{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,28]],"date-time":"2025-09-28T04:21:20Z","timestamp":1759033280993},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030319632"},{"type":"electronic","value":"9783030319649"}],"license":[{"start":{"date-parts":[[2019,9,22]],"date-time":"2019-09-22T00:00:00Z","timestamp":1569110400000},"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":[[2020]]},"DOI":"10.1007\/978-3-030-31964-9_11","type":"book-chapter","created":{"date-parts":[[2019,9,21]],"date-time":"2019-09-21T06:02:46Z","timestamp":1569045766000},"page":"111-121","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["GrFCM \u2013 Granular Clustering of Granular Data"],"prefix":"10.1007","author":[{"given":"Krzysztof","family":"Siminski","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,9,22]]},"reference":[{"key":"11_CR1","unstructured":"Atanassov, K.: Intuitionistic fuzzy sets. Seventh Scientific Session of ITKR (1983)"},{"issue":"2","key":"11_CR2","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1080\/03081079008935107","volume":"17","author":"D Dubois","year":"1990","unstructured":"Dubois, D., Prade, H.: Rough fuzzy sets and fuzzy rough sets. Int. J. Gen Syst 17(2), 191\u2013209 (1990)","journal-title":"Int. J. Gen Syst"},{"issue":"12","key":"11_CR3","doi-asserted-by":"publisher","first-page":"4743","DOI":"10.1007\/s10489-018-1238-7","volume":"48","author":"P Fr\u00e4nti","year":"2018","unstructured":"Fr\u00e4nti, P., Sieranoja, S.: K-means properties on six clustering benchmarkdatasets. Appl. Intell. 48(12), 4743\u20134759 (2018). \n                    https:\/\/doi.org\/10.1007\/s10489-018-1238-7\n                    \n                  . \n                    http:\/\/cs.uef.fi\/sipu\/datasets\/","journal-title":"Appl. Intell."},{"key":"11_CR4","doi-asserted-by":"publisher","unstructured":"Grzegorowski, M., Janusz, A., Slezak, D., Szczuka, M.: On the role of feature space granulation in feature selection processes. In: 2017 IEEE International Conference on Big Data (Big Data), pp. 1806\u20131815, December 2017. \n                    https:\/\/doi.org\/10.1109\/BigData.2017.8258124","DOI":"10.1109\/BigData.2017.8258124"},{"key":"11_CR5","doi-asserted-by":"publisher","unstructured":"Hol\u010dapek, M., \u0160t\u011bpni\u010dka, M.: Arithmetics of extensional fuzzy numbers \u2013 part I: Introduction. In: 2012 IEEE International Conference on Fuzzy Systems, pp.\u00a01\u20138 (2012). \n                    https:\/\/doi.org\/10.1109\/FUZZ-IEEE.2012.6251274","DOI":"10.1109\/FUZZ-IEEE.2012.6251274"},{"key":"11_CR6","doi-asserted-by":"publisher","unstructured":"Hol\u010dapek, M., \u0160t\u011bpni\u010dka, M.: Arithmetics of extensional fuzzy numbers \u2013 part II: Algebraic framework. In: 2012 IEEE International Conference on Fuzzy Systems, pp.\u00a01\u20138 (2012). \n                    https:\/\/doi.org\/10.1109\/FUZZ-IEEE.2012.6251275","DOI":"10.1109\/FUZZ-IEEE.2012.6251275"},{"key":"11_CR7","doi-asserted-by":"publisher","first-page":"102","DOI":"10.1016\/j.fss.2014.02.016","volume":"257","author":"M Hol\u010dapek","year":"2014","unstructured":"Hol\u010dapek, M., \u0160t\u011bpni\u010dka, M.: MI-algebras: a new framework for arithmetics of (extensional) fuzzy numbers. Fuzzy Sets Syst. 257, 102\u2013131 (2014). \n                    https:\/\/doi.org\/10.1016\/j.fss.2014.02.016\n                    \n                  . Special Issue on Fuzzy Numbers and Their Applications. \n                    http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0165011414000682","journal-title":"Fuzzy Sets Syst."},{"issue":"5","key":"11_CR8","first-page":"341","volume":"11","author":"Z Pawlak","year":"1982","unstructured":"Pawlak, Z.: Rough sets. Int. J. Parallel Prog. 11(5), 341\u2013356 (1982)","journal-title":"Int. J. Parallel Prog."