{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T22:48:35Z","timestamp":1743029315970,"version":"3.40.3"},"publisher-location":"Cham","reference-count":26,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030125431"},{"type":"electronic","value":"9783030125448"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-12544-8_2","type":"book-chapter","created":{"date-parts":[[2019,2,22]],"date-time":"2019-02-22T12:17:55Z","timestamp":1550837875000},"page":"17-28","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Data-Driven Induction of Shadowed Sets Based on Grade of Fuzziness"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7574-697X","authenticated-orcid":false,"given":"Dario","family":"Malchiodi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0362-5527","authenticated-orcid":false,"given":"Anna Maria","family":"Zanaboni","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,2,23]]},"reference":[{"key":"2_CR1","unstructured":"Ben-Hur, A., Horn, D., Siegelmann, H.T., Vapnik, V.: Support vector clustering. J. Mach. Learn. Res. 2(Dec), 125\u2013137 (2001)"},{"key":"2_CR2","doi-asserted-by":"crossref","unstructured":"Cermenati, L., Malchiodi, D., Zanaboni, A.M.: Simultaneous learning of fuzzy sets. In: Proceedings of the 2018 Italian Workshop on Neural Networks. Springer, Heidelberg (2018, submitted)","DOI":"10.1007\/978-981-13-8950-4_16"},{"issue":"9","key":"2_CR3","doi-asserted-by":"publisher","first-page":"1866","DOI":"10.1016\/j.ijar.2014.07.004","volume":"55","author":"Davide Ciucci","year":"2014","unstructured":"Ciucci, D., Dubois, D., Lawry, J.: Borderline vs. unknown: comparing three-valued representations of imperfect information. Int. J. Approx. Reason. 55(9), 1866\u20131889 (2014)","journal-title":"International Journal of Approximate Reasoning"},{"key":"2_CR4","doi-asserted-by":"publisher","first-page":"702","DOI":"10.1016\/j.ins.2014.04.022","volume":"279","author":"X Deng","year":"2014","unstructured":"Deng, X., Yao, Y.: Decision-theoretic three-way approximations of fuzzy sets. Inf. Sci. 279, 702\u2013715 (2014)","journal-title":"Inf. Sci."},{"key":"2_CR5","doi-asserted-by":"crossref","unstructured":"El-Hawy, M., Wassif, K., Hefny, H., Hassan, H.: Hybrid multi-attribute decision making based on shadowed fuzzy numbers. In: 2015 IEEE 7th International Conference on Intelligent Computing and Information Systems, ICICIS 2015, pp. 514\u2013521 (2016)","DOI":"10.1109\/IntelCIS.2015.7397270"},{"issue":"2","key":"2_CR6","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1111\/j.1469-1809.1936.tb02137.x","volume":"7","author":"RA Fisher","year":"1936","unstructured":"Fisher, R.A.: The use of multiple measurements in taxonomic problems. Ann. Eugenics 7(2), 179\u2013188 (1936)","journal-title":"Ann. Eugenics"},{"key":"2_CR7","volume-title":"Practical Methods of Optimization","author":"R Fletcher","year":"2013","unstructured":"Fletcher, R.: Practical Methods of Optimization. Wiley, Hoboken (2013)"},{"key":"2_CR8","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1016\/j.ins.2012.10.028","volume":"225","author":"P Grzegorzewski","year":"2013","unstructured":"Grzegorzewski, P.: Fuzzy number approximation via shadowed sets. Inf. Sci. 225, 35\u201346 (2013)","journal-title":"Inf. Sci."},{"key":"2_CR9","doi-asserted-by":"crossref","first-page":"238","DOI":"10.1007\/978-3-319-66824-6_21","volume":"642","author":"O Hryniewicz","year":"2018","unstructured":"Hryniewicz, O.: Possibilistic analysis of Bayesian estimators when imprecise prior information is described by shadowed sets. Adv. Intell. Syst. Comput. 642, 238\u2013247 (2018)","journal-title":"Adv. Intell. Syst. Comput."},{"issue":"12","key":"2_CR10","first-page":"2728","volume":"8","author":"C Jian","year":"2013","unstructured":"Jian, C.: Improved shadowed sets data selection method in extension neural network. J. Netw. 8(12), 2728\u20132735 (2013)","journal-title":"J. Netw."},{"key":"2_CR11","unstructured":"Klir, G.J., St. Clair, U.H.S., Yuan, B.: Fuzzy Set Theory: Foundations and Applications. Prentice Hall, Upper Saddle River (1997)"},{"issue":"3","key":"2_CR12","doi-asserted-by":"publisher","first-page":"529","DOI":"10.1016\/0022-247X(75)90196-1","volume":"49","author":"J Knopfmacher","year":"1975","unstructured":"Knopfmacher, J.: On measures of fuzziness. J. Math. Anal. Appl. 49(3), 529\u2013534 (1975)","journal-title":"J. Math. Anal. Appl."},{"issue":"1","key":"2_CR13","doi-asserted-by":"publisher","first-page":"29","DOI":"10.3233\/IDA-150792","volume":"20","author":"X Li","year":"2016","unstructured":"Li, X., Geng, P., Qiu, B.: A cluster boundary detection algorithm based on shadowed set. Intell. Data Anal. 20(1), 29\u201345 (2016)","journal-title":"Intell. Data Anal."},{"key":"2_CR14","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-642-13959-8","volume-title":"Uncertainty Theory","author":"Baoding Liu","year":"2010","unstructured":"Liu, B.: Uncertainty theory. In: Uncertainty Theory, pp. 1\u201379. Springer, Heidelberg (2010)"},{"key":"2_CR15","doi-asserted-by":"publisher","first-page":"463","DOI":"10.1016\/j.ins.2016.01.084","volume":"346\u2013347","author":"J Lu","year":"2016","unstructured":"Lu, J., Han, J., Hu, Y., Zhang, G.: Multilevel decision-making: a survey. Inf. Sci. 346\u2013347, 463\u2013487 (2016)","journal-title":"Inf. Sci."