{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,19]],"date-time":"2025-03-19T12:54:28Z","timestamp":1742388868572},"reference-count":48,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Applied Soft Computing"],"published-print":{"date-parts":[[2023,4]]},"DOI":"10.1016\/j.asoc.2023.110168","type":"journal-article","created":{"date-parts":[[2023,3,2]],"date-time":"2023-03-02T16:51:57Z","timestamp":1677775917000},"page":"110168","update-policy":"http:\/\/dx.doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":6,"special_numbering":"C","title":["Z-number-valued rule-based classification system"],"prefix":"10.1016","volume":"137","author":[{"ORCID":"http:\/\/orcid.org\/0000-0003-2649-3280","authenticated-orcid":false,"given":"Yangxue","family":"Li","sequence":"first","affiliation":[]},{"given":"Enrique","family":"Herrera-Viedma","sequence":"additional","affiliation":[]},{"given":"Ignacio Javier","family":"P\u00e9rez","sequence":"additional","affiliation":[]},{"ORCID":"http:\/\/orcid.org\/0000-0002-5755-1079","authenticated-orcid":false,"given":"M\u00f3nica","family":"Barrag\u00e1n-Guzm\u00e1n","sequence":"additional","affiliation":[]},{"ORCID":"http:\/\/orcid.org\/0000-0002-2729-6900","authenticated-orcid":false,"given":"Juan Antonio","family":"Morente-Molinera","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"issue":"1","key":"10.1016\/j.asoc.2023.110168_b1","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1016\/0165-0114(92)90032-Y","article-title":"Distributed representation of fuzzy rules and its application to pattern classification","volume":"52","author":"Ishibuchi","year":"1992","journal-title":"Fuzzy Sets and Systems"},{"issue":"2","key":"10.1016\/j.asoc.2023.110168_b2","doi-asserted-by":"crossref","DOI":"10.34768\/amcs-2021-0021","article-title":"An outlier-robust neuro-fuzzy system for classification and regression","volume":"31","author":"Siminski","year":"2021","journal-title":"Int. J. Appl. Math. Comput. Sci."},{"key":"10.1016\/j.asoc.2023.110168_b3","doi-asserted-by":"crossref","first-page":"325","DOI":"10.1016\/j.ins.2021.10.065","article-title":"A dynamic rule-based classification model via granular computing","volume":"584","author":"Niu","year":"2022","journal-title":"Inform. Sci."},{"key":"10.1016\/j.asoc.2023.110168_b4","doi-asserted-by":"crossref","DOI":"10.1016\/j.knosys.2020.105500","article-title":"Rule-based granular classification: A hypersphere information granule-based method","volume":"194","author":"Fu","year":"2020","journal-title":"Knowl.-Based Syst."},{"key":"10.1016\/j.asoc.2023.110168_b5","first-page":"1","article-title":"A genetic-fuzzy algorithm for spatio-temporal crime prediction","author":"Farjami","year":"2021","journal-title":"J. Ambient Intell. Humaniz. Comput."},{"issue":"5","key":"10.1016\/j.asoc.2023.110168_b6","doi-asserted-by":"crossref","first-page":"960","DOI":"10.1109\/TFUZZ.2011.2158651","article-title":"FRBC: A fuzzy rule-based clustering algorithm","volume":"19","author":"Mansoori","year":"2011","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"14","key":"10.1016\/j.asoc.2023.110168_b7","doi-asserted-by":"crossref","first-page":"2923","DOI":"10.1016\/j.ins.2011.02.022","article-title":"A note on Z-numbers","volume":"181","author":"Zadeh","year":"2011","journal-title":"Inform. Sci."},{"issue":"3","key":"10.1016\/j.asoc.2023.110168_b8","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1007\/BF00994018","article-title":"Support-vector networks","volume":"20","author":"Cortes","year":"1995","journal-title":"Mach. Learn."},{"key":"10.1016\/j.asoc.2023.110168_b9","series-title":"Discriminant Analysis and Statistical Pattern Recognition","author":"McLachlan","year":"2005"},{"issue":"4","key":"10.1016\/j.asoc.2023.110168_b10","doi-asserted-by":"crossref","first-page":"635","DOI":"10.1016\/j.patcog.2005.09.004","article-title":"Improving nearest neighbor classification with cam weighted distance","volume":"39","author":"Zhou","year":"2006","journal-title":"Pattern Recognit."},{"key":"10.1016\/j.asoc.2023.110168_b11","doi-asserted-by":"crossref","DOI":"10.1016\/j.eswa.2022.117798","article-title":"Driving support by type-2 fuzzy logic control model","volume":"207","author":"Wo\u017aniak","year":"2022","journal-title":"Expert Syst. Appl."