{"id":"https://openalex.org/W2110015497","doi":"https://doi.org/10.1109/ijcnn.2008.4633993","title":"The rule-extraction through the preimage analysis","display_name":"The rule-extraction through the preimage analysis","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W2110015497","doi":"https://doi.org/10.1109/ijcnn.2008.4633993","mag":"2110015497"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2008.4633993","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2008.4633993","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)","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/A5057070512","display_name":"Rua\u2010Huan Tsaih","orcid":"https://orcid.org/0000-0001-8537-8915"},"institutions":[{"id":"https://openalex.org/I87354575","display_name":"National Chengchi University","ror":"https://ror.org/03rqk8h36","country_code":"TW","type":"education","lineage":["https://openalex.org/I87354575"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Rua-Huan Tsaih","raw_affiliation_strings":["Department of Management Information Systems, National Chengchi University, Taiwan","Dept. of Manage. Inf. Syst., Nat. Chengchi Univ., Taipei"],"affiliations":[{"raw_affiliation_string":"Department of Management Information Systems, National Chengchi University, Taiwan","institution_ids":["https://openalex.org/I87354575"]},{"raw_affiliation_string":"Dept. of Manage. Inf. Syst., Nat. Chengchi Univ., Taipei","institution_ids":["https://openalex.org/I87354575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101423692","display_name":"Yat\u2010wah Wan","orcid":"https://orcid.org/0000-0001-7058-8354"},"institutions":[{"id":"https://openalex.org/I87354575","display_name":"National Chengchi University","ror":"https://ror.org/03rqk8h36","country_code":"TW","type":"education","lineage":["https://openalex.org/I87354575"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yat-wah Wan","raw_affiliation_strings":["Department of Management Information Systems, National Chengchi University, Taiwan","Dept. of Manage. Inf. Syst., Nat. Chengchi Univ., Taipei"],"affiliations":[{"raw_affiliation_string":"Department of Management Information Systems, National Chengchi University, Taiwan","institution_ids":["https://openalex.org/I87354575"]},{"raw_affiliation_string":"Dept. of Manage. Inf. Syst., Nat. Chengchi Univ., Taipei","institution_ids":["https://openalex.org/I87354575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081526846","display_name":"Shin\u2010Ying Huang","orcid":"https://orcid.org/0000-0003-3825-3129"},"institutions":[{"id":"https://openalex.org/I87354575","display_name":"National Chengchi University","ror":"https://ror.org/03rqk8h36","country_code":"TW","type":"education","lineage":["https://openalex.org/I87354575"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shin-Ying Huang","raw_affiliation_strings":["Department of Management Information Systems, National Chengchi University, Taiwan","Dept. of Manage. Inf. Syst., Nat. Chengchi Univ., Taipei"],"affiliations":[{"raw_affiliation_string":"Department of Management Information Systems, National Chengchi University, Taiwan","institution_ids":["https://openalex.org/I87354575"]},{"raw_affiliation_string":"Dept. of Manage. Inf. Syst., Nat. Chengchi Univ., Taipei","institution_ids":["https://openalex.org/I87354575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057070512"],"corresponding_institution_ids":["https://openalex.org/I87354575"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09226985,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"1488","last_page":"1494"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9994999766349792,"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":0.9994999766349792,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9779999852180481,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13832","display_name":"Advanced Decision-Making Techniques","score":0.9585999846458435,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/activation-function","display_name":"Activation function","score":0.6930980086326599},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5967273712158203},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5753880739212036},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5718885064125061},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5462758541107178},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.54290372133255},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5312862992286682},{"id":"https://openalex.org/keywords/hyperbolic-function","display_name":"Hyperbolic function","score":0.4765225648880005},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4715564250946045},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45321884751319885},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.315166175365448},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28895318508148193},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.08311870694160461},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0782235860824585},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.05889064073562622}],"concepts":[{"id":"https://openalex.org/C38365724","wikidata":"https://www.wikidata.org/wiki/Q4677469","display_name":"Activation function","level":3,"score":0.6930980086326599},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5967273712158203},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5753880739212036},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5718885064125061},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5462758541107178},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.54290372133255},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5312862992286682},{"id":"https://openalex.org/C92047909","wikidata":"https://www.wikidata.org/wiki/Q204034","display_name":"Hyperbolic function","level":2,"score":0.4765225648880005},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4715564250946045},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45321884751319885},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.315166175365448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28895318508148193},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.08311870694160461},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0782235860824585},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.05889064073562622},{"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/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2008.4633993","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2008.4633993","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1965806369","https://openalex.org/W1989140737","https://openalex.org/W2061415549","https://openalex.org/W2073435713","https://openalex.org/W2096196206","https://openalex.org/W2109779438","https://openalex.org/W2128033389","https://openalex.org/W2133671888","https://openalex.org/W2136734237","https://openalex.org/W2144612220","https://openalex.org/W2151523532","https://openalex.org/W2167982865","https://openalex.org/W2917443388","https://openalex.org/W4300402905"],"related_works":["https://openalex.org/W2893539081","https://openalex.org/W3024877706","https://openalex.org/W3022392884","https://openalex.org/W4385451479","https://openalex.org/W4210854505","https://openalex.org/W3012219884","https://openalex.org/W4295036712","https://openalex.org/W4375958661","https://openalex.org/W4211198594","https://openalex.org/W2811324119"],"abstract_inverted_index":{"This":[0],"study":[1],"reveals":[2],"the":[3,6,19,28,36,39,50],"properties":[4],"of":[5,38,52],"input/output":[7],"relationship":[8],"for":[9,55],"a":[10,56],"real-valued":[11],"single-hidden":[12],"layer":[13],"feed-forward":[14],"neural":[15],"network":[16],"(SLFN)":[17],"with":[18],"tanh":[20],"activation":[21,30],"function":[22,31],"on":[23,32],"all":[24],"hidden-layer":[25],"nodes":[26],"and":[27],"linear":[29],"output":[33,58],"node.":[34],"Specifically,":[35],"rule-extraction":[37],"SLFN":[40],"is":[41,49],"done":[42],"through":[43],"mathematically":[44],"analyzing":[45],"its":[46],"preimage,":[47],"which":[48],"set":[51],"input":[53],"values":[54],"given":[57],"value.":[59]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
