{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T01:27:18Z","timestamp":1743125238027,"version":"3.40.3"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030870935"},{"type":"electronic","value":"9783030870942"}],"license":[{"start":{"date-parts":[[2021,11,18]],"date-time":"2021-11-18T00:00:00Z","timestamp":1637193600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,11,18]],"date-time":"2021-11-18T00:00:00Z","timestamp":1637193600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-030-87094-2_3","type":"book-chapter","created":{"date-parts":[[2021,11,17]],"date-time":"2021-11-17T07:06:45Z","timestamp":1637132805000},"page":"27-37","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Rough-Fuzzy Rule Interpolation for\u00a0Data-Driven Decision Making"],"prefix":"10.1007","author":[{"given":"Chengyuan","family":"Chen","sequence":"first","affiliation":[]},{"given":"Qiang","family":"Shen","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,11,18]]},"reference":[{"key":"3_CR1","unstructured":"Bache, K., Lichman, M.: UCI machine learning repository (2013). http:\/\/archive.ics.uci.edu\/ml"},{"issue":"3","key":"3_CR2","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1016\/0020-0255(96)00081-3","volume":"93","author":"M Banerjee","year":"1996","unstructured":"Banerjee, M., Pal, S.: Roughness of a fuzzy set. Inf. Sci. 93(3), 235\u2013246 (1996)","journal-title":"Inf. Sci."},{"key":"3_CR3","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ins.2016.02.036","volume":"351","author":"C Chen","year":"2016","unstructured":"Chen, C., Parthalain, N.M., Li, Y., Price, C., Quek, C., Shen, Q.: Rough-fuzzy rule interpolation. Inf. Sci. 351, 1\u201317 (2016)","journal-title":"Inf. Sci."},{"issue":"4","key":"3_CR4","doi-asserted-by":"publisher","first-page":"823","DOI":"10.1109\/TFUZZ.2010.2050325","volume":"18","author":"X Fu","year":"2010","unstructured":"Fu, X., Shen, Q.: Fuzzy compositional modeling. IEEE Trans. Fuzzy Syst. 18(4), 823\u2013840 (2010)","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"2","key":"3_CR5","doi-asserted-by":"publisher","first-page":"229","DOI":"10.1007\/BF02294837","volume":"66","author":"A Gordon","year":"2001","unstructured":"Gordon, A., Vichi, M.: Fuzzy partition models for fitting a set of partitions. Psychometrika 66(2), 229\u2013247 (2001)","journal-title":"Psychometrika"},{"issue":"3","key":"3_CR6","doi-asserted-by":"publisher","first-page":"426","DOI":"10.1109\/91.928739","volume":"9","author":"S Guillaume","year":"2001","unstructured":"Guillaume, S.: Designing fuzzy inference systems from data: an interpretability-oriented review. IEEE Trans. Fuzzy Syst. 9(3), 426\u2013443 (2001)","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"2","key":"3_CR7","doi-asserted-by":"publisher","first-page":"340","DOI":"10.1109\/TFUZZ.2005.859324","volume":"14","author":"Z Huang","year":"2006","unstructured":"Huang, Z., Shen, Q.: Fuzzy interpolative reasoning via scale and move transformations. IEEE Trans. Fuzzy Syst. 14(2), 340\u2013359 (2006)","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"1","key":"3_CR8","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1109\/TFUZZ.2007.902038","volume":"16","author":"Z Huang","year":"2008","unstructured":"Huang, Z., Shen, Q.: Fuzzy interpolation and extrapolation: a practical approach. IEEE Trans. Fuzzy Syst. 16(1), 13\u201328 (2008)","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"2","key":"3_CR9","doi-asserted-by":"publisher","first-page":"371","DOI":"10.1109\/TFUZZ.2007.896315","volume":"16","author":"V-N Huynh","year":"2008","unstructured":"Huynh, V.