{"id":"https://openalex.org/W3002512115","doi":"https://doi.org/10.1109/tfuzz.2020.2969120","title":"Interval Type-2 Fuzzy Restricted Boltzmann Machine","display_name":"Interval Type-2 Fuzzy Restricted Boltzmann Machine","publication_year":2020,"publication_date":"2020-01-24","ids":{"openalex":"https://openalex.org/W3002512115","doi":"https://doi.org/10.1109/tfuzz.2020.2969120","mag":"3002512115"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2020.2969120","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2020.2969120","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Fuzzy Systems","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/A5024143188","display_name":"Marzieh Sadat Hosseini-Pozveh","orcid":null},"institutions":[{"id":"https://openalex.org/I170013655","display_name":"Isfahan University of Technology","ror":"https://ror.org/00af3sa43","country_code":"IR","type":"education","lineage":["https://openalex.org/I170013655"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Marzieh Sadat Hosseini-Pozveh","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan, Iran","institution_ids":["https://openalex.org/I170013655"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023912669","display_name":"Mehran Safayani","orcid":"https://orcid.org/0000-0003-1399-1803"},"institutions":[{"id":"https://openalex.org/I170013655","display_name":"Isfahan University of Technology","ror":"https://ror.org/00af3sa43","country_code":"IR","type":"education","lineage":["https://openalex.org/I170013655"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mehran Safayani","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan, Iran","institution_ids":["https://openalex.org/I170013655"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067878883","display_name":"Abdolreza Mirzaei","orcid":"https://orcid.org/0000-0002-6810-3554"},"institutions":[{"id":"https://openalex.org/I170013655","display_name":"Isfahan University of Technology","ror":"https://ror.org/00af3sa43","country_code":"IR","type":"education","lineage":["https://openalex.org/I170013655"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Abdolreza Mirzaei","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan, Iran","institution_ids":["https://openalex.org/I170013655"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024143188"],"corresponding_institution_ids":["https://openalex.org/I170013655"],"apc_list":null,"apc_paid":null,"fwci":2.2535,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.90123989,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"29","issue":"5","first_page":"1133","last_page":"1142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9843999743461609,"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/T12676","display_name":"Machine Learning and ELM","score":0.9843999743461609,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9787999987602234,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9754999876022339,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6144152283668518},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6029351949691772},{"id":"https://openalex.org/keywords/restricted-boltzmann-machine","display_name":"Restricted Boltzmann machine","score":0.5796135067939758},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5613054633140564},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5556784868240356},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.5332234501838684},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5195682048797607},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.5043777227401733},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.4987204074859619},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4544014632701874},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.4333247244358063},{"id":"https://openalex.org/keywords/boltzmann-machine","display_name":"Boltzmann machine","score":0.4251860976219177},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4214634597301483},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3973609507083893},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3409082889556885},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33724573254585266},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.29418110847473145}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6144152283668518},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6029351949691772},{"id":"https://openalex.org/C199354608","wikidata":"https://www.wikidata.org/wiki/Q7316287","display_name":"Restricted Boltzmann machine","level":3,"score":0.5796135067939758},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5613054633140564},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5556784868240356},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.5332234501838684},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5195682048797607},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.5043777227401733},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.4987204074859619},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4544014632701874},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.4333247244358063},{"id":"https://openalex.org/C192576344","wikidata":"https://www.wikidata.org/wiki/Q194706","display_name":"Boltzmann machine","level":3,"score":0.4251860976219177},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4214634597301483},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3973609507083893},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3409082889556885},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33724573254585266},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.29418110847473145},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tfuzz.2020.2969120","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2020.2969120","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.699999988079071,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W66838807","https://openalex.org/W90718309","https://openalex.org/W592963477","https://openalex.org/W1513305407","https://openalex.org/W1536559965","https://openalex.org/W1964155876","https://openalex.org/W1965506623","https://openalex.org/W1970796246","https://openalex.org/W1973822995","https://openalex.org/W1989663456","https://openalex.org/W2001255626","https://openalex.org/W2018168021","https://openalex.org/W2018699878","https://openalex.org/W2068664402","https://openalex.org/W2103359087","https://openalex.org/W2103518983","https://openalex.org/W2109091112","https://openalex.org/W2112796928","https://openalex.org/W2114153178","https://openalex.org/W2116064496","https://openalex.org/W2116818985","https://openalex.org/W2132037657","https://openalex.org/W2136922672","https://openalex.org/W2141178894","https://openalex.org/W2146502635","https://openalex.org/W2157006255","https://openalex.org/W2157041604","https://openalex.org/W2162629022","https://openalex.org/W2164700406","https://openalex.org/W2178155017","https://openalex.org/W2248946992","https://openalex.org/W2340136400","https://openalex.org/W2345705579","https://openalex.org/W2562903767","https://openalex.org/W2750384547","https://openalex.org/W2790750810","https://openalex.org/W2790969304","https://openalex.org/W2802961479","https://openalex.org/W2896556344","https://openalex.org/W2956698489","https://openalex.org/W2998508934","https://openalex.org/W4245152641","https://openalex.org/W4255390256","https://openalex.org/W6603718069","https://openalex.org/W6675321185","https://openalex.org/W6677238981","https://openalex.org/W6681435938","https://openalex.org/W6683240801","https://openalex.org/W6683685448","https://openalex.org/W6703708925","https://openalex.org/W6743688258"],"related_works":["https://openalex.org/W2119341610","https://openalex.org/W4283272532","https://openalex.org/W2952018105","https://openalex.org/W2556473569","https://openalex.org/W4302433642","https://openalex.org/W2108438604","https://openalex.org/W2024822381","https://openalex.org/W912543597","https://openalex.org/W2083957705","https://openalex.org/W2120718841"],"abstract_inverted_index":{"Restricted":[0],"Boltzmann":[1],"machine":[2],"(RBM)":[3],"is":[4,30,49,79,119],"an":[5],"energy-based":[6],"artificial":[7],"neural":[8],"network":[9],"(ANN),":[10],"applied":[11],"in":[12,34,66,75],"several":[13],"applications":[14],"like":[15],"image":[16],"processing,":[17],"topic":[18],"modeling,":[19],"classification,":[20],"regression,":[21],"and":[22,129],"pattern":[23],"recognition.":[24],"The":[25,63,98,112,121],"fuzzy":[26,41,47,60,93,132],"version":[27],"of":[28,69,90,100,114],"RBM":[29,48,61,128],"a":[31,46,82,105],"new":[32],"approach":[33,103],"this":[35,44,76,101,115,125],"field,":[36],"with":[37],"parameters":[38,89],"considered":[39],"as":[40,81,104],"numbers.":[42],"In":[43],"article,":[45],"extended":[50],"through":[51],"interval":[52,58],"type-2":[53,59,92],"membership":[54,71],"functions,":[55],"named":[56],"the":[57,67,70,88,91],"(IT2FRBM).":[62],"additional":[64],"uncertainties":[65],"structures":[68],"functions":[72],"are":[73,110],"embedded":[74],"model.":[77],"This":[78],"formulated":[80],"maximum":[83],"likelihood":[84],"problem":[85],"which":[86],"allows":[87],"numbers":[94],"to":[95],"be":[96],"learned.":[97],"capabilities":[99],"proposed":[102],"discriminative":[106],"or":[107],"generative":[108],"model":[109],"assessed.":[111],"robustness":[113],"method":[116],"against":[117],"noise":[118],"analyzed.":[120],"results":[122],"indicate":[123],"that":[124],"IT2FRBM":[126],"outperforms":[127],"its":[130],"different":[131],"versions.":[133]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}