{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,31]],"date-time":"2026-07-31T11:06:32Z","timestamp":1785495992256,"version":"3.56.0"},"reference-count":74,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2020,10,1]],"date-time":"2020-10-01T00:00:00Z","timestamp":1601510400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,10,1]],"date-time":"2020-10-01T00:00:00Z","timestamp":1601510400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,10,1]],"date-time":"2020-10-01T00:00:00Z","timestamp":1601510400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61873321"],"award-info":[{"award-number":["61873321"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012326","name":"International Science and Technology Cooperation Programme","doi-asserted-by":"publisher","award":["2017YFE0128300"],"award-info":[{"award-number":["2017YFE0128300"]}],"id":[{"id":"10.13039\/501100012326","id-type":"DOI","asserted-by":"publisher"}]},{"name":"111 Project on Computational Intelligence and Intelligent Control","award":["B18024"],"award-info":[{"award-number":["B18024"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Fuzzy Syst."],"published-print":{"date-parts":[[2020,10]]},"DOI":"10.1109\/tfuzz.2019.2941697","type":"journal-article","created":{"date-parts":[[2019,9,17]],"date-time":"2019-09-17T01:19:24Z","timestamp":1568683164000},"page":"2570-2580","source":"Crossref","is-referenced-by-count":68,"title":["On the Functional Equivalence of TSK Fuzzy Systems to Neural Networks, Mixture of Experts, CART, and Stacking Ensemble Regression"],"prefix":"10.1109","volume":"28","author":[{"given":"Dongrui","family":"Wu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chin-Teng","family":"Lin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jian","family":"Huang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhigang","family":"Zeng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2010.02.015"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1016\/0165-0114(95)00413-0"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.2307\/1267351"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1996.tb02080.x"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(99)00073-8"},{"key":"ref39","first-page":"1058","article-title":"Regularization of neural networks using DropConnect","author":"wan","year":"0","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref38","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"srivastava","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2650865"},{"key":"ref32","article-title":"Rank degeneracy and least squares problems","author":"golub","year":"1976"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/91.728447"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/72.501735"},{"key":"ref37","first-page":"353","article-title":"Computationally efficient type-reduction strategies for a type-2 fuzzy logic controller","author":"wu","year":"0","journal-title":"Proc IEEE Int Conf Fuzzy Syst"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2012.2201728"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZ-IEEE.2017.8015555"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZ-IEEE.2016.7737742"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.2307\/1390778"},{"key":"ref62","first-page":"343","article-title":"Learning with continuous classes","volume":"92","author":"quinlan","year":"0","journal-title":"Proc 5th Australian Joint Conf Artif Intell"},{"key":"ref61","first-page":"143","article-title":"Piecewise-polynomial regression trees","volume":"4","author":"chaudhuri","year":"1994","journal-title":"Statistica Sinica"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1145\/775047.775117"},{"key":"ref28","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1049\/cp:19950526","article-title":"local learning in local model networks","author":"murray-smith","year":"1995","journal-title":"Proceedings of 4th International Conference on Artificial Neural Networks (Conf Publ No 409)"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1977.4309586"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1991.3.2.246"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZY.1994.343738"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/3477.658573"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/72.182710"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/34.817409"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN48605.2020.9207599"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-4541-9"},{"key":"ref2","author":"lin","year":"1996","journal-title":"Neural Fuzzy Systems A Neuro-Fuzzy Synergism to Intelligent Systems"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-51370-6"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1201\/9781315139470"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1201\/b12207"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/72.159061"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/0165-0114(94)90242-9"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1989.1.2.281"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/0165-0114(94)90297-6"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2012.2200299"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-012-9338-y"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1111\/insr.12016"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1013203451"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1142\/6103"},{"key":"ref55","first-page":"215","article-title":"A fuzzy if-then rule-based nonlinear classifier","volume":"13","author":"leski","year":"2003","journal-title":"Int J Appl Math Comput Sci"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/s12530-011-9043-0"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2010.2046904"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1023\/B:STCO.0000035301.49549.88"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/21.256541"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3233\/IFS-1994-2301"},{"key":"ref40","first-page":"448","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","author":"ioffe","year":"0","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/91.580797"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3233\/IFS-1994-2306"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/91.660805"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2007.1048"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"3308","DOI":"10.1109\/TNNLS.2017.2728138","article-title":"Subspace clustering of categorical and numerical data with an unknown number of clusters","volume":"29","author":"jia","year":"2018","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/0893-6080(89)90020-8"},{"key":"ref18","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780198538493.001.0001","author":"bishop","year":"1995","journal-title":"Neural Networks for Pattern Recognition"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1991.3.1.79"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1985.6313399"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1972.5408553"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/72.159070"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/0165-0114(93)90401-3"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2005.12.011"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2019.06.012"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/72.728403"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZY.1992.258711"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2609437"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2016.2574915"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-0114(97)00082-1"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00892"},{"key":"ref42","article-title":"Optimize TSK fuzzy systems for big data classification problems: Bag of tricks","author":"cui","year":"0","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"ref41","article-title":"Optimize TSK fuzzy systems for big data regression problems: Mini-batch gradient descent with regularization, DropRule and AdaBound (MBGD-RDA)","author":"wu","year":"2019","journal-title":"ArXiv Preprint"},{"key":"ref44","doi-asserted-by":"crossref","first-page":"136","DOI":"10.1109\/TFUZZ.2010.2088128","article-title":"Linguistic summarization using IF-THEN rules and interval type-2 fuzzy sets","volume":"19","author":"wu","year":"2011","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZ-IEEE.2019.8858899"}],"container-title":["IEEE Transactions on Fuzzy Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/91\/9214550\/08839509.pdf?arnumber=8839509","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,23]],"date-time":"2024-07-23T15:17:04Z","timestamp":1721747824000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8839509\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,10]]},"references-count":74,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tfuzz.2019.2941697","relation":{},"ISSN":["1063-6706","1941-0034"],"issn-type":[{"value":"1063-6706","type":"print"},{"value":"1941-0034","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,10]]}}}