":"weakly supervised segmentation","score":0.8820000290870667},{"id":"https://openalex.org/keywords/bayesian-model","display_name":"Bayesian model","score":0.7480000257492065},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"image segmentation","score":0.746999979019165}],"concepts":[{"id":"https://openalex.org/C115880899","wikidata":"https://www.wikidata.org/wiki/Q1124247","display_name":"Bay","level":2,"score":0.44631466269493103},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.4434272050857544},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.43014055490493774},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.32591307163238525},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.3221208453178406},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.2665739059448242},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.09593462944030762}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:HAL:hal-03701487v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-03701487","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Traitement Automatique des Langues Naturelles, 2022, Avignon, France. pp.174-182","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03701487v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-03701487","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Traitement Automatique des Langues Naturelles, 2022, Avignon, France. pp.174-182","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4386566494","https://openalex.org/W7152128546","https://openalex.org/W3082057656","https://openalex.org/W7214249002","https://openalex.org/W2616578547","https://openalex.org/W2962953290","https://openalex.org/W2972959582","https://openalex.org/W7100602862","https://openalex.org/W7150973573","https://openalex.org/W2808463276"],"abstract_inverted_index":{"La":[0],"segmentation":[1,30],"automatique":[2],"en":[3,6,41,58],"mots":[4],"et":[5,90],"morph\u00e8mes":[7],"est":[8,70,82],"une":[9,29,60,79],"\u00e9tape":[10],"cruciale":[11],"dans":[12,75,94],"le":[13],"processus":[14],"de":[15,54,67,71,92,100],"documentation":[16],"des":[17,32,95],"langues.":[18],"Dans":[19],"ce":[20],"travail,":[21],"nous":[22],"\u00e9tudions":[23],"plusieurs":[24],"mod\u00e8les":[25,48,74],"bay\u00e9siens":[26],"pour":[27,50],"r\u00e9aliser":[28],"conjointe":[31],"phrases":[33],"\u00e0":[34],"ces":[35,73,101],"deux":[36,47,88],"niveaux":[37],":":[38],"d\u2019une":[39],"part,":[40,57],"introduisant":[42],"un":[43,76],"couplage":[44],"d\u00e9terministe":[45],"entre":[46],"sp\u00e9cialis\u00e9s":[49],"identifier":[51],"chaque":[52],"type":[53],"fronti\u00e8res,":[55],"d\u2019autre":[56],"proposant":[59],"mod\u00e9lisation":[61],"intrins\u00e8quement":[62],"hi\u00e9rarchique.":[63],"Un":[64],"objectif":[65],"important":[66],"cette":[68],"\u00e9tude":[69],"comparer":[72,93],"sc\u00e9nario":[77],"o\u00f9":[78],"supervision":[80],"faible":[81],"disponible.":[83],"Nos":[84],"exp\u00e9riences":[85],"portent":[86],"sur":[87],"langues":[89],"permettent":[91],"conditions":[96],"r\u00e9alistes":[97],"les":[98],"m\u00e9rites":[99],"diverses":[102],"mod\u00e9lisations.":[103]},"counts_by_year":[],"updated_date":"2026-10-25T09:29:13.331239","created_date":"2022-07-24T00:00:00"}