},{"issue":"1","key":"11_CR9","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. Trans. Sys. Man Cyber. Part B 28(1), 103\u2013109 (1998). \n                    https:\/\/doi.org\/10.1109\/3477.658584","journal-title":"Trans. Sys. Man Cyber. Part B"},{"key":"11_CR10","doi-asserted-by":"publisher","DOI":"10.1201\/b14862","volume-title":"Granular Computing: Analysis and Design of Intelligent Systems","author":"W Pedrycz","year":"2013","unstructured":"Pedrycz, W.: Granular Computing: Analysis and Design of Intelligent Systems. CRC Press, Boca Raton (2013)"},{"issue":"6","key":"11_CR11","doi-asserted-by":"publisher","first-page":"1977","DOI":"10.1109\/TSMCC.2012.2236648","volume":"43","author":"JT Yao","year":"2013","unstructured":"Yao, J.T., Vasilakos, A.V., Pedrycz, W.: Granular computing: perspectives and challenges. IEEE Trans. Cybern. 43(6), 1977\u20131989 (2013). \n                    https:\/\/doi.org\/10.1109\/TSMCC.2012.2236648","journal-title":"IEEE Trans. Cybern."},{"key":"11_CR12","doi-asserted-by":"crossref","unstructured":"Yao, Y., Zhong, N.: Granular computing. In: Wiley Encyclopedia of Computer Science and Engineering (2008)","DOI":"10.1002\/9780470050118.ecse468"},{"key":"11_CR13","doi-asserted-by":"crossref","unstructured":"Yao, Y.: The art of granular computing. In: Proceeding of the International Conference on Rough Sets and Emerging Intelligent Systems Paradigms LNAI, vol. 4585, pp. 101\u2013112 (2007)","DOI":"10.1007\/978-3-540-73451-2_12"},{"key":"11_CR14","doi-asserted-by":"publisher","unstructured":"Yao, Y.: Granular computing: past, present and future. In: The 2008 IEEE International Conference on Granular Computing, GrC 2008, Hangzhou, China, 26\u201328 August 2008, pp. 80\u201385 (2008). \n                    https:\/\/doi.org\/10.1109\/GRC.2008.4664800","DOI":"10.1109\/GRC.2008.4664800"},{"key":"11_CR15","doi-asserted-by":"publisher","first-page":"338","DOI":"10.1016\/S0019-9958(65)90241-X","volume":"8","author":"LA Zadeh","year":"1965","unstructured":"Zadeh, L.A.: Fuzzy sets. Inf. Control 8, 338\u2013353 (1965)","journal-title":"Inf. Control"},{"key":"11_CR16","unstructured":"Zadeh, L.A.: Fuzzy sets and information granularity. In: Gupta, N., Ragade, R., Yager, R. (eds.) Advances in Fuzzy Set Theory and Applications, pp. 3\u201318 (1979)"},{"key":"11_CR17","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1016\/S0165-0114(97)00077-8","volume":"90","author":"LA Zadeh","year":"1997","unstructured":"Zadeh, L.A.: Toward a theory of fuzzy information granulation and its centrality in human reasoning and fuzzy logic. Fuzzy Sets Syst. 90, 111\u2013127 (1997). \n                    https:\/\/doi.org\/10.1016\/S0165-0114(97)00077-8","journal-title":"Fuzzy Sets Syst."},{"issue":"2","key":"11_CR18","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1023\/A:1009783824328","volume":"1","author":"T Zhang","year":"1997","unstructured":"Zhang, T., Ramakrishnan, R., Livny, M.: BIRCH: a new data clustering algorithm and its applications. Data Mining Knowl. Discov. 1(2), 141\u2013182 (1997)","journal-title":"Data Mining Knowl. Discov."}],"container-title":["Advances in Intelligent Systems and Computing","Man-Machine Interactions 6"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-31964-9_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,21]],"date-time":"2019-09-21T06:05:18Z","timestamp":1569045918000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-31964-9_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9,22]]},"ISBN":["9783030319632","9783030319649"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-31964-9_11","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2019,9,22]]},"assertion":[{"value":"22 September 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICMMI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Man\u2013Machine Interactions","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Cracow","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Poland","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 October 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4 October 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icmmi2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}