{"id":"https://openalex.org/W2973177992","doi":"https://doi.org/10.1007/s11263-020-01337-8","title":"Learning the Clustering of Longitudinal Shape Data Sets into a Mixture of Independent or Branching Trajectories","display_name":"Learning the Clustering of Longitudinal Shape Data Sets into a Mixture of Independent or Branching Trajectories","publication_year":2020,"publication_date":"2020-06-03","ids":{"openalex":"https://openalex.org/W2973177992","doi":"https://doi.org/10.1007/s11263-020-01337-8","mag":"2973177992"},"language":"en","primary_location":{"id":"doi:10.1007/s11263-020-01337-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11263-020-01337-8","pdf_url":null,"source":{"id":"https://openalex.org/S25538012","display_name":"International Journal of Computer Vision","issn_l":"0920-5691","issn":["0920-5691","1573-1405"],"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":"International Journal of Computer Vision","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-02283747v2/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031790878","display_name":"Vianney Debavelaere","orcid":"https://orcid.org/0000-0002-7225-0397"},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210107641","display_name":"Centre de Math\u00e9matiques Appliqu\u00e9es de l'\u00c9cole polytechnique","ror":"https://ror.org/012e1xn46","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I142476485","https://openalex.org/I4210107641","https://openalex.org/I4210141950","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Vianney Debavelaere","raw_affiliation_strings":["Centre de Math\u00e9matiques Appliqu\u00e9es, \u00c9cole polytechnique, Palaiseau, France","CMAP - Centre de Math\u00e9matiques Appliqu\u00e9es - Ecole Polytechnique (\u00c9cole Polytechnique Route de Saclay 91128 Palaiseau Cedex - France)"],"raw_orcid":"https://orcid.org/0000-0002-7225-0397","affiliations":[{"raw_affiliation_string":"Centre de Math\u00e9matiques Appliqu\u00e9es, \u00c9cole polytechnique, Palaiseau, France","institution_ids":["https://openalex.org/I142476485","https://openalex.org/I4210107641"]},{"raw_affiliation_string":"CMAP - Centre de Math\u00e9matiques Appliqu\u00e9es - Ecole Polytechnique (\u00c9cole Polytechnique Route de Saclay 91128 Palaiseau Cedex - France)","institution_ids":["https://openalex.org/I142476485","https://openalex.org/I4210107641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080254367","display_name":"Stanley Durrleman","orcid":"https://orcid.org/0000-0002-9450-6920"},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210121705","display_name":"Piti\u00e9-Salp\u00eatri\u00e8re Hospital","ror":"https://ror.org/02mh9a093","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210121705"]},{"id":"https://openalex.org/I4210152724","display_name":"Institut du Cerveau","ror":"https://ror.org/050gn5214","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210152724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Stanley Durrleman","raw_affiliation_strings":["ARAMIS Lab, Institut du Cerveau et de la Moelle \u00e9pini\u00e8re, 47 Boulevard de l\u2019H\u00f4pital, Paris, France","ARAMIS - Algorithms, models and methods for images and signals of the human brain (H\u00f4pital de la Piti\u00e9-Salp\u00eatri\u00e8re Batiment ICM 47 boulevard de l'hopital 75013 Paris - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ARAMIS Lab, Institut du Cerveau et de la Moelle \u00e9pini\u00e8re, 47 Boulevard de l\u2019H\u00f4pital, Paris, France","institution_ids":["https://openalex.org/I4210152724"]},{"raw_affiliation_string":"ARAMIS - Algorithms, models and methods for images and signals of the human brain (H\u00f4pital de la Piti\u00e9-Salp\u00eatri\u00e8re Batiment ICM 47 boulevard de l'hopital 75013 Paris - France)","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210121705","https://openalex.org/I4210152724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031106777","display_name":"St\u00e9phanie Allassonni\u00e8re","orcid":"https://orcid.org/0000-0002-5692-4945"},"institutions":[{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210092322","display_name":"Centre de Recherche des Cordeliers","ror":"https://ror.org/00dmms154","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I39804081","https://openalex.org/I4210092322"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"St\u00e9phanie Allassonni\u00e8re","raw_affiliation_strings":["Centre de Recherche des Cordeliers, Universit\u00e9 Paris Descartes, Paris, France","CRC (UMR_S_1138 / U1138) - Centre de Recherche des Cordeliers (15 rue de l'Ecole de M\u00e9decine - B\u00e2timent B - \r\n75270 Paris Cedex 06 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre de Recherche des Cordeliers, Universit\u00e9 Paris Descartes, Paris, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4210092322"]},{"raw_affiliation_string":"CRC (UMR_S_1138 / U1138) - Centre de Recherche des Cordeliers (15 rue de l'Ecole de M\u00e9decine - B\u00e2timent B - \r\n75270 Paris Cedex 06 - France)","institution_ids":["https://openalex.org/I4210092322"]}]},{"author_position":"last","author":{"id":null,"display_name":"for the Alzheimer\u2019s Disease Neuroimaging Initiative","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"for the Alzheimer\u2019s Disease Neuroimaging Initiative","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5031790878"],"corresponding_institution_ids":["https://openalex.org/I142476485","https://openalex.org/I4210107641"],"apc_list":{"value":3690,"currency":"USD","value_usd":3690},"apc_paid":null,"fwci":7.3309,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.97863532,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"128","issue":"12","first_page":"2794","last_page":"2809"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12417","display_name":"Morphological