{"id":"https://openalex.org/W2973111052","doi":"https://doi.org/10.1007/978-3-030-26142-9_10","title":"Deep Architectures for Joint Clustering and Visualization with Self-organizing Maps","display_name":"Deep Architectures for Joint Clustering and Visualization with Self-organizing Maps","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2973111052","doi":"https://doi.org/10.1007/978-3-030-26142-9_10","mag":"2973111052"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-26142-9_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-26142-9_10","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/A5027132281","display_name":"Florent Forest","orcid":"https://orcid.org/0000-0001-6878-8752"},"institutions":[{"id":"https://openalex.org/I4210165303","display_name":"Safran (France)","ror":"https://ror.org/05sqf9v67","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210165303"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Florent Forest","raw_affiliation_strings":["Safran Aircraft Engines, 77550, Moissy-Cramayel, France","Universit\u00e9 Paris 13, Laboratoire d\u2019Informatique de Paris-Nord (LIPN), 93430, Villetaneuse, France","Universit\u00e9 Paris 13, Laboratoire d'Informatique de Paris-Nord (LIPN), 93430, Villetaneuse, France"],"affiliations":[{"raw_affiliation_string":"Safran Aircraft Engines, 77550, Moissy-Cramayel, France","institution_ids":["https://openalex.org/I4210165303"]},{"raw_affiliation_string":"Universit\u00e9 Paris 13, Laboratoire d\u2019Informatique de Paris-Nord (LIPN), 93430, Villetaneuse, France","institution_ids":["https://openalex.org/I4210156583","https://openalex.org/I4210091279"]},{"raw_affiliation_string":"Universit\u00e9 Paris 13, Laboratoire d'Informatique de Paris-Nord (LIPN), 93430, Villetaneuse, France","institution_ids":["https://openalex.org/I4210156583","https://openalex.org/I4210091279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023422312","display_name":"Mustapha Lebbah","orcid":"https://orcid.org/0000-0001-7245-6371"},"institutions":[{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mustapha Lebbah","raw_affiliation_strings":["Universit\u00e9 Paris 13, Laboratoire d\u2019Informatique de Paris-Nord (LIPN), 93430, Villetaneuse, France","Universit\u00e9 Paris 13, Laboratoire d'Informatique de Paris-Nord (LIPN), 93430, Villetaneuse, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris 13, Laboratoire d\u2019Informatique de Paris-Nord (LIPN), 93430, Villetaneuse, France","institution_ids":["https://openalex.org/I4210156583","https://openalex.org/I4210091279"]},{"raw_affiliation_string":"Universit\u00e9 Paris 13, Laboratoire d'Informatique de Paris-Nord (LIPN), 93430, Villetaneuse, France","institution_ids":["https://openalex.org/I4210156583","https://openalex.org/I4210091279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047336564","display_name":"Hanane Azzag","orcid":"https://orcid.org/0000-0001-6876-0688"},"institutions":[{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hanane Azzag","raw_affiliation_strings":["Universit\u00e9 Paris 13, Laboratoire d\u2019Informatique de Paris-Nord (LIPN), 93430, Villetaneuse, France","Universit\u00e9 Paris 13, Laboratoire d'Informatique de Paris-Nord (LIPN), 93430, Villetaneuse, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris 13, Laboratoire d\u2019Informatique de Paris-Nord (LIPN), 93430, Villetaneuse, France","institution_ids":["https://openalex.org/I4210156583","https://openalex.org/I4210091279"]},{"raw_affiliation_string":"Universit\u00e9 Paris 13, Laboratoire d'Informatique de Paris-Nord (LIPN), 93430, Villetaneuse, France","institution_ids":["https://openalex.org/I4210156583","https://openalex.org/I4210091279"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063545602","display_name":"J\u00e9r\u00f4me Lacaille","orcid":"https://orcid.org/0000-0003-0743-025X"},"institutions":[{"id":"https://openalex.org/I4210165303","display_name":"Safran (France)","ror":"https://ror.org/05sqf9v67","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210165303"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J\u00e9r\u00f4me Lacaille","raw_affiliation_strings":["Safran Aircraft Engines, 77550, Moissy-Cramayel, France"],"affiliations":[{"raw_affiliation_string":"Safran Aircraft Engines, 77550, Moissy-Cramayel, France","institution_ids":["https://openalex.org/I4210165303"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5027132281"],"corresponding_institution_ids":["https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210165303"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.7563,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.92587209,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"105","last_page":"116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9965999722480774,"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/T10320","display_name":"Neural Networks and Applications","score":0.9965999722480774,"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/T10057","display_name":"Face and Expression Recognition","score":0.9941999912261963,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9932000041007996,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8392789363861084},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.8311136960983276},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.829322099685669},{"id":"https://openalex.org/keywords/self-organizing-map","display_name":"Self-organizing map","score":0.6467108130455017},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6081273555755615},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.5573027729988098},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.551223635673523},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.444997638463974},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.42378681898117065},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4206005334854126},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4064979553222656},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3204326331615448}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8392789363861084},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8311136960983276},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.829322099685669},{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.6467108130455017},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6081273555755615},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5573027729988098},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.551223635673523},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.444997638463974},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.42378681898117065},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4206005334854126},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4064979553222656},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3204326331615448}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-26142-9_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-26142-9_10","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-04510497v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04510497","pdf_url":null,"source":{"id":"https://openalex.org/S4406922398","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Trends and Applications in Knowledge Discovery and Data Mining. PAKDD 2019, 11607, Springer International Publishing, pp.105-116, 2019, Lecture Notes in Computer Science, &#x27E8;10.1007/978-3-030-26142-9_10&#x27E9;","raw_type":"Proceedings"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W65738273","https://openalex.org/W1933441239","https://openalex.org/W1990517717","https://openalex.org/W2025682077","https://openalex.org/W2064675550","https://openalex.org/W2112796928","https://openalex.org/W2150102617","https://openalex.org/W2730106296","https://openalex.org/W2741943936","https://openalex.org/W2784962210","https://openalex.org/W2787109437","https://openalex.org/W2792764867","https://openalex.org/W2886255780","https://openalex.org/W2950803263","https://openalex.org/W2952453038","https://openalex.org/W2962852342","https://openalex.org/W2963799213","https://openalex.org/W2964074409","https://openalex.org/W2964121744","https://openalex.org/W3022351671","https://openalex.org/W3102133842","https://openalex.org/W6600480908","https://openalex.org/W6603376977","https://openalex.org/W6606960104"],"related_works":["https://openalex.org/W4310873165","https://openalex.org/W2355395139","https://openalex.org/W3162910294","https://openalex.org/W2196560602","https://openalex.org/W1974303229","https://openalex.org/W2962997812","https://openalex.org/W1692134900","https://openalex.org/W783379390","https://openalex.org/W2126442420","https://openalex.org/W3196630240"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
