{"id":"https://openalex.org/W7125624924","doi":null,"title":"Une Approche de D\u00e9tection des D\u00e9fauts de D\u00e9veloppement dans les Programmes Orient\u00e9s Objets","display_name":"Une Approche de D\u00e9tection des D\u00e9fauts de D\u00e9veloppement dans les Programmes Orient\u00e9s Objets","publication_year":2025,"publication_date":"2025-09-05","ids":{"openalex":"https://openalex.org/W7125624924"},"language":"fr","primary_location":{"id":"pmh:oai:HAL:tel-05386221v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/tel-05386221v1","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":"Informatique [cs]. Universit\u00e9 F\u00e9lix Houphou\u00ebt-Boigny (Abidjan - C\u00f4te d'Ivoire), 2025. Fran\u00e7ais. ⟨NNT : ⟩","raw_type":"info:eu-repo/semantics/doctoralThesis"},"parent_works":[],"lineage":["https://openalex.org/W7125624924"],"child_works_count":0,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/tel-05386221v1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5094023543","display_name":"Maxime Seraphin Gnagne","orcid":"https://orcid.org/0009-0009-4676-6355","observed_orcids":["https://orcid.org/0009-0009-4676-6355"]},"institutions":[{"id":"https://openalex.org/I48615539","display_name":"Universit\u00e9 F\u00e9lix Houphou\u00ebt-Boigny","ror":"https://ror.org/03haqmz43","country_code":"CI","type":"education","lineage":["https://openalex.org/I48615539"]}],"countries":["CI"],"is_corresponding":true,"raw_author_name":"Gnagne, Maxime, Seraphin","raw_affiliation_strings":["UFHB - Universit\u00e9 F\u00e9lix Houphou\u00ebt-Boigny [Abidjan, C\u00f4te d'Ivoire] (22 BP 582 Abidjan 22 - C\u00f4te d'Ivoire)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UFHB - Universit\u00e9 F\u00e9lix Houphou\u00ebt-Boigny [Abidjan, C\u00f4te d'Ivoire] (22 BP 582 Abidjan 22 - C\u00f4te d'Ivoire)","institution_ids":["https://openalex.org/I48615539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5094023543"],"corresponding_institution_ids":["https://openalex.org/I48615539"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":"494","last_page":"510"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10260","display_name":"Software Engineering Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/object-oriented-software","display_name":"object-oriented software","score":0.7739999890327454},{"id":"https://openalex.org/keywords/structural-defects","display_name":"structural defects","score":0.8220000267028809},{"id":"https://openalex.org/keywords/behavioral-defects","display_name":"behavioral defects","score":0.8830000162124634},{"id":"https://openalex.org/keywords/isolation-forest","display_name":"Isolation Forest","score":0.9639999866485596},{"id":"https://openalex.org/keywords/variational-autoencoder","display_name":"variational autoencoder","score":0.7269999980926514},{"id":"https://openalex.org/keywords/expert-validation","display_name":"expert validation","score":0.5180000066757202},{"id":"https://openalex.org/keywords/apache-ant","display_name":"Apache Ant","score":0.5690000057220459},{"id":"https://openalex.org/keywords/software-maintenance","display_name":"software maintenance","score":0.5720000267028809},{"id":"https://openalex.org/keywords/defect-detection","display_name":"defect detection","score":0.49900001287460327},{"id":"https://openalex.org/keywords/class-coupling","display_name":"class coupling","score":0.5540000200271606},{"id":"https://openalex.org/keywords/cyclomatic-complexity","display_name":"cyclomatic complexity","score":0.5960000157356262}],"concepts":[{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.6577000021934509},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6342999935150146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6194000244140625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5351999998092651},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5063999891281128},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.47699999809265137},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4726000130176544},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41499999165534973},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3921999931335449},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.38359999656677246},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3822000026702881},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.37689998745918274},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36640000343322754},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34769999980926514},{"id":"https://openalex.org/C2989486834","wikidata":"https://www.wikidata.org/wiki/Q3808900","display_name":"True positive rate","level":2,"score":0.29350000619888306},{"id":"https://openalex.org/C2986577269","wikidata":"https://www.wikidata.org/wiki/Q11306265","display_name":"Random noise","level":2,"score":0.28529998660087585},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.25369998812675476},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.25130000710487366}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:HAL:tel-05386221v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/tel-05386221v1","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":"Informatique [cs]. Universit\u00e9 F\u00e9lix Houphou\u00ebt-Boigny (Abidjan - C\u00f4te d'Ivoire), 2025. Fran\u00e7ais. ⟨NNT : ⟩","raw_type":"info:eu-repo/semantics/doctoralThesis"}],"best_oa_location":{"id":"pmh:oai:HAL:tel-05386221v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/tel-05386221v1","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":"Informatique [cs]. Universit\u00e9 F\u00e9lix Houphou\u00ebt-Boigny (Abidjan - C\u00f4te d'Ivoire), 2025. Fran\u00e7ais. ⟨NNT : ⟩","raw_type":"info:eu-repo/semantics/doctoralThesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7164919478","https://openalex.org/W7152564833","https://openalex.org/W7140887514","https://openalex.org/W7151469809","https://openalex.org/W7155665290","https://openalex.org/W37293407","https://openalex.org/W654548011","https://openalex.org/W1572943522","https://openalex.org/W7126277805","https://openalex.org/W2910718429"],"abstract_inverted_index":{"Les":[0,152],"d\u00e9fauts":[1,72,95,144],"de":[2,50,106,116,131,133,146,197,230,241,292,302,307],"d\u00e9veloppement":[3],"dans":[4,223,262],"les":[5,76,80,94,185,258,277],"programmes":[6],"orient\u00e9s":[7],"objets":[8],"compliquent":[9],"consid\u00e9rablement":[10],"la":[11,17,28,30,60,69,141],"maintenance":[12],"des":[13,19,62,71,143,162,187,195,200,290],"logiciels":[14],"et":[15,32,97,149,286,295],"d\u00e9gradent":[16],"qualit\u00e9":[18],"applications":[20],"con\u00e7ues.":[21],"Ils":[22],"peuvent":[23,39],"\u00eatre":[24,41],"observ\u00e9s":[25],"\u00e0":[26,46,91,170,194,249],"travers":[27],"structure,":[29],"s\u00e9mantique":[31],"le":[33,224],"comportement":[34],"du":[35,48],"code":[36],"source,":[37],"mais":[38,165],"\u00e9galement":[40],"mis":[42,182],"en":[43,74,172,183],"\u00e9vidence":[44],"gr\u00e2ce":[45],"l\u2019historique":[47],"processus":[49],"d\u00e9veloppement.":[51],"Leur":[52],"d\u00e9tection":[53,70,86,142],"s\u2019impose":[54],"donc":[55],"comme":[56],"une":[57,85,108,125,177,212,269,288],"n\u00e9cessit\u00e9.":[58],"Cependant,":[59],"majorit\u00e9":[61],"approches":[63,260],"existantes":[64],"se":[65],"concentrent":[66],"essentiellement":[67],"sur":[68,128,161,268,287],"structurels,":[73],"n\u00e9gligeant":[75],"autres":[77],"formes.":[78],"M\u00eame":[79],"rares":[81],"travaux":[82],"qui":[83,217,274,299],"tentent":[84],"\u00e9largie":[87],"ne":[88],"parviennent":[89],"pas":[90],"couvrir":[92],"simultan\u00e9ment":[93],"structurels":[96,145],"comportementaux.":[98],"Dans":[99,118,176],"cette":[100],"optique,":[101],"notre":[102],"objectif":[103],"a":[104,218,300],"\u00e9t\u00e9":[105,246],"concevoir":[107],"approche":[109],"capable":[110],"d\u2019identifier":[111,220],"conjointement":[112],"ces":[113,308],"deux":[114,259],"cat\u00e9gories":[115],"d\u00e9fauts.":[117],"un":[119,129,263],"premier":[120],"temps,":[121],"nous":[122,180,206,255],"avons":[123,181,207,256],"propos\u00e9":[124],"solution":[126],"fond\u00e9e":[127],"bagging":[130],"r\u00e9seaux":[132],"neurones":[134],"denses,":[135],"d\u00e9nomm\u00e9e":[136],"Random":[137,156,159],"Maxnet,":[138],"afin":[139],"d\u2019am\u00e9liorer":[140],"type":[147],"Blob":[148],"Long":[150],"Method.":[151],"r\u00e9sultats":[153],"montrent":[154],"que":[155,166,232,305],"Maxnet":[157],"surpasse":[158],"Forest":[160,210],"donn\u00e9es":[163,198],"\u00e9quilibr\u00e9es,":[164],"cet":[167],"avantage":[168],"tend":[169],"s\u2019att\u00e9nuer":[171],"pr\u00e9sence":[173],"d\u2019un":[174,251],"d\u00e9s\u00e9quilibre.":[175],"seconde":[178],"approche,":[179],"lumi\u00e8re":[184],"limites":[186],"m\u00e9thodes":[188,283],"d\u2019isolation":[189,284],"classiques":[190],"lorsqu\u2019elles":[191],"sont":[192],"appliqu\u00e9es":[193],"ensembles":[196],"contenant":[199],"observations":[201],"isomorphes.":[202],"Pour":[203],"y":[204],"rem\u00e9dier,":[205],"combin\u00e9":[208],"l\u2019Isolation":[209],"avec":[211,239],"validation":[213],"manuelle":[214],"d\u2019experts,":[215],"ce":[216],"permis":[219],"34":[221],"Poltergeists":[222],"projet":[225],"Apache-Ant":[226],"1.6.2,":[227],"soit":[228],"9":[229],"plus":[231],"ceux":[233],"r\u00e9pertori\u00e9s":[234],"jusqu\u2019alors.":[235],"Ces":[236],"r\u00e9sultats,":[237],"obtenus":[238],"l\u2019appui":[240],"l\u2019expertise":[242],"humaine,":[243],"ont":[244],"ensuite":[245],"valid\u00e9s":[247],"automatiquement":[248],"l\u2019aide":[250],"\u03b2-autoencodeur":[252],"variationnel.":[253],"Enfin,":[254],"synth\u00e9tis\u00e9":[257],"pr\u00e9c\u00e9dentes":[261],"mod\u00e8le":[264],"int\u00e9gr\u00e9.":[265],"Celui-ci":[266],"repose":[267],"nouvelle":[270],"m\u00e9thode":[271],"d\u2019isolation,":[272],"IsolationPlus,":[273],"r\u00e9duit":[275],"significativement":[276],"faux":[278],"positifs":[279],"par":[280],"rapport":[281],"aux":[282],"existantes,":[285],"agr\u00e9gation":[289],"techniques":[291,309],"bagging,":[293],"boosting":[294],"stacking,":[296],"appel\u00e9e":[297],"DetectDev,":[298],"d\u00e9montr\u00e9":[301],"meilleures":[303],"performances":[304],"chacune":[306],"prises":[310],"isol\u00e9ment.":[311]},"counts_by_year":[],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2026-01-25T00:00:00"}