},{"issue":"7","key":"10.1016\/j.asoc.2023.110168_b12","doi-asserted-by":"crossref","first-page":"5442","DOI":"10.1109\/JIOT.2020.3044940","article-title":"6G-enabled IoT home environment control using fuzzy rules","volume":"8","author":"Wo\u017aniak","year":"2020","journal-title":"IEEE Internet Things J."},{"issue":"3","key":"10.1016\/j.asoc.2023.110168_b13","doi-asserted-by":"crossref","first-page":"295","DOI":"10.1016\/0165-0114(93)90474-V","article-title":"Efficient fuzzy partition of pattern space for classification problems","volume":"59","author":"Ishibuchi","year":"1993","journal-title":"Fuzzy Sets and Systems"},{"issue":"3","key":"10.1016\/j.asoc.2023.110168_b14","doi-asserted-by":"crossref","first-page":"260","DOI":"10.1109\/91.413232","article-title":"Selecting fuzzy if-then rules for classification problems using genetic algorithms","volume":"3","author":"Ishibuchi","year":"1995","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"3","key":"10.1016\/j.asoc.2023.110168_b15","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1016\/S0165-0114(97)00009-2","article-title":"A neuro-fuzzy method to learn fuzzy classification rules from data","volume":"89","author":"Nauck","year":"1997","journal-title":"Fuzzy Sets and Systems"},{"issue":"6","key":"10.1016\/j.asoc.2023.110168_b16","doi-asserted-by":"crossref","first-page":"1057","DOI":"10.1109\/41.807986","article-title":"Improving the performance of fuzzy classifier systems for pattern classification problems with continuous attributes","volume":"46","author":"Ishibuchi","year":"1999","journal-title":"IEEE Trans. Ind. Electron."},{"issue":"1","key":"10.1016\/j.asoc.2023.110168_b17","doi-asserted-by":"crossref","first-page":"110","DOI":"10.1109\/TNN.2003.820557","article-title":"A neuro-fuzzy scheme for simultaneous feature selection and fuzzy rule-based classification","volume":"15","author":"Chakraborty","year":"2004","journal-title":"IEEE Trans. Neural Netw."},{"issue":"6","key":"10.1016\/j.asoc.2023.110168_b18","doi-asserted-by":"crossref","first-page":"716","DOI":"10.1109\/TFUZZ.2003.819843","article-title":"Support vector learning for fuzzy rule-based classification systems","volume":"11","author":"Chen","year":"2003","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"4","key":"10.1016\/j.asoc.2023.110168_b19","doi-asserted-by":"crossref","first-page":"428","DOI":"10.1109\/TFUZZ.2004.841738","article-title":"Rule weight specification in fuzzy rule-based classification systems","volume":"13","author":"Ishibuchi","year":"2005","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"5","key":"10.1016\/j.asoc.2023.110168_b20","doi-asserted-by":"crossref","first-page":"583","DOI":"10.1016\/j.fss.2006.10.004","article-title":"A weighting function for improving fuzzy classification systems performance","volume":"158","author":"Mansoori","year":"2007","journal-title":"Fuzzy Sets and Systems"},{"issue":"5","key":"10.1016\/j.asoc.2023.110168_b21","doi-asserted-by":"crossref","first-page":"857","DOI":"10.1109\/TFUZZ.2011.2147794","article-title":"A fuzzy association rule-based classification model for high-dimensional problems with genetic rule selection and lateral tuning","volume":"19","author":"Alcal\u00e1-Fdez","year":"2011","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"10.1016\/j.asoc.2023.110168_b22","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1016\/j.fss.2017.07.003","article-title":"CHI-BD: A fuzzy rule-based classification system for big data classification problems","volume":"348","author":"Elkano","year":"2018","journal-title":"Fuzzy Sets and Systems"},{"issue":"9","key":"10.1016\/j.asoc.2023.110168_b23","doi-asserted-by":"crossref","first-page":"3748","DOI":"10.1109\/TFUZZ.2021.3128061","article-title":"Fuzzy rule-based classification method for incremental rule learning","volume":"30","author":"Niu","year":"2021","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"3","key":"10.1016\/j.asoc.2023.110168_b24","doi-asserted-by":"crossref","first-page":"748","DOI":"10.1109\/72.846746","article-title":"Neuro-fuzzy rule generation: survey in soft computing framework","volume":"11","author":"Mitra","year":"2000","journal-title":"IEEE Trans. Neural Netw."