{"id":"https://openalex.org/W4310514066","doi":"https://doi.org/10.48550/arxiv.2211.16352","title":"D\u00e9couvrir de nouvelles classes dans des donn\u00e9es tabulaires","display_name":"D\u00e9couvrir de nouvelles classes dans des donn\u00e9es tabulaires","publication_year":2022,"publication_date":"2022-11-28","ids":{"openalex":"https://openalex.org/W4310514066","doi":"https://doi.org/10.48550/arxiv.2211.16352"},"language":"en","primary_location":{"id":"pmh:oai:HAL:hal-03978502v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03978502","pdf_url":"https://hal.science/hal-03978502/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"https://editions-rnti.fr/?inprocid=1002851","raw_type":"Conference papers"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-03978502/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057940803","display_name":"Colin Troisemaine","orcid":"https://orcid.org/0000-0003-2211-1767"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Troisemaine, Colin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035248717","display_name":"Joachim Flocon-Cholet","orcid":"https://orcid.org/0000-0002-6273-8196"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Flocon-Cholet, Joachim","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102979123","display_name":"St\u00e9phane Gosselin","orcid":"https://orcid.org/0000-0003-4221-2653"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gosselin, St\u00e9phane","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043411973","display_name":"Sandrine Vaton","orcid":"https://orcid.org/0000-0001-8940-6004"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vaton, Sandrine","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003560609","display_name":"Alexandre Reiffers-Masson","orcid":"https://orcid.org/0000-0002-4084-1977"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Reiffers-Masson, Alexandre","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5103118554","display_name":"Vincent Lemaire","orcid":"https://orcid.org/0000-0002-6030-2356"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lemaire, Vincent","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5057940803"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9810000061988831,"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"}},"topics":[{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9810000061988831,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9639999866485596,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9455999732017517,"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/computer-science","display_name":"Computer science","score":0.6986156702041626},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5762243270874023},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5071978569030762},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5053473114967346},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5037404894828796},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4890197217464447},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.44818946719169617},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4318731427192688},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.41273033618927},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38568395376205444},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3380069136619568},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09595519304275513},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06568121910095215}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6986156702041626},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5762243270874023},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5071978569030762},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5053473114967346},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5037404894828796},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4890197217464447},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.44818946719169617},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4318731427192688},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.41273033618927},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38568395376205444},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3380069136619568},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09595519304275513},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06568121910095215},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:HAL:hal-03978502v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03978502","pdf_url":"https://hal.science/hal-03978502/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"https://editions-rnti.fr/?inprocid=1002851","raw_type":"Conference papers"},{"id":"doi:10.48550/arxiv.2211.16352","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2211.16352","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03978502v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03978502","pdf_url":"https://hal.science/hal-03978502/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"https://editions-rnti.fr/?inprocid=1002851","raw_type":"Conference papers"},"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4310514066.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2062195135","https://openalex.org/W2795079307","https://openalex.org/W2793058541","https://openalex.org/W1983629434","https://openalex.org/W2055929693","https://openalex.org/W4324271173","https://openalex.org/W1967645776","https://openalex.org/W2352227742","https://openalex.org/W2354233396","https://openalex.org/W2594414941"],"abstract_inverted_index":{"In":[0,52],"Novel":[1],"Class":[2],"Discovery":[3],"(NCD),":[4],"the":[5,32,81,88],"goal":[6],"is":[7,102,131],"to":[8,72,79,120,135,139],"find":[9],"new":[10,59,106],"classes":[11,64,78,86],"in":[12,65,87,117],"an":[13],"unlabeled":[14],"set":[15,19],"given":[16],"a":[17,46,58,70,105,122],"labeled":[18],"of":[20,50,84,90,99],"known":[21,77],"but":[22,137],"different":[23],"classes.":[24],"While":[25],"NCD":[26,130],"has":[27,36],"recently":[28],"gained":[29],"attention":[30],"from":[31,75],"community,":[33],"no":[34],"framework":[35],"yet":[37],"been":[38],"proposed":[39],"for":[40,61,108],"heterogeneous":[41,95,140],"tabular":[42,66,91,141],"data,":[43],"despite":[44],"being":[45],"very":[47],"common":[48],"representation":[49],"data.":[51,67,142],"this":[53,100],"paper,":[54],"we":[55,113],"propose":[56],"TabularNCD,":[57],"method":[60,107,127],"discovering":[62],"novel":[63,85],"We":[68],"show":[69],"way":[71],"extract":[73],"knowledge":[74],"already":[76],"guide":[80],"discovery":[82],"process":[83,101],"context":[89],"data":[92],"which":[93],"contains":[94],"variables.":[96],"A":[97],"part":[98],"done":[103],"by":[104],"defining":[109],"pseudo":[110],"labels,":[111],"and":[112],"follow":[114],"recent":[115],"findings":[116],"Multi-Task":[118],"Learning":[119],"optimize":[121],"joint":[123],"objective":[124],"function.":[125],"Our":[126],"demonstrates":[128],"that":[129],"not":[132],"only":[133],"applicable":[134],"images":[136],"also":[138]},"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
