{"id":"https://openalex.org/W4387640277","doi":"https://doi.org/10.1007/s11227-023-05634-0","title":"Unsupervised approach for an optimal representation of the latent space of a failure analysis dataset","display_name":"Unsupervised approach for an optimal representation of the latent space of a failure analysis dataset","publication_year":2023,"publication_date":"2023-10-14","ids":{"openalex":"https://openalex.org/W4387640277","doi":"https://doi.org/10.1007/s11227-023-05634-0"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-023-05634-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-023-05634-0","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal-emse.ccsd.cnrs.fr/emse-04243857/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034597799","display_name":"Abbas Rammal","orcid":"https://orcid.org/0000-0002-1289-713X"},"institutions":[{"id":"https://openalex.org/I3019848993","display_name":"Mines Saint-\u00c9tienne","ror":"https://ror.org/05a1dws80","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Abbas Rammal","raw_affiliation_strings":["Ecole des Mines de Saint-Etienne, Mathematics and Industrial Engineering, Organisation and Environmental Engineering, Henri FAYOL institute, 42023, Saint-\u00c9tienne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole des Mines de Saint-Etienne, Mathematics and Industrial Engineering, Organisation and Environmental Engineering, Henri FAYOL institute, 42023, Saint-\u00c9tienne, France","institution_ids":["https://openalex.org/I3019848993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076445170","display_name":"Kenneth Ezukwoke","orcid":"https://orcid.org/0009-0004-9709-0053"},"institutions":[{"id":"https://openalex.org/I3019848993","display_name":"Mines Saint-\u00c9tienne","ror":"https://ror.org/05a1dws80","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Kenneth Ezukwoke","raw_affiliation_strings":["Ecole des Mines de Saint-Etienne, Mathematics and Industrial Engineering, Organisation and Environmental Engineering, Henri FAYOL institute, 42023, Saint-\u00c9tienne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole des Mines de Saint-Etienne, Mathematics and Industrial Engineering, Organisation and Environmental Engineering, Henri FAYOL institute, 42023, Saint-\u00c9tienne, France","institution_ids":["https://openalex.org/I3019848993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070864185","display_name":"Anis Hoayek","orcid":null},"institutions":[{"id":"https://openalex.org/I3019848993","display_name":"Mines Saint-\u00c9tienne","ror":"https://ror.org/05a1dws80","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Anis Hoayek","raw_affiliation_strings":["Ecole des Mines de Saint-Etienne, Mathematics and Industrial Engineering, Organisation and Environmental Engineering, Henri FAYOL institute, 42023, Saint-\u00c9tienne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole des Mines de Saint-Etienne, Mathematics and Industrial Engineering, Organisation and Environmental Engineering, Henri FAYOL institute, 42023, Saint-\u00c9tienne, France","institution_ids":["https://openalex.org/I3019848993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112103292","display_name":"Mireille Batton\u2010Hubert","orcid":null},"institutions":[{"id":"https://openalex.org/I3019848993","display_name":"Mines Saint-\u00c9tienne","ror":"https://ror.org/05a1dws80","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mireille Batton-Hubert","raw_affiliation_strings":["Ecole des Mines de Saint-Etienne, Mathematics and Industrial Engineering, Organisation and Environmental Engineering, Henri FAYOL institute, 42023, Saint-\u00c9tienne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole des Mines de Saint-Etienne, Mathematics and Industrial Engineering, Organisation and Environmental Engineering, Henri FAYOL institute, 42023, Saint-\u00c9tienne, France","institution_ids":["https://openalex.org/I3019848993"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034597799"],"corresponding_institution_ids":["https://openalex.org/I3019848993"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.39,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68584353,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"80","issue":"5","first_page":"5923","last_page":"5949"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9567000269889832,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9175999760627747,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.8733624219894409},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7688082456588745},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6862761974334717},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5707577466964722},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.5619847178459167},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.542176365852356},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49303099513053894},{"id":"https://openalex.org/keywords/mixture-model","display_name":"Mixture model","score":0.48247936367988586},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.4257553815841675},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4210103154182434},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.413750559091568},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3712214231491089},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.13504692912101746}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8733624219894409},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7688082456588745},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6862761974334717},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5707577466964722},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5619847178459167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.542176365852356},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49303099513053894},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.48247936367988586},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.4257553815841675},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4210103154182434},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.413750559091568},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3712214231491089},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.13504692912101746}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11227-023-05634-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-023-05634-0","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:emse-04243857v1","is_oa":true,"landing_page_url":"https://hal-emse.ccsd.cnrs.fr/emse-04243857","pdf_url":"https://hal-emse.ccsd.cnrs.fr/emse-04243857/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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Supercomputing, 2024, ⟨10.1007/s11227-023-05634-0⟩","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:emse-04243857v1","is_oa":true,"landing_page_url":"https://hal-emse.ccsd.cnrs.fr/emse-04243857","pdf_url":"https://hal-emse.ccsd.cnrs.fr/emse-04243857/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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Supercomputing, 2024, ⟨10.1007/s11227-023-05634-0⟩","raw_type":"Journal articles"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/16"},{"display_name":"Reduced inequalities","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4387640277.pdf"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W82771173","https://openalex.org/W584125963","https://openalex.org/W1539694548","https://openalex.org/W1970180310","https://openalex.org/W1982789392","https://openalex.org/W1982949564","https://openalex.org/W1983753875","https://openalex.org/W1987971958","https://openalex.org/W1996195892","https://openalex.org/W1996747841","https://openalex.org/W2000117996","https://openalex.org/W2029064186","https://openalex.org/W2030463632","https://openalex.org/W2040104179","https://openalex.org/W2051224630","https://openalex.org/W2052779929","https://openalex.org/W2053503966","https://openalex.org/W2068833644","https://openalex.org/W2084169316","https://openalex.org/W2085487226","https://openalex.org/W2092782467","https://openalex.org/W2117897510","https://openalex.org/W2122689321","https://openalex.org/W2170428215","https://openalex.org/W2254039850","https://openalex.org/W2256402231","https://openalex.org/W2508503857","https://openalex.org/W2883843133","https://openalex.org/W3002312850","https://openalex.org/W3034940206","https://openalex.org/W3169245513","https://openalex.org/W3197784166","https://openalex.org/W4214867578","https://openalex.org/W4238356565","https://openalex.org/W4250857377","https://openalex.org/W4300672471"],"related_works":["https://openalex.org/W4310873165","https://openalex.org/W2355395139","https://openalex.org/W2002563186","https://openalex.org/W1995622179","https://openalex.org/W1484111231","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}