},{"key":"2_CR16","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"52","DOI":"10.1007\/978-3-319-03200-9_6","volume-title":"Fuzzy Logic and Applications","author":"D Malchiodi","year":"2013","unstructured":"Malchiodi, D., Pedrycz, W.: Learning membership functions for fuzzy sets through modified support vector clustering. In: Masulli, F., Pasi, G., Yager, R. (eds.) WILF 2013. LNCS (LNAI), vol. 8256, pp. 52\u201359. Springer, Cham (2013). https:\/\/doi.org\/10.1007\/978-3-319-03200-9_6"},{"key":"2_CR17","doi-asserted-by":"publisher","unstructured":"Malchiodi, D., Tettamanzi, A.G.B.: Predicting the possibilistic score of OWL axioms through modified support vector clustering. In: Symposium on Applied Computing, SAC 2018, 9\u201313 April 2018, Pau, France. ACM, New York (2018). https:\/\/doi.org\/10.1145\/3167132.3167345","DOI":"10.1145\/3167132.3167345"},{"issue":"1","key":"2_CR18","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1109\/3477.658584","volume":"28","author":"W Pedrycz","year":"1998","unstructured":"Pedrycz, W.: Shadowed sets: representing and processing fuzzy sets. IEEE Trans. Syst. Man Cybern. Part B: Cybern. 28(1), 103\u2013109 (1998)","journal-title":"IEEE Trans. Syst. Man Cybern. Part B: Cybern."},{"issue":"1\u20134","key":"2_CR19","doi-asserted-by":"crossref","first-page":"399","DOI":"10.3233\/FI-2013-917","volume":"127","author":"W Pedrycz","year":"2013","unstructured":"Pedrycz, W.: From numeric to granular description and interpretation of information granules. Fundamenta Informaticae 127(1\u20134), 399\u2013412 (2013)","journal-title":"Fundamenta Informaticae"},{"issue":"5","key":"2_CR20","doi-asserted-by":"publisher","first-page":"937","DOI":"10.1109\/TFUZZ.2012.2236843","volume":"21","author":"H Tahayori","year":"2013","unstructured":"Tahayori, H., Sadeghian, A., Pedrycz, W.: Induction of shadowed sets based on the gradual grade of fuzziness. IEEE Trans. Fuzzy Syst. 21(5), 937\u2013949 (2013)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"2_CR21","doi-asserted-by":"crossref","unstructured":"Wijayasekara, D., Linda, O., Manic, M.: Shadowed type-2 fuzzy logic systems. In: Proceedings of the 2013 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, T2FUZZ 2013\u20132013 IEEE Symposium Series on Computational Intelligence, SSCI 2013, pp. 15\u201322 (2013)","DOI":"10.1109\/T2FZZ.2013.6613294"},{"key":"2_CR22","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1007\/978-3-319-25754-9_6","volume-title":"Rough Sets and Knowledge Technology","author":"Y Yao","year":"2015","unstructured":"Yao, Y.: Rough sets and three-way decisions. In: Ciucci, D., Wang, G., Mitra, S., Wu, W.-Z. (eds.) RSKT 2015. LNCS (LNAI), vol. 9436, pp. 62\u201373. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-25754-9_6"},{"key":"2_CR23","doi-asserted-by":"publisher","first-page":"132","DOI":"10.1016\/j.ins.2017.05.036","volume":"412\u2013413","author":"Y Yao","year":"2017","unstructured":"Yao, Y., Wang, S., Deng, X.: Constructing shadowed sets and three-way approximations of fuzzy sets. Inf. Sci. 412\u2013413, 132\u2013153 (2017)","journal-title":"Inf. Sci."},{"key":"2_CR24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-46059-7","volume-title":"Multi-Level Decision Making, Models, Methods and Application","author":"G Zhang","year":"2014","unstructured":"Zhang, G., Lu, J., Gao, Y.: Multi-Level Decision Making, Models, Methods and Application. Springer, Berlin (2014). https:\/\/doi.org\/10.1007\/978-3-662-46059-7"},{"key":"2_CR25","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1155\/2014\/368628","volume":"2014","author":"J Zhang","year":"2014","unstructured":"Zhang, J., Shen, L.: An improved fuzzy c-means clustering algorithm based on shadowed sets and PSO. Comput. Intell. Neurosci. 2014, 22 (2014)","journal-title":"Comput. Intell. Neurosci."},{"key":"2_CR26","doi-asserted-by":"crossref","unstructured":"Zhou, Y., Tian, L., Liu, L.: Improved extension neural network and its applications. Math. Probl. Eng. 2014, 14 (2014)","DOI":"10.1155\/2014\/593021"}],"container-title":["Lecture Notes in Computer Science","Fuzzy Logic and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-12544-8_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,13]],"date-time":"2023-09-13T21:49:51Z","timestamp":1694641791000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-12544-8_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030125431","9783030125448"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-12544-8_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"23 February 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"WILF","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Workshop on Fuzzy Logic and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Genoa","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 September 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 September 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"wilf2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/sites.google.com\/site\/wilf2018fuzzy\/home","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}