{"id":"https://openalex.org/W1596991235","doi":"https://doi.org/10.1007/11871842_48","title":"Subspace Metric Ensembles for Semi-supervised Clustering of High Dimensional Data","display_name":"Subspace Metric Ensembles for Semi-supervised Clustering of High Dimensional Data","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W1596991235","doi":"https://doi.org/10.1007/11871842_48","mag":"1596991235"},"language":"en","primary_location":{"id":"doi:10.1007/11871842_48","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11871842_48","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":"conference-paper","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/A5090051695","display_name":"Bojun Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bojun Yan","raw_affiliation_strings":["Department of Information and Software Engineering, George Mason University, Fairfax, USA","Department of Information and Software Engineering, George Mason University, Fairfax, Virginia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Software Engineering, George Mason University, Fairfax, USA","institution_ids":["https://openalex.org/I162714631"]},{"raw_affiliation_string":"Department of Information and Software Engineering, George Mason University, Fairfax, Virginia","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090148962","display_name":"Carlotta Domeniconi","orcid":"https://orcid.org/0000-0003-2140-9596"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carlotta Domeniconi","raw_affiliation_strings":["Department of Information and Software Engineering, George Mason University, Fairfax, USA","Department of Information and Software Engineering, George Mason University, Fairfax, Virginia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Software Engineering, George Mason University, Fairfax, USA","institution_ids":["https://openalex.org/I162714631"]},{"raw_affiliation_string":"Department of Information and Software Engineering, George Mason University, Fairfax, Virginia","institution_ids":["https://openalex.org/I162714631"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162714631"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"509","last_page":"520"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9988999962806702,"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/T10057","display_name":"Face and Expression Recognition","score":0.9984999895095825,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9923999905586243,"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":0.7760426998138428},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7262121438980103},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.649676501750946},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.6311297416687012},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6015629172325134},{"id":"https://openalex.org/keywords/linear-subspace","display_name":"Linear subspace","score":0.5828396081924438},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5582442283630371},{"id":"https://openalex.org/keywords/data-point","display_name":"Data point","score":0.469928115606308},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46091678738594055},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.45475661754608154},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.4304342269897461},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39114269614219666},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3688742518424988},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27841466665267944}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7760426998138428},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7262121438980103},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.649676501750946},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.6311297416687012},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6015629172325134},{"id":"https://openalex.org/C12362212","wikidata":"https://www.wikidata.org/wiki/Q728435","display_name":"Linear subspace","level":2,"score":0.5828396081924438},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5582442283630371},{"id":"https://openalex.org/C21080849","wikidata":"https://www.wikidata.org/wiki/Q13611879","display_name":"Data point","level":2,"score":0.469928115606308},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46091678738594055},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.45475661754608154},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4304342269897461},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39114269614219666},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3688742518424988},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27841466665267944},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/11871842_48","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11871842_48","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":25,"referenced_works":["https://openalex.org/W100104462","https://openalex.org/W611401390","https://openalex.org/W748373178","https://openalex.org/W1522930108","https://openalex.org/W1548779692","https://openalex.org/W1562197959","https://openalex.org/W1564583583","https://openalex.org/W1967761844","https://openalex.org/W1989076816","https://openalex.org/W2084812512","https://openalex.org/W2096100960","https://openalex.org/W2102524069","https://openalex.org/W2117154949","https://openalex.org/W2127218421","https://openalex.org/W2130851950","https://openalex.org/W2134089414","https://openalex.org/W2139580617","https://openalex.org/W2139956879","https://openalex.org/W2147246240","https://openalex.org/W2153839362","https://openalex.org/W2159583439","https://openalex.org/W2160484893","https://openalex.org/W2165874743","https://openalex.org/W2171323322","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2799839396","https://openalex.org/W2016708865","https://openalex.org/W2143394965","https://openalex.org/W2952300832","https://openalex.org/W2390847229","https://openalex.org/W2087831740","https://openalex.org/W1974449751","https://openalex.org/W2505602116","https://openalex.org/W1596991235","https://openalex.org/W2744485415"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
