{"id":"https://openalex.org/W105943554","doi":"https://doi.org/10.1007/978-3-642-20859-1_11","title":"An Enhanced Support Vector Machines Model for Classification and Rule Generation","display_name":"An Enhanced Support Vector Machines Model for Classification and Rule Generation","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W105943554","doi":"https://doi.org/10.1007/978-3-642-20859-1_11","mag":"105943554"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-20859-1_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-20859-1_11","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/A5053089335","display_name":"Ping\u2010Feng Pai","orcid":"https://orcid.org/0000-0002-4020-3326"},"institutions":[{"id":"https://openalex.org/I193365169","display_name":"National Chi Nan University","ror":"https://ror.org/03ha6v181","country_code":"TW","type":"education","lineage":["https://openalex.org/I193365169"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ping-Feng Pai","raw_affiliation_strings":["Department of Information Management, National Chi Nan University, Taiwan, ROC"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Chi Nan University, Taiwan, ROC","institution_ids":["https://openalex.org/I193365169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029621994","display_name":"Ming-Fu Hsu","orcid":"https://orcid.org/0000-0002-8936-9861"},"institutions":[{"id":"https://openalex.org/I193365169","display_name":"National Chi Nan University","ror":"https://ror.org/03ha6v181","country_code":"TW","type":"education","lineage":["https://openalex.org/I193365169"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Fu Hsu","raw_affiliation_strings":["Department of International Business Studies, National Chi Nan University, Taiwan, ROC"],"affiliations":[{"raw_affiliation_string":"Department of International Business Studies, National Chi Nan University, Taiwan, ROC","institution_ids":["https://openalex.org/I193365169"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5053089335"],"corresponding_institution_ids":["https://openalex.org/I193365169"],"apc_list":null,"apc_paid":null,"fwci":1.9456,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.84803922,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"241","last_page":"258"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.996999979019165,"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":0.996999979019165,"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/T10057","display_name":"Face and Expression Recognition","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9930999875068665,"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":0.8477071523666382},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6670434474945068},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6020188331604004},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5880597829818726},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.523729145526886},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4986567497253418},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.49671536684036255},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.4836605489253998},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.48305994272232056},{"id":"https://openalex.org/keywords/structured-support-vector-machine","display_name":"Structured support vector machine","score":0.48288893699645996},{"id":"https://openalex.org/keywords/ranking-svm","display_name":"Ranking SVM","score":0.45933616161346436},{"id":"https://openalex.org/keywords/statistical-learning-theory","display_name":"Statistical learning theory","score":0.4264557361602783},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3496153652667999},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13440155982971191}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8477071523666382},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6670434474945068},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6020188331604004},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5880597829818726},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.523729145526886},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4986567497253418},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.49671536684036255},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.4836605489253998},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.48305994272232056},{"id":"https://openalex.org/C125168437","wikidata":"https://www.wikidata.org/wiki/Q7625184","display_name":"Structured support vector machine","level":3,"score":0.48288893699645996},{"id":"https://openalex.org/C124975894","wikidata":"https://www.wikidata.org/wiki/Q7293290","display_name":"Ranking SVM","level":3,"score":0.45933616161346436},{"id":"https://openalex.org/C2779915298","wikidata":"https://www.wikidata.org/wiki/Q7604400","display_name":"Statistical learning theory","level":3,"score":0.4264557361602783},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3496153652667999},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13440155982971191},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-20859-1_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-20859-1_11","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W61363324","https://openalex.org/W152751697","https://openalex.org/W580594664","https://openalex.org/W1484545635","https://openalex.org/W1491761690","https://openalex.org/W1497256448","https://openalex.org/W1514949376","https://openalex.org/W1522629397","https://openalex.org/W1530010412","https://openalex.org/W1534707631","https://openalex.org/W1540861017","https://openalex.org/W1560724230","https://openalex.org/W1563088657","https://openalex.org/W1596854558","https://openalex.org/W1980151175","https://openalex.org/W1986078433","https://openalex.org/W1986604238","https://openalex.org/W1989344766","https://openalex.org/W2014868958","https://openalex.org/W2015320147","https://openalex.org/W2017337590","https://openalex.org/W2042601857","https://openalex.org/W2044240774","https://openalex.org/W2057552436","https://openalex.org/W2076526693","https://openalex.org/W2080379544","https://openalex.org/W2092342745","https://openalex.org/W2092673937","https://openalex.org/W2103780778","https://openalex.org/W2116045745","https://openalex.org/W2122450421","https://openalex.org/W2123737232","https://openalex.org/W2126371452","https://openalex.org/W2130759652","https://openalex.org/W2133462743","https://openalex.org/W2134711247","https://openalex.org/W2147232895","https://openalex.org/W2148603752","https://openalex.org/W2150950420","https://openalex.org/W2151580670","https://openalex.org/W2152195021","https://openalex.org/W2157219191","https://openalex.org/W2323746689","https://openalex.org/W2402846924","https://openalex.org/W2504658994","https://openalex.org/W2899605173","https://openalex.org/W3023596864","https://openalex.org/W3123427206","https://openalex.org/W3146425672","https://openalex.org/W3195149063","https://openalex.org/W4232872328","https://openalex.org/W4241830353","https://openalex.org/W4250426676","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2356478727","https://openalex.org/W2383448435","https://openalex.org/W2349452475","https://openalex.org/W2368933322","https://openalex.org/W2383131402","https://openalex.org/W2365753686","https://openalex.org/W2441672559","https://openalex.org/W1948992892","https://openalex.org/W2389264710","https://openalex.org/W4291214623"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2014,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
