{"id":"https://openalex.org/W1583984142","doi":"https://doi.org/10.1109/ijcnn.2005.1555876","title":"On the design of an ellipsoid ARTMAP classifier within the fuzzy adaptive system ART framework","display_name":"On the design of an ellipsoid ARTMAP classifier within the fuzzy adaptive system ART framework","publication_year":2006,"publication_date":"2006-01-05","ids":{"openalex":"https://openalex.org/W1583984142","doi":"https://doi.org/10.1109/ijcnn.2005.1555876","mag":"1583984142"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2005.1555876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2005.1555876","pdf_url":null,"source":{"id":"https://openalex.org/S4363609022","display_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://stars.library.ucf.edu/scopus2000/3290","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111619976","display_name":"Rolando Grave de Peralta","orcid":null},"institutions":[{"id":"https://openalex.org/I106959904","display_name":"Florida Institute of Technology","ror":"https://ror.org/04atsbb87","country_code":"US","type":"education","lineage":["https://openalex.org/I106959904"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"R. Peralta","raw_affiliation_strings":["Electrical & Computer Engineering, Florida Institute of Technology, Melbourne, FL, USA"],"affiliations":[{"raw_affiliation_string":"Electrical & Computer Engineering, Florida Institute of Technology, Melbourne, FL, USA","institution_ids":["https://openalex.org/I106959904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102864967","display_name":"Georgios C. Anagnostopoulos","orcid":"https://orcid.org/0000-0001-6008-0303"},"institutions":[{"id":"https://openalex.org/I106959904","display_name":"Florida Institute of Technology","ror":"https://ror.org/04atsbb87","country_code":"US","type":"education","lineage":["https://openalex.org/I106959904"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"G.C. Anagnostopoulos","raw_affiliation_strings":["Electrical & Computer Engineering, Florida Institute of Technology, Melbourne, FL, USA"],"affiliations":[{"raw_affiliation_string":"Electrical & Computer Engineering, Florida Institute of Technology, Melbourne, FL, USA","institution_ids":["https://openalex.org/I106959904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081670545","display_name":"Eduardo G\u00f3mez\u2010S\u00e1nchez","orcid":"https://orcid.org/0000-0003-0062-916X"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"E. Gomez-Sanchez","raw_affiliation_strings":["Communications & Telematics, University of Valladolid, Valladolid, Spain"],"affiliations":[{"raw_affiliation_string":"Communications & Telematics, University of Valladolid, Valladolid, Spain","institution_ids":["https://openalex.org/I108103353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111640778","display_name":"S.M. Richie","orcid":null},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Richie","raw_affiliation_strings":["Electrical Engineering, University of Central Florida, Orlando, FL, USA"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5111619976"],"corresponding_institution_ids":["https://openalex.org/I106959904"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.1271777,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"469","last_page":"474"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9995999932289124,"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":0.9940999746322632,"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/ellipsoid","display_name":"Ellipsoid","score":0.8813605308532715},{"id":"https://openalex.org/keywords/centroid","display_name":"Centroid","score":0.7006406188011169},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6341575384140015},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5986254811286926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5945305824279785},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.583820104598999},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5386277437210083},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4786164164543152},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.45288801193237305},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40577179193496704},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.39261379837989807},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35315996408462524}],"concepts":[{"id":"https://openalex.org/C57489055","wikidata":"https://www.wikidata.org/wiki/Q190046","display_name":"Ellipsoid","level":2,"score":0.8813605308532715},{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.7006406188011169},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6341575384140015},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5986254811286926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5945305824279785},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.583820104598999},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5386277437210083},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4786164164543152},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.45288801193237305},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40577179193496704},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39261379837989807},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35315996408462524},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ijcnn.2005.1555876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2005.1555876","pdf_url":null,"source":{"id":"https://openalex.org/S4363609022","display_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","raw_type":"proceedings-article"},{"id":"pmh:oai:stars.library.ucf.edu:scopus2000-4289","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2000/3290","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2000s","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.226.7130","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.226.7130","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://phoenix.fit.edu/~georgio/pubs/Peralta_ijcnn_2005.pdf","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:stars.library.ucf.edu:scopus2000-4289","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2000/3290","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2000s","raw_type":"text"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W134309601","https://openalex.org/W574404664","https://openalex.org/W1950060225","https://openalex.org/W1977501201","https://openalex.org/W1982610692","https://openalex.org/W2020584062","https://openalex.org/W2038394637","https://openalex.org/W2075807321","https://openalex.org/W2109731247","https://openalex.org/W2166280719","https://openalex.org/W2495154229","https://openalex.org/W2730657452"],"related_works":["https://openalex.org/W2381926679","https://openalex.org/W1986006778","https://openalex.org/W2390718407","https://openalex.org/W2005485125","https://openalex.org/W2085363807","https://openalex.org/W2007009951","https://openalex.org/W2034124193","https://openalex.org/W2379017606","https://openalex.org/W2151191523","https://openalex.org/W115238348"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3,39,59,85],"present":[4],"the":[5,30,61,76,82,87],"design":[6,91],"of":[7,78,89,101,111],"fuzzy":[8,31],"adaptive":[9,32],"system":[10,33],"ellipsoid":[11,20],"ARTMAP":[12,21],"(FASEAM),":[13],"a":[14,41,54,66,109],"novel":[15],"neural":[16],"architecture":[17],"based":[18],"on":[19,108],"(EAM)":[22],"that":[23,50],"is":[24,51,72],"equipped":[25],"with":[26,65],"concepts":[27],"utilized":[28],"in":[29,53,99],"ART":[34],"(FASART)":[35],"architecture.":[36],"More":[37],"specifically,":[38],"derive":[40],"new":[42],"category":[43,63],"choice":[44],"function":[45],"appropriate":[46],"for":[47],"EAM":[48,62,96],"categories":[49],"non-constant":[52],"category's":[55],"representation":[56],"region.":[57],"Additionally,":[58],"augment":[60],"description":[64],"centroid":[67],"vector,":[68],"whose":[69],"learning":[70],"rate":[71],"inversely":[73],"proportional":[74],"to":[75],"number":[77],"training":[79],"patterns":[80],"accessing":[81],"category.":[83],"Finally,":[84],"demonstrate":[86],"merits":[88],"our":[90],"choices":[92],"by":[93],"comparing":[94],"FASART,":[95],"and":[97,104],"FASEAM":[98],"terms":[100],"generalization":[102],"performance":[103],"final":[105],"structural":[106],"complexity":[107],"set":[110],"classification":[112],"problems.":[113]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
