{"id":"https://openalex.org/W2095167299","doi":"https://doi.org/10.1145/1068009.1068053","title":"A model based on ant colony system and rough set theory to feature selection","display_name":"A model based on ant colony system and rough set theory to feature selection","publication_year":2005,"publication_date":"2005-06-25","ids":{"openalex":"https://openalex.org/W2095167299","doi":"https://doi.org/10.1145/1068009.1068053","mag":"2095167299"},"language":"en","primary_location":{"id":"doi:10.1145/1068009.1068053","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1068009.1068053","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-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/A5041995562","display_name":"Rafael Bello","orcid":"https://orcid.org/0000-0001-5567-2638"},"institutions":[{"id":"https://openalex.org/I3018837529","display_name":"Universidad Central \"Marta Abreu\" de las Villas (UCLV)","ror":"https://ror.org/01cdy6h50","country_code":"CU","type":"education","lineage":["https://openalex.org/I3018837529"]}],"countries":["CU"],"is_corresponding":true,"raw_author_name":"R. Bello","raw_affiliation_strings":["Universidad Central de Las Villas, Cuba"],"affiliations":[{"raw_affiliation_string":"Universidad Central de Las Villas, Cuba","institution_ids":["https://openalex.org/I3018837529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064553018","display_name":"Ann Now\u00e9","orcid":"https://orcid.org/0000-0001-6346-4564"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"A. Nowe","raw_affiliation_strings":["Vrije Universiteit Brussel, Belgium","[Vrije Universiteit Brussel, Belgium.]"],"affiliations":[{"raw_affiliation_string":"Vrije Universiteit Brussel, Belgium","institution_ids":["https://openalex.org/I13469542"]},{"raw_affiliation_string":"[Vrije Universiteit Brussel, Belgium.]","institution_ids":["https://openalex.org/I13469542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066758603","display_name":"Yail\u00e9 Caballero Mota","orcid":"https://orcid.org/0000-0002-6725-5812"},"institutions":[{"id":"https://openalex.org/I78807220","display_name":"University of Camag\u00fcey","ror":"https://ror.org/040qyzk67","country_code":"CU","type":"education","lineage":["https://openalex.org/I78807220"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Y. Caballero","raw_affiliation_strings":["Universidad de Camag\u00fcey, Cuba"],"affiliations":[{"raw_affiliation_string":"Universidad de Camag\u00fcey, Cuba","institution_ids":["https://openalex.org/I78807220"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110931236","display_name":"Yudel G\u00f3mez","orcid":null},"institutions":[{"id":"https://openalex.org/I3018837529","display_name":"Universidad Central \"Marta Abreu\" de las Villas (UCLV)","ror":"https://ror.org/01cdy6h50","country_code":"CU","type":"education","lineage":["https://openalex.org/I3018837529"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Y. G\u00f3mez","raw_affiliation_strings":["Universidad Central de Las Villas, Cuba"],"affiliations":[{"raw_affiliation_string":"Universidad Central de Las Villas, Cuba","institution_ids":["https://openalex.org/I3018837529"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062896285","display_name":"Peter Vrancx","orcid":"https://orcid.org/0000-0002-9876-3684"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"P. Vrancx","raw_affiliation_strings":["Vrije Universiteit Brussel, Belgium","[Vrije Universiteit Brussel, Belgium.]"],"affiliations":[{"raw_affiliation_string":"Vrije Universiteit Brussel, Belgium","institution_ids":["https://openalex.org/I13469542"]},{"raw_affiliation_string":"[Vrije Universiteit Brussel, Belgium.]","institution_ids":["https://openalex.org/I13469542"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5041995562"],"corresponding_institution_ids":["https://openalex.org/I3018837529"],"apc_list":null,"apc_paid":null,"fwci":3.1622,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.9149438,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"275","last_page":"276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T14351","display_name":"Statistical and Computational Modeling","score":0.9624000191688538,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9578999876976013,"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/rough-set","display_name":"Rough set","score":0.8516407608985901},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.7150372862815857},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6364144682884216},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.6122618913650513},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5838510990142822},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5768513679504395},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5553714036941528},{"id":"https://openalex.org/keywords/set-theory","display_name":"Set theory","score":0.5407900810241699},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5326945781707764},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.46797043085098267},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.46791818737983704},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4603132903575897},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.45509713888168335},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38599854707717896},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37065374851226807},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32000789046287537}],"concepts":[{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.8516407608985901},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.7150372862815857},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6364144682884216},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.6122618913650513},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5838510990142822},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5768513679504395},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5553714036941528},{"id":"https://openalex.org/C153046414","wikidata":"https://www.wikidata.org/wiki/Q12482","display_name":"Set theory","level":3,"score":0.5407900810241699},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5326945781707764},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.46797043085098267},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.46791818737983704},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4603132903575897},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.45509713888168335},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38599854707717896},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37065374851226807},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32000789046287537},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1068009.1068053","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1068009.1068053","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323782","display_name":"Vlaamse Interuniversitaire Raad","ror":"https://ror.org/00q3h2974"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W144179781","https://openalex.org/W168047898","https://openalex.org/W1573676079","https://openalex.org/W2139015486","https://openalex.org/W2340020088","https://openalex.org/W2794591047","https://openalex.org/W4255833381","https://openalex.org/W4299796063"],"related_works":["https://openalex.org/W2347951034","https://openalex.org/W2125776999","https://openalex.org/W2388326823","https://openalex.org/W2366876790","https://openalex.org/W2071981049","https://openalex.org/W2381829748","https://openalex.org/W2244460820","https://openalex.org/W2978519593","https://openalex.org/W2382975841","https://openalex.org/W2109336245"],"abstract_inverted_index":{"In":[0],"this":[1,48,58],"paper":[2],"we":[3],"propose":[4],"a":[5,33,62],"hybrid":[6,59],"approach":[7,60],"to":[8,28],"feature":[9],"selection":[10],"based":[11],"on":[12],"Ant":[13],"Colony":[14],"System":[15],"algorithm":[16],"and":[17],"Rough":[18,21],"Set":[19,22],"Theory.":[20],"Theory":[23],"offers":[24],"the":[25,30,39,42,45],"heuristic":[26],"function":[27],"measure":[29],"quality":[31],"of":[32,41,44],"single":[34],"subset.":[35],"We":[36],"have":[37],"studied":[38],"influence":[40],"setting":[43],"parameters":[46],"for":[47,52,65],"problem,":[49],"in":[50],"particular":[51],"finding":[53],"reducts.":[54],"Experimental":[55],"results":[56],"show":[57],"is":[61],"promising":[63],"method":[64],"features":[66],"selection.":[67]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}