{"id":"https://openalex.org/W1492809515","doi":"https://doi.org/10.1007/978-3-319-02999-3_2","title":"Nonparametric Hierarchical Clustering of Functional Data","display_name":"Nonparametric Hierarchical Clustering of Functional Data","publication_year":2013,"publication_date":"2013-10-25","ids":{"openalex":"https://openalex.org/W1492809515","doi":"https://doi.org/10.1007/978-3-319-02999-3_2","mag":"1492809515"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-02999-3_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-02999-3_2","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1407.0612","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111936967","display_name":"Marc Boull\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marc Boull\u00e9","raw_affiliation_strings":["Orange Labs, 2 av. Pierre Marzin, 22300, Lannion, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Orange Labs, 2 av. Pierre Marzin, 22300, Lannion, France","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035622105","display_name":"Romain Guigour\u00e8s","orcid":null},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]},{"id":"https://openalex.org/I51101395","display_name":"Universit\u00e9 Paris 1 Panth\u00e9on-Sorbonne","ror":"https://ror.org/002t25c44","country_code":"FR","type":"education","lineage":["https://openalex.org/I51101395"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Romain Guigour\u00e8s","raw_affiliation_strings":["Orange Labs, 2 av. Pierre Marzin, 22300, Lannion, France","SAMM EA 4543, Universit\u00e9 Paris 1, 90 rue de Tolbiac, 75013, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Orange Labs, 2 av. Pierre Marzin, 22300, Lannion, France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"SAMM EA 4543, Universit\u00e9 Paris 1, 90 rue de Tolbiac, 75013, Paris, France","institution_ids":["https://openalex.org/I51101395"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069766194","display_name":"Fabrice Rossi","orcid":"https://orcid.org/0000-0003-4638-1286"},"institutions":[{"id":"https://openalex.org/I51101395","display_name":"Universit\u00e9 Paris 1 Panth\u00e9on-Sorbonne","ror":"https://ror.org/002t25c44","country_code":"FR","type":"education","lineage":["https://openalex.org/I51101395"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fabrice Rossi","raw_affiliation_strings":["SAMM EA 4543, Universit\u00e9 Paris 1, 90 rue de Tolbiac, 75013, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SAMM EA 4543, Universit\u00e9 Paris 1, 90 rue de Tolbiac, 75013, Paris, France","institution_ids":["https://openalex.org/I51101395"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9117,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.79428571,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"15","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9991999864578247,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9991999864578247,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9901000261306763,"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/T11106","display_name":"Data Management and Algorithms","score":0.9743000268936157,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.7376809120178223},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6655194759368896},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.5940766334533691},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.576568067073822},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5040013194084167},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42247509956359863},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36127278208732605},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3453516960144043},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27680373191833496},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.23082849383354187}],"concepts":[{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.7376809120178223},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6655194759368896},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.5940766334533691},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.576568067073822},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5040013194084167},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42247509956359863},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36127278208732605},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3453516960144043},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27680373191833496},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.23082849383354187}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1007/978-3-319-02999-3_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-02999-3_2","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:1407.0612","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1407.0612","pdf_url":"https://arxiv.org/pdf/1407.0612","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.654.3390","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.654.3390","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://apiacoa.org/publications/2014/boulleguigouresetal2014nonparametric-hierarchical.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.659.3412","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.659.3412","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://hal.archives-ouvertes.fr/hal-01017553/document/","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.661.1234","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.661.1234","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://perso.rd.francetelecom.fr/boulle/publications/BoulleEtAlAKDM14.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.766.6508","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.766.6508","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arxiv.org/pdf/1407.0612.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:hal-01017553v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01017553","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Guillet, Fabrice and Pinaud, Bruno and Venturini, Gilles and Zighed, Djamel Abdelkader. Advances in Knowledge Discovery and Management, Springer International Publishing, pp.15-35, 2014, Studies in Computational Intelligence, 978-3-319-02998-6. &#x27E8;10.1007/978-3-319-02999-3_2&#x27E9;","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1407.0612","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1407.0612","pdf_url":"https://arxiv.org/pdf/1407.0612","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1489950266","https://openalex.org/W1583788335","https://openalex.org/W1981276685","https://openalex.org/W1995639191","https://openalex.org/W2030490597","https://openalex.org/W2054658115","https://openalex.org/W2060138232","https://openalex.org/W2069657950","https://openalex.org/W2080972498","https://openalex.org/W2091910201","https://openalex.org/W2099111195","https://openalex.org/W2113893266","https://openalex.org/W2116425140","https://openalex.org/W2120062331","https://openalex.org/W2127498532","https://openalex.org/W2141346229","https://openalex.org/W2150097763","https://openalex.org/W2164835120","https://openalex.org/W2169967891","https://openalex.org/W2327975631","https://openalex.org/W2986057930","https://openalex.org/W3016843226","https://openalex.org/W3021971632","https://openalex.org/W3104461949","https://openalex.org/W4251668937","https://openalex.org/W4292156489"],"related_works":["https://openalex.org/W4243114048","https://openalex.org/W2529605301","https://openalex.org/W4237896776","https://openalex.org/W4231665652","https://openalex.org/W1837630526","https://openalex.org/W2000242494","https://openalex.org/W2335589441","https://openalex.org/W4296826658","https://openalex.org/W1979697693","https://openalex.org/W3200375535"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
