{"id":"https://openalex.org/W1600246936","doi":"https://doi.org/10.1007/978-3-540-24694-7_86","title":"Applying Genetic and Symbolic Learning Algorithms to Extract Rules from Artificial Neural Networks","display_name":"Applying Genetic and Symbolic Learning Algorithms to Extract Rules from Artificial Neural Networks","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W1600246936","doi":"https://doi.org/10.1007/978-3-540-24694-7_86","mag":"1600246936"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-24694-7_86","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-24694-7_86","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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/A5035720991","display_name":"Cl\u00e1udia Regina Milar\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Claudia R. Milar\u00e9","raw_affiliation_strings":["Department of Computer Science and Statistics \u2013 SCE Laboratory of Computational Intelligence \u2013 LABIC, University of S\u00e3o Paulo \u2013 USP Institute of Mathematics and Computer Science \u2013 ICMC, P. O. Box 668, 13560-970, S\u00e3o Carlos, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Statistics \u2013 SCE Laboratory of Computational Intelligence \u2013 LABIC, University of S\u00e3o Paulo \u2013 USP Institute of Mathematics and Computer Science \u2013 ICMC, P. O. Box 668, 13560-970, S\u00e3o Carlos, SP, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102371518","display_name":"Gustavo E. A. P. A. Batista","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gustavo E. A. P. A. Batista","raw_affiliation_strings":["Department of Computer Science and Statistics \u2013 SCE Laboratory of Computational Intelligence \u2013 LABIC, University of S\u00e3o Paulo \u2013 USP Institute of Mathematics and Computer Science \u2013 ICMC, P. O. Box 668, 13560-970, S\u00e3o Carlos, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Statistics \u2013 SCE Laboratory of Computational Intelligence \u2013 LABIC, University of S\u00e3o Paulo \u2013 USP Institute of Mathematics and Computer Science \u2013 ICMC, P. O. Box 668, 13560-970, S\u00e3o Carlos, SP, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079499583","display_name":"Andr\u00e9 C. P. L. F. de Carvalho","orcid":"https://orcid.org/0000-0002-4765-6459"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Carlos P. L. F. de Carvalho","raw_affiliation_strings":["Department of Computer Science and Statistics \u2013 SCE Laboratory of Computational Intelligence \u2013 LABIC, University of S\u00e3o Paulo \u2013 USP Institute of Mathematics and Computer Science \u2013 ICMC, P. O. Box 668, 13560-970, S\u00e3o Carlos, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Statistics \u2013 SCE Laboratory of Computational Intelligence \u2013 LABIC, University of S\u00e3o Paulo \u2013 USP Institute of Mathematics and Computer Science \u2013 ICMC, P. O. Box 668, 13560-970, S\u00e3o Carlos, SP, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000813310","display_name":"Maria Carolina Monard","orcid":"https://orcid.org/0000-0001-6004-7407"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Maria C. Monard","raw_affiliation_strings":["Department of Computer Science and Statistics \u2013 SCE Laboratory of Computational Intelligence \u2013 LABIC, University of S\u00e3o Paulo \u2013 USP Institute of Mathematics and Computer Science \u2013 ICMC, P. O. Box 668, 13560-970, S\u00e3o Carlos, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Statistics \u2013 SCE Laboratory of Computational Intelligence \u2013 LABIC, University of S\u00e3o Paulo \u2013 USP Institute of Mathematics and Computer Science \u2013 ICMC, P. O. Box 668, 13560-970, S\u00e3o Carlos, SP, Brazil","institution_ids":["https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5035720991"],"corresponding_institution_ids":["https://openalex.org/I17974374"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2275,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.54997754,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"833","last_page":"843"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9704999923706055,"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":0.9704999923706055,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.920799970626831,"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":0.7716987133026123},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7508988380432129},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6152149438858032},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.5814082622528076},{"id":"https://openalex.org/keywords/inductive-bias","display_name":"Inductive bias","score":0.5422606468200684},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5253074765205383},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49630409479141235},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4689319431781769},{"id":"https://openalex.org/keywords/symbolic-regression","display_name":"Symbolic regression","score":0.43766576051712036},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.43072229623794556},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.25912490487098694},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.13613978028297424},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.12174680829048157}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7716987133026123},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7508988380432129},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6152149438858032},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.5814082622528076},{"id":"https://openalex.org/C197352929","wikidata":"https://www.wikidata.org/wiki/Q1074074","display_name":"Inductive bias","level":4,"score":0.5422606468200684},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5253074765205383},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49630409479141235},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4689319431781769},{"id":"https://openalex.org/C2776400721","wikidata":"https://www.wikidata.org/wiki/Q18171762","display_name":"Symbolic regression","level":3,"score":0.43766576051712036},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43072229623794556},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.25912490487098694},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.13613978028297424},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.12174680829048157},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-24694-7_86","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-24694-7_86","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1504694836","https://openalex.org/W1527532036","https://openalex.org/W2063046703","https://openalex.org/W2125055259","https://openalex.org/W2134682899","https://openalex.org/W2136000097","https://openalex.org/W2167277498","https://openalex.org/W2766736793","https://openalex.org/W3207342693","https://openalex.org/W4300402905"],"related_works":["https://openalex.org/W2372415543","https://openalex.org/W2354205711","https://openalex.org/W2808717917","https://openalex.org/W2377292223","https://openalex.org/W2366584243","https://openalex.org/W2376563992","https://openalex.org/W2360006733","https://openalex.org/W4304590249","https://openalex.org/W2366368367","https://openalex.org/W2385996327"],"abstract_inverted_index":null,"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