-N., Nakamori, Y., Lawry, J.: A probability-based approach to comparison of fuzzy numbers and applications to target-oriented decision making. IEEE Trans. Fuzzy Syst. 16(2), 371\u2013387 (2008)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"3_CR10","unstructured":"Kohavi, R.: A study of cross-validation and bootstrap for accuracy estimation and model selection. In: Proceedings of the International Joint Conference on Artificial Intelligence, pp. 1137\u20131143 (1995)"},{"issue":"10","key":"3_CR11","doi-asserted-by":"publisher","first-page":"4508","DOI":"10.1109\/TCYB.2018.2887340","volume":"50","author":"F Li","year":"2020","unstructured":"Li, F., Li, Y., Shang, C., Shen, Q.: Fuzzy knowledge-based prediction through weighted rule interpolation. IEEE Trans. Cybern. 50(10), 4508\u20134517 (2020)","journal-title":"IEEE Trans. Cybern."},{"issue":"9","key":"3_CR12","doi-asserted-by":"publisher","first-page":"2255","DOI":"10.1109\/TFUZZ.2019.2928496","volume":"28","author":"F Li","year":"2020","unstructured":"Li, F., Shang, C., Li, Y., Yang, J., Shen, Q.: Interpolation with just two nearest neighboring weighted fuzzy rules. IEEE Trans. Fuzzy Syst. 28(9), 2255\u20132262 (2020)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"3_CR13","doi-asserted-by":"publisher","first-page":"4543","DOI":"10.1007\/s10462-021-10005-3","volume":"54","author":"F Li","year":"2021","unstructured":"Li, F., Shang, C., Li, Y., Yang, J., Shen, Q.: Approximate reasoning with fuzzy rule interpolation: background and recent advances. Artif. Intell. Rev. 54, 4543\u20134590 (2021)","journal-title":"Artif. Intell. Rev."},{"issue":"4","key":"3_CR14","doi-asserted-by":"publisher","first-page":"614","DOI":"10.1109\/91.649913","volume":"5","author":"Y Lin","year":"1997","unstructured":"Lin, Y., Cunningham, G.A., III., Coggeshall, S.V.: Using fuzzy partitions to create fuzzy systems from input-output data and set the initial weights in a fuzzy neural network. IEEE Trans. Fuzzy Syst. 5(4), 614\u2013621 (1997)","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"5","key":"3_CR15","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1007\/BF01001956","volume":"11","author":"Z Pawlak","year":"1982","unstructured":"Pawlak, Z.: Rough sets. Int. J. Comput. Inf. Sci. 11(5), 341\u2013356 (1982)","journal-title":"Int. J. Comput. Inf. Sci."},{"issue":"422","key":"3_CR16","doi-asserted-by":"publisher","first-page":"486","DOI":"10.1080\/01621459.1993.10476299","volume":"88","author":"J Shao","year":"1993","unstructured":"Shao, J.: Linear model selection by cross-validation. J. Am. Stat. Assoc. 88(422), 486\u2013494 (1993)","journal-title":"J. Am. Stat. Assoc."},{"issue":"6","key":"3_CR17","doi-asserted-by":"publisher","first-page":"1414","DOI":"10.1109\/21.199466","volume":"22","author":"L-X Wang","year":"1992","unstructured":"Wang, L.-X., Mendel, J.M.: Generating fuzzy rules by learning from examples. IEEE Trans. Syst. Man Cybern. 22(6), 1414\u20131427 (1992)","journal-title":"IEEE Trans. Syst. Man Cybern."}],"container-title":["Advances in Intelligent Systems and Computing","Advances in Computational Intelligence Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-87094-2_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,11,17]],"date-time":"2021-11-17T07:07:15Z","timestamp":1637132835000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-87094-2_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,11,18]]},"ISBN":["9783030870935","9783030870942"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-87094-2_3","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2021,11,18]]},"assertion":[{"value":"18 November 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"UKCI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"UK Workshop on Computational Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Aberystwyth","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Kingdom","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 September 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 September 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ukci2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/ukci2021.dcs.aber.ac.uk\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}