{"id":"https://openalex.org/W2605288599","doi":"https://doi.org/10.1504/ijbic.2016.10004336","title":"A Rule Generation Algorithm from Neural Network using Classified and Misclassified Data","display_name":"A Rule Generation Algorithm from Neural Network using Classified and Misclassified Data","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2605288599","doi":"https://doi.org/10.1504/ijbic.2016.10004336","mag":"2605288599"},"language":"en","primary_location":{"id":"doi:10.1504/ijbic.2016.10004336","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijbic.2016.10004336","pdf_url":null,"source":{"id":"https://openalex.org/S121342672","display_name":"International Journal of Bio-Inspired Computation","issn_l":"1758-0366","issn":["1758-0366","1758-0374"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Bio-Inspired Computation","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/A5043818101","display_name":"Biswajit Purkayastha","orcid":"https://orcid.org/0009-0003-7302-2585"},"institutions":[{"id":"https://openalex.org/I151903974","display_name":"National Institute Of Technology Silchar","ror":"https://ror.org/001ws2a36","country_code":"IN","type":"education","lineage":["https://openalex.org/I151903974"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Biswajit Purkayastha","raw_affiliation_strings":["Computer Science and Engineering Department, National Institute of Technology, Silchar-788010, Assam, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Department, National Institute of Technology, Silchar-788010, Assam, India","institution_ids":["https://openalex.org/I151903974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112248175","display_name":"Saroj K. Biswas","orcid":"https://orcid.org/0000-0001-5812-4047"},"institutions":[{"id":"https://openalex.org/I151903974","display_name":"National Institute Of Technology Silchar","ror":"https://ror.org/001ws2a36","country_code":"IN","type":"education","lineage":["https://openalex.org/I151903974"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saroj Biswas","raw_affiliation_strings":["Computer Science and Engineering Department, National Institute of Technology, Silchar-788010, Assam, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Department, National Institute of Technology, Silchar-788010, Assam, India","institution_ids":["https://openalex.org/I151903974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022518739","display_name":"Manomita Chakraborty","orcid":"https://orcid.org/0000-0002-0285-6721"},"institutions":[{"id":"https://openalex.org/I151903974","display_name":"National Institute Of Technology Silchar","ror":"https://ror.org/001ws2a36","country_code":"IN","type":"education","lineage":["https://openalex.org/I151903974"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manomita Chakraborty","raw_affiliation_strings":["Computer Science and Engineering Department, National Institute of Technology, Silchar-788010, Assam, IndiaNIT Silchar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Department, National Institute of Technology, Silchar-788010, Assam, IndiaNIT Silchar","institution_ids":["https://openalex.org/I151903974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I151903974"],"apc_list":null,"apc_paid":null,"fwci":1.6098,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.90419095,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"1","issue":"1","first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.916700005531311,"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":0.916700005531311,"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":0.7935278415679932},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.772520899772644},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5432478189468384},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5389912724494934},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5252199769020081},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5145551562309265},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5042768716812134},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41341933608055115},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.4121990203857422}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7935278415679932},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.772520899772644},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5432478189468384},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5389912724494934},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5252199769020081},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5145551562309265},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5042768716812134},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41341933608055115},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.4121990203857422},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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:10.1504/ijbic.2016.10004336","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijbic.2016.10004336","pdf_url":null,"source":{"id":"https://openalex.org/S121342672","display_name":"International Journal of Bio-Inspired Computation","issn_l":"1758-0366","issn":["1758-0366","1758-0374"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Bio-Inspired Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1584270863","https://openalex.org/W1595652908","https://openalex.org/W2603525251","https://openalex.org/W4285294654","https://openalex.org/W2085961337","https://openalex.org/W3113777316","https://openalex.org/W2386241395","https://openalex.org/W2357447513","https://openalex.org/W2107201395","https://openalex.org/W2144801536"],"abstract_inverted_index":{"Classification":[0],"is":[1,13,52,84,102],"one":[2,14],"of":[3,7,15,25,34,80,145],"the":[4,16,30,142,157],"important":[5],"tasks":[6],"data":[8,143],"mining":[9],"and":[10,110,136,162],"neural":[11,35,58,63,120],"network":[12,36,64,121],"best":[17],"known":[18],"tools":[19],"for":[20,40,72,122],"doing":[21],"this":[22,100],"task.":[23],"Despite":[24],"producing":[26],"high":[27],"classification":[28,74],"accuracy,":[29],"black":[31],"box":[32],"nature":[33],"makes":[37,62],"it":[38],"useless":[39],"many":[41,88],"applications":[42],"which":[43],"require":[44],"transparency":[45],"in":[46,148],"its":[47],"decision-making":[48],"process.":[49],"This":[50],"drawback":[51],"overcome":[53],"by":[54,76],"extracting":[55],"rules":[56,117,164],"from":[57,118],"network.":[59],"Rule":[60],"extraction":[61,92],"an":[65,78],"alternative":[66],"to":[67,105,139,166],"other":[68],"machine":[69],"learning":[70],"methods":[71],"handling":[73],"problems":[75],"deriving":[77],"explanation":[79],"how":[81],"each":[82],"decision":[83],"made.":[85],"Till":[86],"now,":[87],"algorithms":[89],"on":[90,99,104],"rule":[91],"have":[93],"been":[94],"proposed":[95,114,132,158],"but":[96],"still":[97],"research":[98],"area":[101],"going":[103],"find":[106,140],"out":[107,141],"more":[108],"accurate":[109,161],"understandable":[111,163],"rules.":[112],"The":[113,131,151],"algorithm":[115,133,159],"extracts":[116],"trained":[119],"datasets":[123],"with":[124],"mixed":[125],"mode":[126],"attributes":[127,147],"using":[128],"pedagogical":[129],"approach.":[130],"uses":[134],"classified":[135],"misclassified":[137],"patterns":[138],"ranges":[144],"significant":[146],"respective":[149],"classes.":[150],"experimental":[152],"results":[153],"clearly":[154],"show":[155],"that":[156],"produces":[160],"compared":[165],"existing":[167],"algorithms.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}