},{"key":"10.1016\/j.asoc.2023.110168_b25","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1016\/j.ins.2021.07.019","article-title":"A fuzzy association rule-based classifier for imbalanced classification problems","volume":"577","author":"Sanz","year":"2021","journal-title":"Inform. Sci."},{"key":"10.1016\/j.asoc.2023.110168_b26","series-title":"2013 7th IEEE International Conference on Digital Ecosystems and Technologies","first-page":"141","article-title":"Z-AHP: A Z-number extension of fuzzy analytical hierarchy process","author":"Azadeh","year":"2013"},{"key":"10.1016\/j.asoc.2023.110168_b27","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1016\/j.eswa.2018.04.015","article-title":"ZBWM: The Z-number extension of best worst method and its application for supplier development","volume":"107","author":"Aboutorab","year":"2018","journal-title":"Expert Syst. Appl."},{"issue":"2","key":"10.1016\/j.asoc.2023.110168_b28","doi-asserted-by":"crossref","first-page":"283","DOI":"10.1631\/FITEE.1700434","article-title":"TODIM and TOPSIS with Z-numbers","volume":"20","author":"Krohling","year":"2019","journal-title":"Front. Inf. Technol. Electron. Eng."},{"issue":"6","key":"10.1016\/j.asoc.2023.110168_b29","doi-asserted-by":"crossref","first-page":"3232","DOI":"10.1109\/TFUZZ.2018.2816581","article-title":"Z-VIKOR method based on a new comprehensive weighted distance measure of Z-number and its application","volume":"26","author":"Shen","year":"2018","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"10.1016\/j.asoc.2023.110168_b30","first-page":"1","article-title":"Granulized Z-VIKOR model for failure mode and effect analysis","author":"Garg","year":"2020","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"10.1016\/j.asoc.2023.110168_b31","doi-asserted-by":"crossref","DOI":"10.1016\/j.eswa.2021.115387","article-title":"Z-relation equation-based decision making","volume":"184","author":"Aliev","year":"2021","journal-title":"Expert Syst. Appl."},{"key":"10.1016\/j.asoc.2023.110168_b32","series-title":"Fifty Years of Fuzzy Logic and Its Applications","first-page":"415","article-title":"On Z-numbers and the machine-mind for natural language comprehension","author":"Banerjee","year":"2015"},{"key":"10.1016\/j.asoc.2023.110168_b33","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1016\/j.ins.2015.06.026","article-title":"Z*-numbers: Augmented Z-numbers for machine-subjectivity representation","volume":"323","author":"Banerjee","year":"2015","journal-title":"Inform. Sci."},{"key":"10.1016\/j.asoc.2023.110168_b34","series-title":"International Conference on Intelligent and Fuzzy Systems","first-page":"964","article-title":"Dynamic system control using z-number based fuzzy neural network","author":"Abiyev","year":"2020"},{"key":"10.1016\/j.asoc.2023.110168_b35","doi-asserted-by":"crossref","DOI":"10.1016\/j.resourpol.2022.102591","article-title":"Improved Z-number based fuzzy fault tree approach to analyze health and safety risks in surface mines","volume":"76","author":"Jiskani","year":"2022","journal-title":"Resour. Policy"},{"issue":"2","key":"10.1016\/j.asoc.2023.110168_b36","doi-asserted-by":"crossref","first-page":"1349","DOI":"10.1007\/s10462-020-09883-w","article-title":"Risk assessment in discrete production processes considering uncertainty and reliability: Z-number multi-stage fuzzy cognitive map with fuzzy learning algorithm","volume":"54","author":"Abbaspour\u00a0Onari","year":"2021","journal-title":"Artif. Intell. Rev."},{"issue":"4","key":"10.1016\/j.asoc.2023.110168_b37","doi-asserted-by":"crossref","first-page":"854","DOI":"10.1007\/s10489-017-1002-4","article-title":"A new medical diagnosis method based on Z-numbers","volume":"48","author":"Wu","year":"2018","journal-title":"Appl. Intell."