{"id":"https://openalex.org/W775580088","doi":"https://doi.org/10.1080/08874417.2002.11647054","title":"Knowledge Mining from Trained Neural Networks","display_name":"Knowledge Mining from Trained Neural Networks","publication_year":2002,"publication_date":"2002-06-01","ids":{"openalex":"https://openalex.org/W775580088","doi":"https://doi.org/10.1080/08874417.2002.11647054","mag":"775580088"},"language":"en","primary_location":{"id":"doi:10.1080/08874417.2002.11647054","is_oa":false,"landing_page_url":"https://doi.org/10.1080/08874417.2002.11647054","pdf_url":null,"source":{"id":"https://openalex.org/S83133229","display_name":"Journal of Computer Information Systems","issn_l":"0887-4417","issn":["0887-4417","2380-2057"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Information Systems","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/A5067246240","display_name":"Chao\u2010Ton Su","orcid":"https://orcid.org/0000-0001-7630-1473"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chao-Ton Su","raw_affiliation_strings":["National Chiao Tung University, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055305051","display_name":"Hyh-Hwa Hsu","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hyh-Hwa Hsu","raw_affiliation_strings":["National Chiao Tung University, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040002002","display_name":"Chih\u2010Hung Tsai","orcid":"https://orcid.org/0000-0002-3374-8774"},"institutions":[{"id":"https://openalex.org/I901584119","display_name":"Ta Hwa University of Science and Technology","ror":"https://ror.org/00c55ce88","country_code":"TW","type":"education","lineage":["https://openalex.org/I901584119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Hung Tsai","raw_affiliation_strings":["Ta Hwa Institute of Technology, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ta Hwa Institute of Technology, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I901584119"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2795,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.81062153,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"42","issue":"4","first_page":"61","last_page":"70"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9994000196456909,"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/T10320","display_name":"Neural Networks and Applications","score":0.9994000196456909,"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":0.9879999756813049,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9521999955177307,"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/computer-science","display_name":"Computer science","score":0.6607688665390015},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6567636132240295},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49130764603614807},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4040825366973877}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6607688665390015},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6567636132240295},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49130764603614807},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4040825366973877}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/08874417.2002.11647054","is_oa":false,"landing_page_url":"https://doi.org/10.1080/08874417.2002.11647054","pdf_url":null,"source":{"id":"https://openalex.org/S83133229","display_name":"Journal of Computer Information Systems","issn_l":"0887-4417","issn":["0887-4417","2380-2057"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1546318328","https://openalex.org/W1970447461","https://openalex.org/W1971735090","https://openalex.org/W1984675336","https://openalex.org/W2023577742","https://openalex.org/W2026454263","https://openalex.org/W2036677213","https://openalex.org/W2075357005","https://openalex.org/W2104030629","https://openalex.org/W2109293916","https://openalex.org/W2111719156","https://openalex.org/W2112036221","https://openalex.org/W2112337384","https://openalex.org/W2112649152","https://openalex.org/W2114386642","https://openalex.org/W2132522091","https://openalex.org/W2145470394","https://openalex.org/W2152868637","https://openalex.org/W4244296837"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Despite":[0],"their":[1],"diverse":[2],"applications":[3],"in":[4],"many":[5,34],"domains,":[6],"neural":[7],"networks":[8],"are":[9,103],"difficult":[10],"to":[11,19,30,59,66,76,94],"interpret":[12],"owning":[13],"the":[14,21,26,46,61,78,83,86,106,109,117,120],"lack":[15],"of":[16,51,88,119],"mathematical":[17],"models":[18],"express":[20],"training":[22],"result.":[23],"While":[24],"adopting":[25],"rule":[27],"extraction":[28,71],"method":[29],"develop":[31],"different":[32],"algorithms,":[33,72,85],"researchers":[35],"normally":[36],"simplify":[37],"a":[38],"network's":[39],"structure":[40],"and":[41,70],"then":[42],"extract":[43],"rules":[44],"from":[45,108,114],"simplified":[47],"networks.":[48],"This":[49],"type":[50,87],"data":[52,90],"limits":[53],"such":[54],"conventional":[55],"approaches":[56],"when":[57],"attempting":[58],"remove":[60],"unnecessary":[62],"connections.":[63],"In":[64,82],"addition":[65],"developing":[67],"network":[68],"pruning":[69],"this":[73],"work":[74],"attempts":[75],"determine":[77],"important":[79],"input":[80,89],"nodes.":[81],"proposed":[84,110,121],"is":[91],"not":[92],"limited":[93],"binary,":[95],"discrete":[96],"or":[97],"continuous.":[98],"Moreover,":[99],"two":[100],"numerical":[101],"examples":[102],"analyzed.":[104],"Comparing":[105],"results":[107],"algorithms":[111],"with":[112],"those":[113],"See5":[115],"demonstrates":[116],"effectiveness":[118],"algorithms.":[122]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":5}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}