{"id":"https://openalex.org/W2804587761","doi":"https://doi.org/10.1007/s00779-018-1156-z","title":"A novel hybrid algorithm for feature selection","display_name":"A novel hybrid algorithm for feature selection","publication_year":2018,"publication_date":"2018-05-21","ids":{"openalex":"https://openalex.org/W2804587761","doi":"https://doi.org/10.1007/s00779-018-1156-z","mag":"2804587761"},"language":"en","primary_location":{"id":"doi:10.1007/s00779-018-1156-z","doi":"https://doi.org/10.1007/s00779-018-1156-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00779-018-1156-z","pdf_url":null,"source":{"id":"https://openalex.org/S58126648","display_name":"Personal and Ubiquitous Computing","issn_l":"1617-4909","issn":["1617-4909","1617-4917"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","jufo-1","norway-1","poland-20","russia-white-list-1","vabb-shw"],"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":"Personal and Ubiquitous Computing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5082979463","display_name":"Yuefeng Zheng","orcid":"https://orcid.org/0000-0002-5764-6887","observed_orcids":["https://orcid.org/0000-0002-5764-6887"]},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4405259713","display_name":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University","ror":"https://ror.org/02knk1347","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4405259713"]},{"id":"https://openalex.org/I4405281062","display_name":"Boda College of Jilin Normal University","ror":"https://ror.org/03tcdzh13","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405281062"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuefeng Zheng","raw_affiliation_strings":["BODA College of Jilin Normal University, Siping, People\u2019s Republic of China","College of Computer Science and Technology, Jilin University, Changchun, 130012, People\u2019s Republic of China","Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BODA College of Jilin Normal University, Siping, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4405281062"]},{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, 130012, People\u2019s Republic of China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, People\u2019s Republic of China","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4405259713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100785616","display_name":"Ying Li","orcid":"https://orcid.org/0000-0001-5112-0940","observed_orcids":["https://orcid.org/0000-0001-5112-0940"]},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4405259713","display_name":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University","ror":"https://ror.org/02knk1347","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4405259713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Li","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, 130012, People\u2019s Republic of China","Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, 130012, People\u2019s Republic of China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, People\u2019s Republic of China","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4405259713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114549706","display_name":"Gang Wang","orcid":"https://orcid.org/0000-0003-3297-9420","observed_orcids":["https://orcid.org/0000-0003-3297-9420"]},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4405259713","display_name":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University","ror":"https://ror.org/02knk1347","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4405259713"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Gang Wang","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, 130012, People\u2019s Republic of China","Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, 130012, People\u2019s Republic of China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, People\u2019s Republic of China","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4405259713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100742726","display_name":"Yupeng Chen","orcid":"https://orcid.org/0000-0002-6222-9981","observed_orcids":["https://orcid.org/0000-0002-6222-9981","https://orcid.org/0009-0000-7497-763X"]},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4405259713","display_name":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University","ror":"https://ror.org/02knk1347","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4405259713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yupeng Chen","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, 130012, People\u2019s Republic of China","Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, 130012, People\u2019s Republic of China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, People\u2019s Republic of China","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4405259713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100685886","display_name":"Qian Xu","orcid":"https://orcid.org/0000-0002-5344-4831","observed_orcids":["https://orcid.org/0000-0002-5344-4831"]},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4405259713","display_name":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University","ror":"https://ror.org/02knk1347","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4405259713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Xu","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, 130012, People\u2019s Republic of China","Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, 130012, People\u2019s Republic of China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, People\u2019s Republic of China","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4405259713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024075091","display_name":"Jiahao Fan","orcid":"https://orcid.org/0000-0002-0818-8533","observed_orcids":["https://orcid.org/0000-0002-0818-8533","https://orcid.org/0009-0004-9021-8288"]},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4405259713","display_name":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University","ror":"https://ror.org/02knk1347","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4405259713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahao Fan","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, 130012, People\u2019s Republic of China","Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, 130012, People\u2019s Republic of China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, People\u2019s Republic of China","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4405259713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034589619","display_name":"Xueting