{"id":"https://openalex.org/W2025391886","doi":"https://doi.org/10.1007/s10618-013-0317-y","title":"Subspace clustering of high-dimensional data: a predictive approach","display_name":"Subspace clustering of high-dimensional data: a predictive approach","publication_year":2013,"publication_date":"2013-05-04","ids":{"openalex":"https://openalex.org/W2025391886","doi":"https://doi.org/10.1007/s10618-013-0317-y","mag":"2025391886"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-013-0317-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-013-0317-y","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","raw_type":"journal-article"},"type":"article","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/A5041664883","display_name":"Brian McWilliams","orcid":"https://orcid.org/0009-0002-7433-1702"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Brian McWilliams","raw_affiliation_strings":["Department of Informatics, ETH, Z\u00fcrich, Switzerland","Department of Informatics, ETH Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, ETH, Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Department of Informatics, ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010581004","display_name":"Giovanni Montana","orcid":"https://orcid.org/0000-0003-3942-3900"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Giovanni Montana","raw_affiliation_strings":["Department of Mathematics, Imperial College London, London, UK","Department of Mathematics, Imperial College London , London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Department of Mathematics, Imperial College London , London, UK","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5010581004"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.2915,"has_fulltext":false,"cited_by_count":78,"citation_normalized_percentile":{"value":0.92529308,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"28","issue":"3","first_page":"736","last_page":"772"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9955000281333923,"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":0.9955000281333923,"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":0.9890000224113464,"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":0.9708999991416931,"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/subspace-topology","display_name":"Subspace topology","score":0.7721137404441833},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7628449201583862},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.69073086977005},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.6742628812789917},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5474851131439209},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5458860397338867},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4510934352874756},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42657607793807983},{"id":"https://openalex.org/keywords/data-point","display_name":"Data point","score":0.41024050116539},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.40538689494132996},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3725986182689667},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36114251613616943}],"concepts":[{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.7721137404441833},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7628449201583862},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.69073086977005},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.6742628812789917},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5474851131439209},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5458860397338867},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4510934352874756},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42657607793807983},{"id":"https://openalex.org/C21080849","wikidata":"https://www.wikidata.org/wiki/Q13611879","display_name":"Data point","level":2,"score":0.41024050116539},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.40538689494132996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3725986182689667},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36114251613616943},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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/s10618-013-0317-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-013-0317-y","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1533128638","https://openalex.org/W1548779692","https://openalex.org/W1850065075","https://openalex.org/W1964910658","https://openalex.org/W1977994906","https://openalex.org/W1979344365","https://openalex.org/W2003217181","https://openalex.org/W2004915807","https://openalex.org/W2008334035","https://openalex.org/W2013712253","https://openalex.org/W2022756254","https://openalex.org/W2025595655","https://openalex.org/W2034400748","https://openalex.org/W2044809283","https://openalex.org/W2048178552","https://openalex.org/W2048997388","https://openalex.org/W2049241760","https://openalex.org/W2050623533","https://openalex.org/W2056636001","https://openalex.org/W2067877017","https://openalex.org/W2071949631","https://openalex.org/W2076584750","https://openalex.org/W2078394884","https://openalex.org/W2079361215","https://openalex.org/W2087831740","https://openalex.org/W2088851040","https://openalex.org/W2094265461","https://openalex.org/W2095843685","https://openalex.org/W2097413644","https://openalex.org/W2109363337","https://openalex.org/W2112126852","https://openalex.org/W2116838486","https://openalex.org/W2119667497","https://openalex.org/W2123696077","https://openalex.org/W2127300249","https://openalex.org/W2127912512","https://openalex.org/W2128917343","https://openalex.org/W2132914434","https://openalex.org/W2133822638","https://openalex.org/W2135046866","https://openalex.org/W2137476312","https://openalex.org/W2138218344","https://openalex.org/W2146610201","https://openalex.org/W2156163858","https://openalex.org/W2161985854","https://openalex.org/W2168143534","https://openalex.org/W2294644361","https://openalex.org/W2562162676","https://openalex.org/W2729094633","https://openalex.org/W3098745759","https://openalex.org/W3100439627","https://openalex.org/W4206495155","https://openalex.org/W4250657332","https://openalex.org/W4292933682"],"related_works":["https://openalex.org/W2380927352","https://openalex.org/W2379741605","https://openalex.org/W3178621026","https://openalex.org/W2065962751","https://openalex.org/W2121787161","https://openalex.org/W2138351929","https://openalex.org/W136621464","https://openalex.org/W2016708865","https://openalex.org/W2018199316","https://openalex.org/W2002259740"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
