{"id":"https://openalex.org/W4214700205","doi":"https://doi.org/10.1007/978-3-030-93052-3_2","title":"Feature Selection: From\u00a0the\u00a0Past to\u00a0the\u00a0Future","display_name":"Feature Selection: From\u00a0the\u00a0Past to\u00a0the\u00a0Future","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4214700205","doi":"https://doi.org/10.1007/978-3-030-93052-3_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-93052-3_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-93052-3_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210221551","display_name":"Learning and analytics in intelligent systems","issn_l":"2662-3447","issn":["2662-3447","2662-3455"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Learning and Analytics in Intelligent Systems","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/A5042436168","display_name":"Ver\u00f3nica Bol\u00f3n\u2010Canedo","orcid":"https://orcid.org/0000-0002-0524-6427"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ver\u00f3nica Bol\u00f3n-Canedo","raw_affiliation_strings":["Department of Computer Science and Information Technologies, Centro de Investigaci\u00f3n CITIC, Universidade da Coru\u00f1a, Campus de Elvi\u00f1a s/n, 15071, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technologies, Centro de Investigaci\u00f3n CITIC, Universidade da Coru\u00f1a, Campus de Elvi\u00f1a s/n, 15071, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048207145","display_name":"Amparo Alonso\u2010Betanzos","orcid":"https://orcid.org/0000-0003-0950-0012"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Amparo Alonso-Betanzos","raw_affiliation_strings":["Department of Computer Science and Information Technologies, Centro de Investigaci\u00f3n CITIC, Universidade da Coru\u00f1a, Campus de Elvi\u00f1a s/n, 15071, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technologies, Centro de Investigaci\u00f3n CITIC, Universidade da Coru\u00f1a, Campus de Elvi\u00f1a s/n, 15071, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075460760","display_name":"Laura Mor\u00e1n\u2010Fern\u00e1ndez","orcid":"https://orcid.org/0000-0001-6703-1846"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Laura Mor\u00e1n-Fern\u00e1ndez","raw_affiliation_strings":["Department of Computer Science and Information Technologies, Centro de Investigaci\u00f3n CITIC, Universidade da Coru\u00f1a, Campus de Elvi\u00f1a s/n, 15071, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technologies, Centro de Investigaci\u00f3n CITIC, Universidade da Coru\u00f1a, Campus de Elvi\u00f1a s/n, 15071, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027801007","display_name":"Brais Cancela","orcid":"https://orcid.org/0000-0002-2295-4142"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Brais Cancela","raw_affiliation_strings":["Department of Computer Science and Information Technologies, Centro de Investigaci\u00f3n CITIC, Universidade da Coru\u00f1a, Campus de Elvi\u00f1a s/n, 15071, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technologies, Centro de Investigaci\u00f3n CITIC, Universidade da Coru\u00f1a, Campus de Elvi\u00f1a s/n, 15071, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5042436168"],"corresponding_institution_ids":["https://openalex.org/I11019714"],"apc_list":null,"apc_paid":null,"fwci":6.5147,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.97256834,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"11","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9980000257492065,"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":0.9980000257492065,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9973999857902527,"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":0.996999979019165,"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/feature-selection","display_name":"Feature selection","score":0.8007476925849915},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7275937795639038},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6983698606491089},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6460006237030029},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.599818229675293},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5799971222877502},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.5645394921302795},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5521407127380371},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5310404896736145},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5212267637252808},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5194725394248962},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5138142704963684},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.4996778964996338},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40275174379348755},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.08975610136985779}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.8007476925849915},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7275937795639038},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6983698606491089},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6460006237030029},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.599818229675293},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5799971222877502},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5645394921302795},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5521407127380371},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5310404896736145},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5212267637252808},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5194725394248962},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5138142704963684},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.4996778964996338},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40275174379348755},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.08975610136985779},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-93052-3_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-93052-3_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210221551","display_name":"Learning and analytics in intelligent systems","issn_l":"2662-3447","issn":["2662-3447","2662-3455"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Learning and Analytics in Intelligent Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W140777655","https://openalex.org/W593443143","https://openalex.org/W1553145417","https://openalex.org/W1564385211","https://openalex.org/W1567104431","https://openalex.org/W1583700199","https://openalex.org/W1808644423","https://openalex.org/W1966087765","https://openalex.org/W1985900816","https://openalex.org/W1994252348","https://openalex.org/W1997840761","https://openalex.org/W2001179019","https://openalex.org/W2001679762","https://openalex.org/W2009537245","https://openalex.org/W2011762057","https://openalex.org/W2017337590","https://openalex.org/W2040884411","https://openalex.org/W2044427301","https://openalex.org/W2052164429","https://openalex.org/W2053834050","https://openalex.org/W2056168656","https://openalex.org/W2070996757","https://openalex.org/W2073821686","https://openalex.org/W2089898582","https://openalex.org/W2098057602","https://openalex.org/W2104856269","https://openalex.org/W2115622455","https://openalex.org/W2115629999","https://openalex.org/W2122825543","https://openalex.org/W2135046866","https://openalex.org/W2143426320","https://openalex.org/W2145378442","https://openalex.org/W2154053567","https://openalex.org/W2154506590","https://openalex.org/W2168351035","https://openalex.org/W2169038408","https://openalex.org/W2173213060","https://openalex.org/W2320111079","https://openalex.org/W2475596014","https://openalex.org/W2481662855","https://openalex.org/W2556301080","https://openalex.org/W2735675008","https://openalex.org/W2801961936","https://openalex.org/W2810226251","https://openalex.org/W2911191992","https://openalex.org/W2943560007","https://openalex.org/W2948009788","https://openalex.org/W2954968328","https://openalex.org/W2963122961","https://openalex.org/W2963125010","https://openalex.org/W3007892077","https://openalex.org/W4205699531","https://openalex.org/W4234556776","https://openalex.org/W4236362309","https://openalex.org/W4246834959","https://openalex.org/W4248018214","https://openalex.org/W4249247926","https://openalex.org/W6600003358","https://openalex.org/W6600186770","https://openalex.org/W6600213211","https://openalex.org/W6600558321","https://openalex.org/W6610776997","https://openalex.org/W6634050136","https://openalex.org/W6677438899","https://openalex.org/W6805361218","https://openalex.org/W6836370610"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W1484111231","https://openalex.org/W4391160746","https://openalex.org/W2989490741","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W3092506759","https://openalex.org/W2187269125","https://openalex.org/W1641615907"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}