Cui","orcid":"https://orcid.org/0000-0002-8911-2361","observed_orcids":["https://orcid.org/0000-0002-8911-2361"]},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4405259713","display_name":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University","ror":"https://ror.org/02knk1347","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4405259713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueting Cui","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, 130012, People\u2019s Republic of China","Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, 130012, People\u2019s Republic of China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, People\u2019s Republic of China","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4405259713"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5114549706"],"corresponding_institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4405259713"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":1.21,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.82755957,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"22","issue":"5-6","first_page":"971","last_page":"985"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.7505000233650208,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.7505000233650208,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.05350000038743019,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.04690000042319298,"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/feature-selection","display_name":"feature selection","score":0.9869999885559082},{"id":"https://openalex.org/keywords/cuckoo-search-algorithm","display_name":"cuckoo search algorithm","score":0.8679999709129333},{"id":"https://openalex.org/keywords/feature-redundancy-reduction","display_name":"feature redundancy reduction","score":0.6980000138282776},{"id":"https://openalex.org/keywords/feature-relevance","display_name":"feature relevance","score":0.8679999709129333},{"id":"https://openalex.org/keywords/classification-accuracy","display_name":"classification accuracy","score":0.5419999957084656}],"concepts":[{"id":"https://openalex.org/C117241572","wikidata":"https://www.wikidata.org/wiki/Q5192379","display_name":"Cuckoo search","level":3,"score":0.7101167440414429},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6965780854225159},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.6003011465072632},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5897616147994995},{"id":"https://openalex.org/C16811321","wikidata":"https://www.wikidata.org/wiki/Q17138905","display_name":"Minimum redundancy feature selection","level":3,"score":0.5729353427886963},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5718985199928284},{"id":"https://openalex.org/C206041023","wikidata":"https://www.wikidata.org/wiki/Q1751970","display_name":"Wilcoxon signed-rank test","level":3,"score":0.5458533763885498},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4930576980113983},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.48688188195228577},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4787180423736572},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4744128882884979},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.41069236397743225},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3681696653366089},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30384698510169983},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.09409627318382263},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08711948990821838},{"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/C12868164","wikidata":"https://www.wikidata.org/wiki/Q1424533","display_name":"Mann\u2013Whitney U test","level":2,"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":2,"locations":[{"id":"doi:10.1007/s00779-018-1156-z","doi":"https://doi.org/10.1007/s00779-018-1156-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00779-018-1156-z","pdf_url":null,"source":{"id":"https://openalex.org/S58126648","display_name":"Personal and Ubiquitous Computing","issn_l":"1617-4909","issn":["1617-4909","1617-4917"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","jufo-1","norway-1","poland-20","russia-white-list-1","vabb-shw"],"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":"Personal and Ubiquitous Computing","raw_type":"journal-article"},{"id":"mag:3008240466","doi":null,"is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/3288897.3288922","pdf_url":null,"source":{"id":"https://openalex.org/S58126648","display_name":"Personal and Ubiquitous Computing","issn_l":"1617-4909","issn":["1617-4909","1617-4917"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","jufo-1","norway-1","poland-20","russia-white-list-1","vabb-shw"],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":"Personal and Ubiquitous Computing","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G6724607048","display_name":null,"funder_award_id":"61602206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W614119048","https://openalex.org/W1575192016","https://openalex.org/W1964176984","https://openalex.org/W1965468919","https://openalex.org/W1966546994","https://openalex.org/W1970204203","https://openalex.org/W1973365170","https://openalex.org/W1973868085","https://openalex.org/W1974330875","https://openalex.org/W1975671633","https://openalex.org/W1976744965","https://openalex.org/W2000599157","https://openalex.org/W2001979953","https://openalex.org/W2003753594","https://openalex.org/W2006260073","https://openalex.org/W2018653318","https://openalex.org/W2020355555","https://openalex.org/W2024060531","https://openalex.org/W2032339756","https://openalex.org/W2037575202","https://openalex.org/W2044681495","https://openalex.org/W2050058698","https://openalex.org/W2062830115","https://openalex.org/W2074148701","https://openalex.org/W2083955084","https://openalex.org/W2095390342","https://openalex.org/W2097308346","https://openalex.org/W2097383747","https://openalex.org/W2117553576","https://openalex.org/W2119717791","https://openalex.org/W2121410881","https://openalex.org/W2121647436","https://openalex.org/W2122122715","https://openalex.org/W2128406786","https://openalex.org/W2141200867","https://openalex.org/W2143978378","https://openalex.org/W2152195021","https://openalex.org/W2154053567","https://openalex.org/W2166317455","https://openalex.org/W2287654067","https://openalex.org/W2386210108","https://openalex.org/W2495063973","https://openalex.org/W2604226975","https://openalex.org/W2745759175"],"related_works":["https://openalex.org/W4401246653","https://openalex.org/W2787166334","https://openalex.org/W2955396085","https://openalex.org/W7001067465","https://openalex.org/W2924020351","https://openalex.org/W2783625855","https://openalex.org/W2981026269","https://openalex.org/W2188980434","https://openalex.org/W4412448287","https://openalex.org/W2883440102"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2018-06-01T00:00:00"}
