{"id":"https://openalex.org/W4240319040","doi":"https://doi.org/10.1080/18756891.2011.9727852","title":"A Novel Fuzzy Rough Granular Neural Network for Classification","display_name":"A Novel Fuzzy Rough Granular Neural Network for Classification","publication_year":2011,"publication_date":"2011-09-01","ids":{"openalex":"https://openalex.org/W4240319040","doi":"https://doi.org/10.1080/18756891.2011.9727852"},"language":"en","primary_location":{"id":"doi:10.1080/18756891.2011.9727852","is_oa":true,"landing_page_url":"https://doi.org/10.1080/18756891.2011.9727852","pdf_url":null,"source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1080/18756891.2011.9727852","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078917791","display_name":"Avatharam Ganivada","orcid":"https://orcid.org/0000-0003-0377-7635"},"institutions":[{"id":"https://openalex.org/I6498739","display_name":"Indian Statistical Institute","ror":"https://ror.org/00q2w1j53","country_code":"IN","type":"education","lineage":["https://openalex.org/I6498739"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Avatharam Ganivada","raw_affiliation_strings":["Center for Soft Computing Research , Indian Statistical Institute ,  Kolkata ,  700108 ,  India  E-mail:  avatharg@yahoo.co.in, sankarpal@yahoo.com"],"affiliations":[{"raw_affiliation_string":"Center for Soft Computing Research , Indian Statistical Institute ,  Kolkata ,  700108 ,  India  E-mail:  avatharg@yahoo.co.in, sankarpal@yahoo.com","institution_ids":["https://openalex.org/I6498739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037803714","display_name":"Sankar K. Pal","orcid":"https://orcid.org/0000-0003-3301-4751"},"institutions":[{"id":"https://openalex.org/I6498739","display_name":"Indian Statistical Institute","ror":"https://ror.org/00q2w1j53","country_code":"IN","type":"education","lineage":["https://openalex.org/I6498739"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sankar K. Pal","raw_affiliation_strings":["Center for Soft Computing Research , Indian Statistical Institute ,  Kolkata ,  700108 ,  India  E-mail:  avatharg@yahoo.co.in, sankarpal@yahoo.com"],"affiliations":[{"raw_affiliation_string":"Center for Soft Computing Research , Indian Statistical Institute ,  Kolkata ,  700108 ,  India  E-mail:  avatharg@yahoo.co.in, sankarpal@yahoo.com","institution_ids":["https://openalex.org/I6498739"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5078917791"],"corresponding_institution_ids":["https://openalex.org/I6498739"],"apc_list":{"value":1390,"currency":"GBP","value_usd":1704},"apc_paid":{"value":1390,"currency":"GBP","value_usd":1704},"fwci":0.9415,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.77699881,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"4","issue":"5","first_page":"1042","last_page":"1051"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9998999834060669,"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":0.9998999834060669,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9797000288963318,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9782999753952026,"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/rough-set","display_name":"Rough set","score":0.8034316301345825},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.597468912601471},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5792960524559021},{"id":"https://openalex.org/keywords/granular-computing","display_name":"Granular computing","score":0.5779309272766113},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.569670557975769},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5660737752914429},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5189390182495117},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5058386325836182},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4977090656757355},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4389282166957855},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.43619537353515625},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.41150206327438354},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34623318910598755},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.23793387413024902}],"concepts":[{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.8034316301345825},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.597468912601471},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5792960524559021},{"id":"https://openalex.org/C17209119","wikidata":"https://www.wikidata.org/wiki/Q5596712","display_name":"Granular computing","level":3,"score":0.5779309272766113},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.569670557975769},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5660737752914429},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5189390182495117},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5058386325836182},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4977090656757355},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4389282166957855},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.43619537353515625},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.41150206327438354},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34623318910598755},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.23793387413024902}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/18756891.2011.9727852","is_oa":true,"landing_page_url":"https://doi.org/10.1080/18756891.2011.9727852","pdf_url":null,"source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1080/18756891.2011.9727852","is_oa":true,"landing_page_url":"https://doi.org/10.1080/18756891.2011.9727852","pdf_url":null,"source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1524157153","https://openalex.org/W1548588131","https://openalex.org/W1568754384","https://openalex.org/W1820688260","https://openalex.org/W1964228588","https://openalex.org/W2002680690","https://openalex.org/W2016415759","https://openalex.org/W2095727900","https://openalex.org/W2102025148","https://openalex.org/W2126964472","https://openalex.org/W2128771953","https://openalex.org/W2131772950","https://openalex.org/W2137205163","https://openalex.org/W2138152543","https://openalex.org/W2153676086","https://openalex.org/W2162364423","https://openalex.org/W2243346488","https://openalex.org/W2325227998","https://openalex.org/W4211007335","https://openalex.org/W4232953319"],"related_works":["https://openalex.org/W2385082087","https://openalex.org/W2978631811","https://openalex.org/W2381555525","https://openalex.org/W2484240834","https://openalex.org/W327654139","https://openalex.org/W2389689794","https://openalex.org/W1970726137","https://openalex.org/W2367964367","https://openalex.org/W2020100635","https://openalex.org/W2004353068"],"abstract_inverted_index":{"A":[0],"novel":[1],"fuzzy":[2,19,34],"rough":[3,35],"granular":[4,54],"neural":[5],"network":[6,46,61],"(NFRGNN)":[7],"based":[8],"on":[9,81],"the":[10,45,48,60,63],"multilayer":[11],"perceptron":[12],"using":[13,33],"back-propagation":[14],"algorithm":[15],"is":[16,41,57,66,79],"described":[17],"for":[18],"classification":[20],"of":[21,28,50,70,77],"patterns.":[22],"We":[23],"provide":[24],"a":[25],"development":[26],"strategy":[27],"knowledge":[29,40],"extraction":[30],"from":[31],"data":[32,85],"set":[36],"theoretic":[37],"techniques.":[38],"Extracted":[39],"then":[42],"encoded":[43],"into":[44],"in":[47,68],"form":[49],"initial":[51],"weights.":[52],"The":[53,75],"input":[55],"vector":[56,65],"presented":[58],"to":[59],"while":[62],"target":[64],"provided":[67],"terms":[69],"membership":[71],"values":[72],"and":[73],"zeros.":[74],"superiority":[76],"NFRGNN":[78],"demonstrated":[80],"several":[82],"real":[83],"life":[84],"sets.":[86]},"counts_by_year":[{"year":2021,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}