{"id":"https://openalex.org/W2136733630","doi":"https://doi.org/10.1007/978-3-642-13935-2_16","title":"Ant Feature Selection Using Fuzzy Decision Functions","display_name":"Ant Feature Selection Using Fuzzy Decision Functions","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2136733630","doi":"https://doi.org/10.1007/978-3-642-13935-2_16","mag":"2136733630"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-13935-2_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-13935-2_16","pdf_url":null,"source":{"id":"https://openalex.org/S4210229206","display_name":"Studies in fuzziness and soft computing","issn_l":"1434-9922","issn":["1434-9922","1860-0808"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Fuzziness and Soft Computing","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/A5023524727","display_name":"Susana M. Vieira","orcid":"https://orcid.org/0000-0001-7961-1004"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Susana M. Vieira","raw_affiliation_strings":["Technical University of Lisbon, Instituto Superior T\u00e9cnico Dept. of Mechanical Engineering, Center of Intelligent Systems/IDMEC, Av. Rovisco Pais, 1049-001, Lisbon, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Lisbon, Instituto Superior T\u00e9cnico Dept. of Mechanical Engineering, Center of Intelligent Systems/IDMEC, Av. Rovisco Pais, 1049-001, Lisbon, Portugal","institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103","https://openalex.org/I4387152517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068474295","display_name":"Jo\u00e3o M. C. Sousa","orcid":"https://orcid.org/0000-0002-8030-4746"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o M. C. Sousa","raw_affiliation_strings":["Technical University of Lisbon, Instituto Superior T\u00e9cnico Dept. of Mechanical Engineering, Center of Intelligent Systems/IDMEC, Av. Rovisco Pais, 1049-001, Lisbon, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Lisbon, Instituto Superior T\u00e9cnico Dept. of Mechanical Engineering, Center of Intelligent Systems/IDMEC, Av. Rovisco Pais, 1049-001, Lisbon, Portugal","institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103","https://openalex.org/I4387152517"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080242338","display_name":"Uzay Kaymak","orcid":"https://orcid.org/0000-0002-4500-9098"},"institutions":[{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Uzay Kaymak","raw_affiliation_strings":["Econometric Institute, Erasmus School of Economics, Erasmus University Rotterdam, P.O. Box 1738, 3000, DR, Rotterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Econometric Institute, Erasmus School of Economics, Erasmus University Rotterdam, P.O. Box 1738, 3000, DR, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I913958620"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.16634701,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"343","last_page":"364"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9987000226974487,"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":0.9987000226974487,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9983999729156494,"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":0.9939000010490417,"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":0.7236316800117493},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.6337700486183167},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6291087865829468},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6104421019554138},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.5949799418449402},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5590398907661438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5543639659881592},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5265493988990784},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.49536359310150146},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45924025774002075},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.44163233041763306},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4392697513103485},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.42585915327072144},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33515679836273193}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7236316800117493},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6337700486183167},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6291087865829468},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6104421019554138},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.5949799418449402},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5590398907661438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5543639659881592},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5265493988990784},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.49536359310150146},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45924025774002075},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.44163233041763306},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4392697513103485},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.42585915327072144},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33515679836273193},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","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":7,"locations":[{"id":"doi:10.1007/978-3-642-13935-2_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-13935-2_16","pdf_url":null,"source":{"id":"https://openalex.org/S4210229206","display_name":"Studies in fuzziness and soft computing","issn_l":"1434-9922","issn":["1434-9922","1860-0808"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Fuzziness and Soft Computing","raw_type":"book-chapter"},{"id":"pmh:699191","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=699191","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISBN:978-3-642-13934-5","raw_type":"Part of book or chapter of book"},{"id":"pmh:eur:oai:pure.eur.nl:publications/5ad52b2e-67ef-4211-be99-6520dd583e0d","is_oa":false,"landing_page_url":"https://pure.eur.nl/en/publications/5ad52b2e-67ef-4211-be99-6520dd583e0d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fuzzy Optimization: Recent Developments and Applications, 343 - 364","raw_type":"info:eu-repo/semantics/bookpart"},{"id":"pmh:eur:oai:pure.eur.nl:publications/6bd2a230-0d02-4947-b1ac-ec001786e77a","is_oa":false,"landing_page_url":"https://pure.eur.nl/en/publications/6bd2a230-0d02-4947-b1ac-ec001786e77a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 1673 - 1678","raw_type":"info:eu-repo/semantics/conferencepaper"},{"id":"pmh:oai:library.tue.nl:699191","is_oa":false,"landing_page_url":"http://repository.tue.nl/699191","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISBN:978-3-642-13934-5","raw_type":"Part of book or chapter of book"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/d8629eb1-0bb5-4da1-8288-4e496fc2d2ef","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/d8629eb1-0bb5-4da1-8288-4e496fc2d2ef","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Vieira, S M, Costa Sousa, da, J M & Kaymak, U 2010, Ant feature selection using fuzzy decision functions. in W A Lodwick & J Kacprzyk (eds), Fuzzy optimization : recent advances and applications. Studies in fuzziness and soft computing, vol. 254, Springer, Berlin, pp. 343-364. https://doi.org/10.1007/978-3-642-13935-2_16","raw_type":"info:eu-repo/semantics/bookPart"},{"id":"pmh:tue:oai:pure.tue.nl:publications/d8629eb1-0bb5-4da1-8288-4e496fc2d2ef","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/d8629eb1-0bb5-4da1-8288-4e496fc2d2ef","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fuzzy optimization : recent advances and applications, 343 - 364","raw_type":"info:eu-repo/semantics/bookpart"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W572859077","https://openalex.org/W657067832","https://openalex.org/W1492640216","https://openalex.org/W1494606478","https://openalex.org/W1530490667","https://openalex.org/W1570713908","https://openalex.org/W1573676079","https://openalex.org/W1680392829","https://openalex.org/W1706965405","https://openalex.org/W1898259180","https://openalex.org/W1970782786","https://openalex.org/W1976034104","https://openalex.org/W1987801991","https://openalex.org/W1990794890","https://openalex.org/W2023946257","https://openalex.org/W2033199380","https://openalex.org/W2038312656","https://openalex.org/W2041879592","https://openalex.org/W2050876709","https://openalex.org/W2052586313","https://openalex.org/W2060907774","https://openalex.org/W2074156066","https://openalex.org/W2079325629","https://openalex.org/W2089909281","https://openalex.org/W2110409106","https://openalex.org/W2119479037","https://openalex.org/W2144630308","https://openalex.org/W2145508886","https://openalex.org/W2165550819","https://openalex.org/W2171715801","https://openalex.org/W2346443999","https://openalex.org/W2776443253","https://openalex.org/W2799061466","https://openalex.org/W3120740533","https://openalex.org/W4205471131","https://openalex.org/W4205687621","https://openalex.org/W4239991171","https://openalex.org/W4253426386","https://openalex.org/W4285719527","https://openalex.org/W4292083457","https://openalex.org/W4292158025","https://openalex.org/W6688007188"],"related_works":["https://openalex.org/W1612029326","https://openalex.org/W2989490741","https://openalex.org/W2125776999","https://openalex.org/W138569904","https://openalex.org/W3092506759","https://openalex.org/W2367545121","https://openalex.org/W4248881655","https://openalex.org/W2482165163","https://openalex.org/W3010890513","https://openalex.org/W2390914021"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}