variations and asymmetry","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2608","display_name":"Geometry and Topology"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12417","display_name":"Morphological variations and asymmetry","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2608","display_name":"Geometry and Topology"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.987500011920929,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9725000262260437,"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/cluster-analysis","display_name":"Cluster analysis","score":0.650251030921936},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6041015386581421},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5699968934059143},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5251583456993103},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.43935006856918335},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36422353982925415},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3414902687072754},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33651822805404663}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.650251030921936},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6041015386581421},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5699968934059143},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5251583456993103},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.43935006856918335},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36422353982925415},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3414902687072754},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33651822805404663},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s11263-020-01337-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11263-020-01337-8","pdf_url":null,"source":{"id":"https://openalex.org/S25538012","display_name":"International Journal of Computer Vision","issn_l":"0920-5691","issn":["0920-5691","1573-1405"],"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":"International Journal of Computer Vision","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02283747v2","is_oa":true,"landing_page_url":"https://hal.science/hal-02283747","pdf_url":"https://hal.science/hal-02283747v2/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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computer Vision, 2020, 128, pp.2794-2809. &#x27E8;10.1007/s11263-020-01337-8&#x27E9;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:HAL:hal-02283747v1","is_oa":true,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-02283747","pdf_url":null,"source":{"id":"https://openalex.org/S4406922276","display_name":"INRIA a CCSD electronic archive server","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://hal.archives-ouvertes.fr/hal-02283747","raw_type":"info:eu-repo/semantics/preprint"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02283747v2","is_oa":true,"landing_page_url":"https://hal.science/hal-02283747","pdf_url":"https://hal.science/hal-02283747v2/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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computer Vision, 2020, 128, pp.2794-2809. &#x27E8;10.1007/s11263-020-01337-8&#x27E9;","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2638827649","display_name":null,"funder_award_id":"678304","funder_id":"https://openalex.org/F4320338352","funder_display_name":"FP7 Ideas: European Research Council"},{"id":"https://openalex.org/G5838787665","display_name":"PaRis Artificial Intelligence Research InstitutE","funder_award_id":"ANR-19-P3IA-0001","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320338352","display_name":"FP7 Ideas: European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2973177992.pdf","grobid_xml":"https://content.openalex.org/works/W2973177992.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W813277965","https://openalex.org/W1122875412","https://openalex.org/W1135809517","https://openalex.org/W1161134833","https://openalex.org/W1515345627","https://openalex.org/W1534370115","https://openalex.org/W1543220894","https://openalex.org/W1550411400","https://openalex.org/W1596437242","https://openalex.org/W1969714297","https://openalex.org/W2020608997","https://openalex.org/W2047939101","https://openalex.org/W2049114803","https://openalex.org/W2060373352","https://openalex.org/W2091804476","https://openalex.org/W2103857226","https://openalex.org/W2105866209","https://openalex.org/W2110759468","https://openalex.org/W2139248078","https://openalex.org/W2146932984","https://openalex.org/W2163287782","https://openalex.org/W2167098252","https://openalex.org/W2168818001","https://openalex.org/W2542323081","https://openalex.org/W2740645522","https://openalex.org/W2743901732","https://openalex.org/W2751545552","https://openalex.org/W2758135884","https://openalex.org/W2780246123","https://openalex.org/W2921385271","https://openalex.org/W2950278955","https://openalex.org/W2963663218","https://openalex.org/W3101810914","https://openalex.org/W3102756837"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2053286651","https://openalex.org/W2181743346","https://openalex.org/W2187401768","https://openalex.org/W2132641928","https://openalex.org/W2181413294","https://openalex.org/W4310225030"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":9}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