},{"issue":"2","key":"10.1016\/j.asoc.2023.110168_b38","doi-asserted-by":"crossref","first-page":"611","DOI":"10.1007\/s10100-018-0596-x","article-title":"A hybrid Z-number data envelopment analysis and neural network for assessment of supply chain resilience: a case study","volume":"29","author":"Yazdanparast","year":"2021","journal-title":"CEJOR Cent. Eur. J. Oper. Res."},{"issue":"3","key":"10.1016\/j.asoc.2023.110168_b39","doi-asserted-by":"crossref","first-page":"43","DOI":"10.12700\/APH.17.3.2020.3.3","article-title":"Ranking and assessment of the efficiency of social media using the fuzzy AHP-z number model-fuzzy MABAC","volume":"17","author":"Bobar","year":"2020","journal-title":"Acta Polytech. Hungarica"},{"key":"10.1016\/j.asoc.2023.110168_b40","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1016\/j.ins.2020.02.002","article-title":"Clustering method for production of Z-number based if-then rules","volume":"520","author":"Aliev","year":"2020","journal-title":"Inform. Sci."},{"key":"10.1016\/j.asoc.2023.110168_b41","doi-asserted-by":"crossref","first-page":"134","DOI":"10.1016\/j.ins.2014.08.024","article-title":"The arithmetic of discrete Z-numbers","volume":"290","author":"Aliev","year":"2015","journal-title":"Inform. Sci."},{"key":"10.1016\/j.asoc.2023.110168_b42","doi-asserted-by":"crossref","first-page":"441","DOI":"10.1016\/j.ins.2016.08.078","article-title":"The arithmetic of continuous Z-numbers","volume":"373","author":"Aliev","year":"2016","journal-title":"Inform. Sci."},{"issue":"5","key":"10.1016\/j.asoc.2023.110168_b43","doi-asserted-by":"crossref","first-page":"563","DOI":"10.1002\/int.21709","article-title":"Z-number-based linear programming","volume":"30","author":"Aliev","year":"2015","journal-title":"Int. J. Intell. Syst."},{"key":"10.1016\/j.asoc.2023.110168_b44","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1016\/j.procs.2017.11.204","article-title":"Operations on Z-numbers with acceptable degree of specificity","volume":"120","author":"Aliev","year":"2017","journal-title":"Procedia Comput. Sci."},{"issue":"6","key":"10.1016\/j.asoc.2023.110168_b45","doi-asserted-by":"crossref","first-page":"1589","DOI":"10.1109\/TFUZZ.2016.2612303","article-title":"Approximate reasoning on a basis of Z-number-valued if\u2013then rules","volume":"25","author":"Aliev","year":"2017","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"3","key":"10.1016\/j.asoc.2023.110168_b46","doi-asserted-by":"crossref","first-page":"703","DOI":"10.1007\/s10489-017-1001-5","article-title":"Total utility of Z-number","volume":"48","author":"Kang","year":"2018","journal-title":"Appl. Intell."},{"issue":"3","key":"10.1016\/j.asoc.2023.110168_b47","doi-asserted-by":"crossref","first-page":"462","DOI":"10.1109\/TFUZZ.2019.2908131","article-title":"Z-differential equations","volume":"28","author":"Mazandarani","year":"2019","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"3","key":"10.1016\/j.asoc.2023.110168_b48","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1007\/s00500-008-0323-y","article-title":"KEEL: a software tool to assess evolutionary algorithms for data mining problems","volume":"13","author":"Alcal\u00e1-Fdez","year":"2009","journal-title":"Soft Comput."}],"container-title":["Applied Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1568494623001862?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1568494623001862?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2024,5,25]],"date-time":"2024-05-25T03:44:46Z","timestamp":1716608686000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1568494623001862"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,4]]},"references-count":48,"alternative-id":["S1568494623001862"],"URL":"https:\/\/doi.org\/10.1016\/j.asoc.2023.110168","relation":{},"ISSN":["1568-4946"],"issn-type":[{"value":"1568-4946","type":"print"}],"subject":[],"published":{"date-parts":[[2023,4]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Z-number-valued rule-based classification system","name":"articletitle","label":"Article Title"},{"value":"Applied Soft Computing","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.asoc.2023.110168","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2023 Elsevier B.V. All rights reserved.","name":"copyright","label":"Copyright"}],"article-number":"110168"}}