{"id":"https://openalex.org/W2167435760","doi":"https://doi.org/10.1007/11752790_5","title":"Feature Selection for Dimensionality Reduction","display_name":"Feature Selection for Dimensionality Reduction","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W2167435760","doi":"https://doi.org/10.1007/11752790_5","mag":"2167435760"},"language":"en","primary_location":{"id":"doi:10.1007/11752790_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11752790_5","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/A5063095022","display_name":"Dunja Mladeni\u0107","orcid":"https://orcid.org/0000-0002-0360-6505"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Dunja Mladeni\u0107","raw_affiliation_strings":["Jo\u017eef Stefan Institute, Jamova 39, 1000, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Jo\u017eef Stefan Institute, Jamova 39, 1000, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5063095022"],"corresponding_institution_ids":["https://openalex.org/I3006985408"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.8132,"has_fulltext":false,"cited_by_count":115,"citation_normalized_percentile":{"value":0.86472779,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"84","last_page":"102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9975000023841858,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9975000023841858,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9969000220298767,"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/T10057","display_name":"Face and Expression Recognition","score":0.9947999715805054,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.9297760725021362},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7846249341964722},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7583449482917786},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.6823135614395142},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6658830046653748},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5791066288948059},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5250192284584045},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4945485293865204},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.48409736156463623},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48258674144744873},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.4629315733909607},{"id":"https://openalex.org/keywords/minimum-redundancy-feature-selection","display_name":"Minimum redundancy feature selection","score":0.4548247158527374},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.45130714774131775},{"id":"https://openalex.org/keywords/text-categorization","display_name":"Text categorization","score":0.4397762417793274},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4216915965080261},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3805658221244812},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10398972034454346}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.9297760725021362},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7846249341964722},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7583449482917786},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.6823135614395142},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6658830046653748},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5791066288948059},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5250192284584045},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4945485293865204},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.48409736156463623},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48258674144744873},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.4629315733909607},{"id":"https://openalex.org/C16811321","wikidata":"https://www.wikidata.org/wiki/Q17138905","display_name":"Minimum redundancy feature selection","level":3,"score":0.4548247158527374},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.45130714774131775},{"id":"https://openalex.org/C2986744138","wikidata":"https://www.wikidata.org/wiki/Q302088","display_name":"Text categorization","level":3,"score":0.4397762417793274},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4216915965080261},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3805658221244812},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10398972034454346},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/11752790_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11752790_5","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":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W43179442","https://openalex.org/W94242390","https://openalex.org/W138217685","https://openalex.org/W149472151","https://openalex.org/W187357405","https://openalex.org/W190437827","https://openalex.org/W347787326","https://openalex.org/W1497731619","https://openalex.org/W1500895378","https://openalex.org/W1546928902","https://openalex.org/W1549887922","https://openalex.org/W1553244859","https://openalex.org/W1553696291","https://openalex.org/W1571061365","https://openalex.org/W1576290412","https://openalex.org/W1579126551","https://openalex.org/W1592212241","https://openalex.org/W1592821781","https://openalex.org/W1619226191","https://openalex.org/W1620204465","https://openalex.org/W1680014149","https://openalex.org/W1730404227","https://openalex.org/W1849729440","https://openalex.org/W1967849786","https://openalex.org/W1976420489","https://openalex.org/W1997841190","https://openalex.org/W2008941900","https://openalex.org/W2022679416","https://openalex.org/W2043772506","https://openalex.org/W2072773380","https://openalex.org/W2095710475","https://openalex.org/W2096152098","https://openalex.org/W2098133322","https://openalex.org/W2103333826","https://openalex.org/W2105000755","https://openalex.org/W2109381845","https://openalex.org/W2112306499","https://openalex.org/W2115729631","https://openalex.org/W2116178853","https://openalex.org/W2116948717","https://openalex.org/W2121906195","https://openalex.org/W2123959143","https://openalex.org/W2125055259","https://openalex.org/W2126631147","https://openalex.org/W2138570191","https://openalex.org/W2140785063","https://openalex.org/W2141585001","https://openalex.org/W2147654806","https://openalex.org/W2148949939","https://openalex.org/W2153039034","https://openalex.org/W2153962014","https://openalex.org/W2159573450","https://openalex.org/W2435251607","https://openalex.org/W2505312721","https://openalex.org/W2505921950","https://openalex.org/W2561675875","https://openalex.org/W2612085100","https://openalex.org/W4230043625","https://openalex.org/W4232557450","https://openalex.org/W4245952386","https://openalex.org/W4252916480","https://openalex.org/W4285719527","https://openalex.org/W7048018715"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W1484111231","https://openalex.org/W4391160746","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907","https://openalex.org/W3089231081","https://openalex.org/W2093956241"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}