{"id":"https://openalex.org/W2394551027","doi":null,"title":"A Hybrid Fuzzy-Firefly Approach for Rule-Based Classification","display_name":"A Hybrid Fuzzy-Firefly Approach for Rule-Based Classification","publication_year":2014,"publication_date":"2014-05-03","ids":{"openalex":"https://openalex.org/W2394551027","mag":"2394551027"},"language":"en","primary_location":{"id":"mag:2394551027","doi":null,"is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/flairs/flairs2014.html#PouyanYON14","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5005527065","display_name":"Maziyar Baran Pouyan","orcid":"https://orcid.org/0000-0003-4946-7659","observed_orcids":["https://orcid.org/0000-0003-4946-7659"]},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maziyar Baran Pouyan","raw_affiliation_strings":["University of Texas at Dallas"],"raw_orcid":"https://orcid.org/0000-0003-4946-7659","affiliations":[{"raw_affiliation_string":"University of Texas at Dallas","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111522229","display_name":"Rasoul Yousefi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. Yousefi","raw_affiliation_strings":["University of Texas at Dallas"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas at Dallas","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031787107","display_name":"Sarah Ostadabbas","orcid":"https://orcid.org/0000-0002-2216-9988","observed_orcids":["https://orcid.org/0000-0002-2216-9988"]},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sarah Ostadabbas","raw_affiliation_strings":["University of Texas at Dallas"],"raw_orcid":"https://orcid.org/0000-0002-2216-9988","affiliations":[{"raw_affiliation_string":"University of Texas at Dallas","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040401289","display_name":"Mehrdad Nourani","orcid":"https://orcid.org/0000-0001-5077-4424","observed_orcids":["https://orcid.org/0000-0001-5077-4424"]},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mehrdad Nourani","raw_affiliation_strings":["University of Texas at Dallas"],"raw_orcid":"https://orcid.org/0000-0001-5077-4424","affiliations":[{"raw_affiliation_string":"University of Texas at Dallas","institution_ids":["https://openalex.org/I162577319"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162577319"],"apc_list":null,"apc_paid":null,"fwci":1.7893,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.87448276,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.5127000212669373,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.5127000212669373,"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":0.4050000011920929,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.03290000185370445,"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/fuzzy-inference-system","display_name":"fuzzy inference system","score":0.7360000014305115},{"id":"https://openalex.org/keywords/firefly-algorithm","display_name":"firefly algorithm","score":0.9769999980926514},{"id":"https://openalex.org/keywords/rule-based-classification","display_name":"rule-based classification","score":0.8479999899864197},{"id":"https://openalex.org/keywords/if-then-rules","display_name":"if-then rules","score":0.9210000038146973},{"id":"https://openalex.org/keywords/bio-inspired-optimization","display_name":"bio-inspired optimization","score":0.9110000133514404},{"id":"https://openalex.org/keywords/pattern-classification","display_name":"pattern classification","score":0.6899999976158142},{"id":"https://openalex.org/keywords/rule-extraction","display_name":"rule extraction","score":0.6639999747276306}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6971200108528137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6341544389724731},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6246873736381531},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5723866820335388},{"id":"https://openalex.org/C154982244","wikidata":"https://www.wikidata.org/wiki/Q5451844","display_name":"Firefly algorithm","level":3,"score":0.564619243144989},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.5514612197875977},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5337449312210083},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4941566288471222},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.4427040219306946},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.440904825925827},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3963775634765625},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3469119668006897},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11098518967628479},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.08647969365119934},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2394551027","doi":null,"is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/flairs/flairs2014.html#PouyanYON14","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W46790137","https://openalex.org/W190638014","https://openalex.org/W1480600971","https://openalex.org/W1517571727","https://openalex.org/W1523741643","https://openalex.org/W1531110464","https://openalex.org/W1570448133","https://openalex.org/W1596914020","https://openalex.org/W1969953660","https://openalex.org/W1972198295","https://openalex.org/W1991359419","https://openalex.org/W2026841079","https://openalex.org/W2050288270","https://openalex.org/W2062706881","https://openalex.org/W2063828223","https://openalex.org/W2114552091","https://openalex.org/W2122821937","https://openalex.org/W2136035344","https://openalex.org/W2140384587","https://openalex.org/W2140464249","https://openalex.org/W2158919570","https://openalex.org/W2166220592","https://openalex.org/W2168454778","https://openalex.org/W2170909252","https://openalex.org/W2912565176","https://openalex.org/W3120740533"],"related_works":["https://openalex.org/W2126111411","https://openalex.org/W2291359833","https://openalex.org/W2726232693","https://openalex.org/W2164400088","https://openalex.org/W2371004937","https://openalex.org/W1596454368","https://openalex.org/W2349363554","https://openalex.org/W1967291440","https://openalex.org/W1483958019","https://openalex.org/W23329756"],"abstract_inverted_index":{"Pattern":[0],"classification":[1,71,97],"algorithms":[2],"have":[3,29],"been":[4,31],"applied":[5],"in":[6,19,36,81,107],"data":[7,18,79],"mining":[8],"and":[9,55,68,93],"signal":[10],"processing":[11],"to":[13,33,65,104],"extract":[14,34],"the":[15,91],"knowledge":[16],"from":[17],"a":[20,42,57],"wide":[21],"range":[22],"of":[23,52,70,95],"applications.":[24,38],"The":[25,86],"Fuzzy":[26],"inference":[27],"systems":[28],"successfully":[30],"used":[32],"rules":[35],"rule-based":[37],"In":[39],"this":[40],"paper,":[41],"novel":[43],"hybrid":[44],"methodology":[45],"using:":[46],"(i)":[47],"fuzzy":[48],"logic":[49],"(in":[50],"form":[51],"if-then":[53],"rules)":[54],"(ii)":[56],"bio-inspired":[58],"optimization":[59],"technique":[60],"(firefly":[61],"algorithm)":[62],"is":[63],"proposed":[64],"improve":[66],"performance":[67,94],"accuracy":[69,92],"task.":[72],"Experiments":[73],"are":[74,98],"done":[75],"using":[76],"nine":[77],"standard":[78],"sets":[80],"UCI":[82],"machine":[83],"learning":[84],"repository.":[85],"results":[87],"show":[88],"that":[89],"overall":[90],"our":[96],"better":[99],"or":[100],"very":[101],"competitive":[102],"compared":[103],"others":[105],"reported":[106],"literature.":[108]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2017,"cited_by_count":5},{"year":2015,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}
