{"id":"https://openalex.org/W4413473547","doi":"https://doi.org/10.1007/978-3-032-02088-8_19","title":"A Divisive Unsupervised Feature Selection Approach for\u00a0Explainable Remaining Useful Life Prediction","display_name":"A Divisive Unsupervised Feature Selection Approach for\u00a0Explainable Remaining Useful Life Prediction","publication_year":2025,"publication_date":"2025-08-18","ids":{"openalex":"https://openalex.org/W4413473547","doi":"https://doi.org/10.1007/978-3-032-02088-8_19"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-02088-8_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-02088-8_19","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091884701","display_name":"M. Ndao","orcid":"https://orcid.org/0009-0009-9507-1955"},"institutions":[{"id":"https://openalex.org/I40434647","display_name":"Universit\u00e9 Paris Nanterre","ror":"https://ror.org/013bkhk48","country_code":"FR","type":"education","lineage":["https://openalex.org/I40434647"]},{"id":"https://openalex.org/I4210145724","display_name":"Centre d'Etudes et De Recherche en Informatique et Communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Mouhamadou Lamine Ndao","raw_affiliation_strings":["Laboratoire CEDRIC MSDMA, Paris, France","Laboratoire LINEACT CESI, Nanterre, France","CEDRIC - MSDMA - CEDRIC. M\u00e9thodes statistiques de data-mining et apprentissage (France)","LINEACT - Laboratoire d'Innovation Num\u00e9rique pour les Entreprises et les Apprentissages au service de la Comp\u00e9titivit\u00e9 des Territoires (France)"],"raw_orcid":"https://orcid.org/0009-0009-9507-1955","affiliations":[{"raw_affiliation_string":"Laboratoire CEDRIC MSDMA, Paris, France","institution_ids":["https://openalex.org/I4210145724"]},{"raw_affiliation_string":"Laboratoire LINEACT CESI, Nanterre, France","institution_ids":["https://openalex.org/I40434647"]},{"raw_affiliation_string":"CEDRIC - MSDMA - CEDRIC. M\u00e9thodes statistiques de data-mining et apprentissage (France)","institution_ids":["https://openalex.org/I4210145724"]},{"raw_affiliation_string":"LINEACT - Laboratoire d'Innovation Num\u00e9rique pour les Entreprises et les Apprentissages au service de la Comp\u00e9titivit\u00e9 des Territoires (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089485940","display_name":"Genane Youness","orcid":"https://orcid.org/0009-0003-9038-3489"},"institutions":[{"id":"https://openalex.org/I40434647","display_name":"Universit\u00e9 Paris Nanterre","ror":"https://ror.org/013bkhk48","country_code":"FR","type":"education","lineage":["https://openalex.org/I40434647"]},{"id":"https://openalex.org/I4210145724","display_name":"Centre d'Etudes et De Recherche en Informatique et Communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Genane Youness","raw_affiliation_strings":["Laboratoire CEDRIC MSDMA, Paris, France","Laboratoire LINEACT CESI, Nanterre, France","LINEACT - Laboratoire d'Innovation Num\u00e9rique pour les Entreprises et les Apprentissages au service de la Comp\u00e9titivit\u00e9 des Territoires (France)","CEDRIC - MSDMA - CEDRIC. M\u00e9thodes statistiques de data-mining et apprentissage (France)"],"raw_orcid":"https://orcid.org/0009-0003-9038-3489","affiliations":[{"raw_affiliation_string":"Laboratoire CEDRIC MSDMA, Paris, France","institution_ids":["https://openalex.org/I4210145724"]},{"raw_affiliation_string":"Laboratoire LINEACT CESI, Nanterre, France","institution_ids":["https://openalex.org/I40434647"]},{"raw_affiliation_string":"LINEACT - Laboratoire d'Innovation Num\u00e9rique pour les Entreprises et les Apprentissages au service de la Comp\u00e9titivit\u00e9 des Territoires (France)","institution_ids":[]},{"raw_affiliation_string":"CEDRIC - MSDMA - CEDRIC. M\u00e9thodes statistiques de data-mining et apprentissage (France)","institution_ids":["https://openalex.org/I4210145724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015160264","display_name":"Nd\u00e8ye Niang","orcid":"https://orcid.org/0000-0002-6109-9935"},"institutions":[{"id":"https://openalex.org/I4210145724","display_name":"Centre d'Etudes et De Recherche en Informatique et Communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nd\u00e8ye Niang","raw_affiliation_strings":["Laboratoire CEDRIC MSDMA, Paris, France","CEDRIC - MSDMA - CEDRIC. M\u00e9thodes statistiques de data-mining et apprentissage (France)"],"raw_orcid":"https://orcid.org/0000-0002-6109-9935","affiliations":[{"raw_affiliation_string":"Laboratoire CEDRIC MSDMA, Paris, France","institution_ids":["https://openalex.org/I4210145724"]},{"raw_affiliation_string":"CEDRIC - MSDMA - CEDRIC. M\u00e9thodes statistiques de data-mining et apprentissage (France)","institution_ids":["https://openalex.org/I4210145724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019375557","display_name":"Gilbert Saporta","orcid":"https://orcid.org/0000-0002-3406-5887"},"institutions":[{"id":"https://openalex.org/I4210145724","display_name":"Centre d'Etudes et De Recherche en Informatique et Communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gilbert Saporta","raw_affiliation_strings":["Laboratoire CEDRIC MSDMA, Paris, France","CEDRIC - MSDMA - CEDRIC. M\u00e9thodes statistiques de data-mining et apprentissage (France)"],"raw_orcid":"https://orcid.org/0000-0002-3406-5887","affiliations":[{"raw_affiliation_string":"Laboratoire CEDRIC MSDMA, Paris, France","institution_ids":["https://openalex.org/I4210145724"]},{"raw_affiliation_string":"CEDRIC - MSDMA - CEDRIC. M\u00e9thodes statistiques de data-mining et apprentissage (France)","institution_ids":["https://openalex.org/I4210145724"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5091884701"],"corresponding_institution_ids":["https://openalex.org/I40434647","https://openalex.org/I4210145724"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.46101503,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"270","last_page":"286"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12011","display_name":"Insurance, Mortality, Demography, Risk Management","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12011","display_name":"Insurance, Mortality, Demography, Risk Management","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12394","display_name":"Insurance and Financial Risk Management","score":0.9297000169754028,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12296","display_name":"Autopsy Techniques and Outcomes","score":0.9186999797821045,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8472557067871094},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6969373822212219},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6053231954574585},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5845004916191101},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4681817591190338},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4470175504684448},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44198063015937805}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8472557067871094},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6969373822212219},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6053231954574585},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5845004916191101},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4681817591190338},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4470175504684448},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44198063015937805},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-032-02088-8_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-02088-8_19","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-05229009v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05229009","pdf_url":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Database and Expert Systems Applications. DEXA 2025, Aug 2025, Bangkok, Thailand. pp.270-286, ⟨10.1007/978-3-032-02088-8_19⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.5799999833106995,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1853119737","https://openalex.org/W2019505419","https://openalex.org/W2052231400","https://openalex.org/W2064675550","https://openalex.org/W2128728535","https://openalex.org/W2143481518","https://openalex.org/W2171558600","https://openalex.org/W2177066871","https://openalex.org/W2282821441","https://openalex.org/W2603225712","https://openalex.org/W2799972844","https://openalex.org/W2942214939","https://openalex.org/W3178517998","https://openalex.org/W4317623110","https://openalex.org/W4377020175","https://openalex.org/W4387010812","https://openalex.org/W4389497068","https://openalex.org/W4391317716","https://openalex.org/W4400105251","https://openalex.org/W4405802074","https://openalex.org/W4406970954","https://openalex.org/W6606022952"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W3147584709","https://openalex.org/W2134699697","https://openalex.org/W3017188156","https://openalex.org/W2322875716","https://openalex.org/W2961085424","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-26T13:28:51.108037","created_date":"2025-10-10T00:00:00"}