{"id":"https://openalex.org/W1986529768","doi":"https://doi.org/10.1007/s00521-012-0985-3","title":"Rule extraction from support vector machines by genetic algorithms","display_name":"Rule extraction from support vector machines by genetic algorithms","publication_year":2012,"publication_date":"2012-06-14","ids":{"openalex":"https://openalex.org/W1986529768","doi":"https://doi.org/10.1007/s00521-012-0985-3","mag":"1986529768"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-012-0985-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-012-0985-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Neural Computing and Applications","raw_type":"journal-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/A5113640991","display_name":"Yan-Cheng Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I189290911","display_name":"National Chung Shan Institute of Science and Technology","ror":"https://ror.org/034ezwg26","country_code":"TW","type":"government","lineage":["https://openalex.org/I189290911"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yan-Cheng Chen","raw_affiliation_strings":["Chung-Shan Institute of Science and Technology, No. 15, Shi Qi Zi, Gaoping village, Longtan Township, Taoyuan County, Taiwan","Chung-Shan Inst. of Sci. & Technol"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chung-Shan Institute of Science and Technology, No. 15, Shi Qi Zi, Gaoping village, Longtan Township, Taoyuan County, Taiwan","institution_ids":["https://openalex.org/I189290911"]},{"raw_affiliation_string":"Chung-Shan Inst. of Sci. & Technol","institution_ids":["https://openalex.org/I189290911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113613571","display_name":"Chao-Ton Su","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chao-Ton Su","raw_affiliation_strings":["Department of Industrial Engineering and Engineering Management, National Tsing Hua University, Room 820, Engineering Building I, 101, Sec. 2, Kuang Fu Road, Hsinchu, 30013, Taiwan","National Tsing Hua University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Engineering Management, National Tsing Hua University, Room 820, Engineering Building I, 101, Sec. 2, Kuang Fu Road, Hsinchu, 30013, Taiwan","institution_ids":["https://openalex.org/I25846049"]},{"raw_affiliation_string":"National Tsing Hua University","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048218061","display_name":"Taho Yang","orcid":"https://orcid.org/0000-0002-6317-4636"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Taho Yang","raw_affiliation_strings":["Institute of Manufacturing Information and Systems, National Cheng Kung University, Tainan City, Taiwan","National Cheng-Kung University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Manufacturing Information and Systems, National Cheng Kung University, Tainan City, Taiwan","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"National Cheng-Kung University","institution_ids":["https://openalex.org/I91807558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5113613571"],"corresponding_institution_ids":["https://openalex.org/I25846049"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.885,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.78724111,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"23","issue":"3-4","first_page":"729","last_page":"739"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9954000115394592,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9954000115394592,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.993399977684021,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9850000143051147,"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/support-vector-machine","display_name":"Support vector machine","score":0.8162590861320496},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.742552638053894},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5847594141960144},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5808687210083008},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5269879698753357},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.510097324848175},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5049150586128235},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.48833438754081726},{"id":"https://openalex.org/keywords/rule-based-system","display_name":"Rule-based system","score":0.45217588543891907},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4198707342147827},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3812994360923767}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8162590861320496},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.742552638053894},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5847594141960144},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5808687210083008},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5269879698753357},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.510097324848175},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5049150586128235},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.48833438754081726},{"id":"https://openalex.org/C149271511","wikidata":"https://www.wikidata.org/wiki/Q1417149","display_name":"Rule-based system","level":2,"score":0.45217588543891907},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4198707342147827},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3812994360923767},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-012-0985-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-012-0985-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W136993337","https://openalex.org/W152751697","https://openalex.org/W1481354511","https://openalex.org/W1489096431","https://openalex.org/W1497256448","https://openalex.org/W1528620860","https://openalex.org/W1549490638","https://openalex.org/W1563088657","https://openalex.org/W1565377632","https://openalex.org/W1565746575","https://openalex.org/W1594031697","https://openalex.org/W1602306524","https://openalex.org/W1639032689","https://openalex.org/W1670263352","https://openalex.org/W1966517947","https://openalex.org/W1967317389","https://openalex.org/W1999318832","https://openalex.org/W2082805970","https://openalex.org/W2088203270","https://openalex.org/W2096942889","https://openalex.org/W2104046064","https://openalex.org/W2113882472","https://openalex.org/W2122790238","https://openalex.org/W2125055259","https://openalex.org/W2131064753","https://openalex.org/W2133990480","https://openalex.org/W2139212933","https://openalex.org/W2142183404","https://openalex.org/W2154142492","https://openalex.org/W2156909104","https://openalex.org/W2166843422","https://openalex.org/W2584641794","https://openalex.org/W3023540311","https://openalex.org/W3085162807","https://openalex.org/W3120740533","https://openalex.org/W4285719527","https://openalex.org/W4297957988","https://openalex.org/W4301173492","https://openalex.org/W6602746890","https://openalex.org/W6606349838"],"related_works":["https://openalex.org/W2381850946","https://openalex.org/W4380449851","https://openalex.org/W3125091513","https://openalex.org/W4318832338","https://openalex.org/W1919390113","https://openalex.org/W4248383205","https://openalex.org/W2090763504","https://openalex.org/W4234745530","https://openalex.org/W2146383839","https://openalex.org/W2113981829"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-06-19T17:40:00.097472","created_date":"2025-10-10T00:00:00"}