{"id":"https://openalex.org/W2894857084","doi":"https://doi.org/10.1007/978-3-030-01851-1_23","title":"Hierarchical Clustering of High-Dimensional Data Without Global Dimensionality Reduction","display_name":"Hierarchical Clustering of High-Dimensional Data Without Global Dimensionality Reduction","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2894857084","doi":"https://doi.org/10.1007/978-3-030-01851-1_23","mag":"2894857084"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-01851-1_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-01851-1_23","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/A5034897087","display_name":"Ilari Kampman","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112274","display_name":"Wapice (Finland)","ror":"https://ror.org/02aethq11","country_code":"FI","type":"company","lineage":["https://openalex.org/I4210112274"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Ilari Kampman","raw_affiliation_strings":["Wapice Ltd., Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Wapice Ltd., Tampere, Finland","institution_ids":["https://openalex.org/I4210112274"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077281461","display_name":"Tapio Elomaa","orcid":"https://orcid.org/0000-0002-5230-0027"},"institutions":[{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Tapio Elomaa","raw_affiliation_strings":["Tampere University of Technology, Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Tampere University of Technology, Tampere, Finland","institution_ids":["https://openalex.org/I4210133110"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5077281461"],"corresponding_institution_ids":["https://openalex.org/I4210133110"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.13156431,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"236","last_page":"246"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9994999766349792,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9994999766349792,"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":0.9923999905586243,"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/T11106","display_name":"Data Management and Algorithms","score":0.991100013256073,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8060303330421448},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7719581723213196},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.6541114449501038},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.552853524684906},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.5364295840263367},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.5315672755241394},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.503161609172821},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.46767815947532654},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4629441499710083},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45460647344589233},{"id":"https://openalex.org/keywords/constrained-clustering","display_name":"Constrained clustering","score":0.4366605281829834},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.4167076349258423},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.41599756479263306},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3880537748336792},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.35488906502723694}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8060303330421448},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7719581723213196},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.6541114449501038},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.552853524684906},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.5364295840263367},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.5315672755241394},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.503161609172821},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.46767815947532654},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4629441499710083},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45460647344589233},{"id":"https://openalex.org/C27964816","wikidata":"https://www.wikidata.org/wiki/Q5164359","display_name":"Constrained clustering","level":5,"score":0.4366605281829834},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.4167076349258423},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.41599756479263306},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3880537748336792},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.35488906502723694},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-01851-1_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-01851-1_23","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W203389731","https://openalex.org/W574520305","https://openalex.org/W1545748428","https://openalex.org/W1595303882","https://openalex.org/W1787040602","https://openalex.org/W1977496278","https://openalex.org/W1995433152","https://openalex.org/W1996895443","https://openalex.org/W2028016145","https://openalex.org/W2049633694","https://openalex.org/W2065811242","https://openalex.org/W2079361215","https://openalex.org/W2108706544","https://openalex.org/W2112210867","https://openalex.org/W2113054345","https://openalex.org/W2128728535","https://openalex.org/W2133576408","https://openalex.org/W2138615112","https://openalex.org/W2168143534","https://openalex.org/W2171297427","https://openalex.org/W2308071406","https://openalex.org/W3003734944","https://openalex.org/W4235169531","https://openalex.org/W4253785454","https://openalex.org/W4285719527","https://openalex.org/W4292492881"],"related_works":["https://openalex.org/W3146523624","https://openalex.org/W4301002638","https://openalex.org/W3088133960","https://openalex.org/W2160785859","https://openalex.org/W1525022337","https://openalex.org/W4220814143","https://openalex.org/W2384052049","https://openalex.org/W2087424554","https://openalex.org/W3124860551","https://openalex.org/W2202413591"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}