{"id":"https://openalex.org/W2239943494","doi":"https://doi.org/10.1007/978-3-642-20344-2_2","title":"Ant Colony Optimization and Data Mining","display_name":"Ant Colony Optimization and Data Mining","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W2239943494","doi":"https://doi.org/10.1007/978-3-642-20344-2_2","mag":"2239943494"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-20344-2_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-20344-2_2","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"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 Computational Intelligence","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/A5085309336","display_name":"Ioannis Michelakos","orcid":null},"institutions":[{"id":"https://openalex.org/I179161674","display_name":"Technological Educational Institute of Central Greece","ror":"https://ror.org/03ed9w591","country_code":"GR","type":"education","lineage":["https://openalex.org/I179161674"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Michelakos","raw_affiliation_strings":["Dept. of Computer Science & Biomedical Informatics, University of Central Greece, 2-4 Papasiopoulou st., 35100, Lamia, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science & Biomedical Informatics, University of Central Greece, 2-4 Papasiopoulou st., 35100, Lamia, Greece","institution_ids":["https://openalex.org/I179161674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018342093","display_name":"Nikolaos Mallios","orcid":null},"institutions":[{"id":"https://openalex.org/I179161674","display_name":"Technological Educational Institute of Central Greece","ror":"https://ror.org/03ed9w591","country_code":"GR","type":"education","lineage":["https://openalex.org/I179161674"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikolaos Mallios","raw_affiliation_strings":["Dept. of Informatics and Computer Technology, Technological Educational Institute of Lamia, 3rd Km Old National Road Lamia-Athens, 35100, Lamia, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Informatics and Computer Technology, Technological Educational Institute of Lamia, 3rd Km Old National Road Lamia-Athens, 35100, Lamia, Greece","institution_ids":["https://openalex.org/I179161674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037965915","display_name":"Elpiniki I. Papageorgiou","orcid":"https://orcid.org/0000-0003-2498-9661"},"institutions":[{"id":"https://openalex.org/I179161674","display_name":"Technological Educational Institute of Central Greece","ror":"https://ror.org/03ed9w591","country_code":"GR","type":"education","lineage":["https://openalex.org/I179161674"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Elpiniki Papageorgiou","raw_affiliation_strings":["Dept. of Informatics and Computer Technology, Technological Educational Institute of Lamia, 3rd Km Old National Road Lamia-Athens, 35100, Lamia, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Informatics and Computer Technology, Technological Educational Institute of Lamia, 3rd Km Old National Road Lamia-Athens, 35100, Lamia, Greece","institution_ids":["https://openalex.org/I179161674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046792635","display_name":"Michael Vassilakopoulos","orcid":"https://orcid.org/0000-0003-2256-5523"},"institutions":[{"id":"https://openalex.org/I179161674","display_name":"Technological Educational Institute of Central Greece","ror":"https://ror.org/03ed9w591","country_code":"GR","type":"education","lineage":["https://openalex.org/I179161674"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Michael Vassilakopoulos","raw_affiliation_strings":["Dept. of Computer Science & Biomedical Informatics, University of Central Greece, 2-4 Papasiopoulou st., 35100, Lamia, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science & Biomedical Informatics, University of Central Greece, 2-4 Papasiopoulou st., 35100, Lamia, Greece","institution_ids":["https://openalex.org/I179161674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I179161674"],"apc_list":null,"apc_paid":null,"fwci":1.1408,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.81506348,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"31","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9993000030517578,"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":0.9993000030517578,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9940000176429749,"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/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.8037929534912109},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6503115892410278},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6429269909858704},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5232747793197632},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5179668664932251},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47625732421875},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.45399153232574463},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.4236312806606293},{"id":"https://openalex.org/keywords/uncertain-data","display_name":"Uncertain data","score":0.4110681712627411},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4005824327468872}],"concepts":[{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.8037929534912109},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6503115892410278},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6429269909858704},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5232747793197632},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5179668664932251},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47625732421875},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.45399153232574463},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4236312806606293},{"id":"https://openalex.org/C2778865114","wikidata":"https://www.wikidata.org/wiki/Q7882489","display_name":"Uncertain data","level":2,"score":0.4110681712627411},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4005824327468872},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-20344-2_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-20344-2_2","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"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 Computational Intelligence","raw_type":"book-chapter"},{"id":"pmh:oai:ir.lib.uth.gr:11615/31006","is_oa":false,"landing_page_url":"http://hdl.handle.net/11615/31006","pdf_url":null,"source":{"id":"https://openalex.org/S4306400243","display_name":"University of Thessaly Institutional Repository (University of Thessaly)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I145722265","host_organization_name":"University of Thessaly","host_organization_lineage":["https://openalex.org/I145722265"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Studies in Computational Intelligence","raw_type":"other"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W9710364","https://openalex.org/W28639706","https://openalex.org/W51232225","https://openalex.org/W103378714","https://openalex.org/W107342854","https://openalex.org/W110496375","https://openalex.org/W259338706","https://openalex.org/W340865098","https://openalex.org/W564391039","https://openalex.org/W1482913321","https://openalex.org/W1492640216","https://openalex.org/W1504694836","https://openalex.org/W1512313081","https://openalex.org/W1531223525","https://openalex.org/W1543810694","https://openalex.org/W1554894024","https://openalex.org/W1580728910","https://openalex.org/W1592010119","https://openalex.org/W1592391206","https://openalex.org/W1592540064","https://openalex.org/W1596527888","https://openalex.org/W1640378004","https://openalex.org/W1667957304","https://openalex.org/W1722431364","https://openalex.org/W1769852110","https://openalex.org/W1801849579","https://openalex.org/W1971301835","https://openalex.org/W1978695274","https://openalex.org/W1988961608","https://openalex.org/W1991867138","https://openalex.org/W2004163464","https://openalex.org/W2018387423","https://openalex.org/W2025726065","https://openalex.org/W2046053552","https://openalex.org/W2053225543","https://openalex.org/W2076528385","https://openalex.org/W2086918511","https://openalex.org/W2088391601","https://openalex.org/W2089196696","https://openalex.org/W2091862370","https://openalex.org/W2095899692","https://openalex.org/W2096654243","https://openalex.org/W2098348339","https://openalex.org/W2099475326","https://openalex.org/W2107941094","https://openalex.org/W2125055259","https://openalex.org/W2125965138","https://openalex.org/W2132485937","https://openalex.org/W2135511047","https://openalex.org/W2140190241","https://openalex.org/W2144292234","https://openalex.org/W2145622829","https://openalex.org/W2148025626","https://openalex.org/W2150249087","https://openalex.org/W2152169700","https://openalex.org/W2153006481","https://openalex.org/W2154053567","https://openalex.org/W2154929945","https://openalex.org/W2162800060","https://openalex.org/W2166946443","https://openalex.org/W2171192195","https://openalex.org/W2172169577","https://openalex.org/W2240907403","https://openalex.org/W2501807371","https://openalex.org/W2506584907","https://openalex.org/W2561675875","https://openalex.org/W2915410163","https://openalex.org/W4250008071","https://openalex.org/W6602111849"],"related_works":["https://openalex.org/W2347951034","https://openalex.org/W2388326823","https://openalex.org/W2366876790","https://openalex.org/W4285338599","https://openalex.org/W2381829748","https://openalex.org/W2071981049","https://openalex.org/W2244460820","https://openalex.org/W2109336245","https://openalex.org/W2744606804","https://openalex.org/W2511325427"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}