{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,2]],"date-time":"2025-04-02T03:40:05Z","timestamp":1743565205524,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":17,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819646029","type":"print"},{"value":"9789819646036","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-981-96-4603-6_1","type":"book-chapter","created":{"date-parts":[[2025,4,2]],"date-time":"2025-04-02T03:05:16Z","timestamp":1743563116000},"page":"3-15","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Rough Sets Consisting of\u00a0Valued Objects in\u00a0Data Tables with\u00a0Missing Values"],"prefix":"10.1007","author":[{"given":"Michinori","family":"Nakata","sequence":"first","affiliation":[]},{"given":"Hiroshi","family":"Sakai","sequence":"additional","affiliation":[]},{"given":"Takeshi","family":"Fujiwara","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,3,24]]},"reference":[{"issue":"5","key":"1_CR1","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."},{"key":"1_CR2","doi-asserted-by":"crossref","unstructured":"Pawlak, Z.: Rough Sets: Theoretical Aspects of Reasoning about Data. Kluwer Academic Publishers, Dordrecht (1991). https:\/\/doi.org\/10.1007\/978-94-011-3534-4","DOI":"10.1007\/978-94-011-3534-4"},{"key":"1_CR3","doi-asserted-by":"publisher","first-page":"353","DOI":"10.1109\/69.506705","volume":"8","author":"S Parsons","year":"1996","unstructured":"Parsons, S.: Current approaches to handling imperfect information in data and knowledge bases. IEEE Trans. Knowl. Data Eng. 8, 353\u2013372 (1996)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"1_CR4","first-page":"862","volume":"10","author":"S Parsons","year":"1998","unstructured":"Parsons, S.: Addendum to \u201ccurrent approaches to handling imperfect information in data and knowledge bases\u2019\u2019. IEEE Trans. Knowl. Data Eng. 10, 862 (1998)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"1_CR5","doi-asserted-by":"publisher","first-page":"262","DOI":"10.1145\/320083.320088","volume":"4","author":"W Lipski","year":"1979","unstructured":"Lipski, W.: On semantics issues connected with incomplete information databases. ACM Trans. Database Syst. 4, 262\u2013296 (1979)","journal-title":"ACM Trans. Database Syst."},{"key":"1_CR6","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1016\/S0020-0255(98)10019-1","volume":"112","author":"K Kryszkiewicz","year":"1998","unstructured":"Kryszkiewicz, K.: Rough set approach to incomplete information systems. Inf. Sci. 112, 39\u201349 (1998)","journal-title":"Inf. Sci."},{"key":"1_CR7","unstructured":"Kryszkiewicz, K.: Properties of incomplete information systems in the framework of rough sets. In: Rough Sets in Knowledge Discovery 1, pp. 422\u2013450. Physica-Verlag (1998)"},{"key":"1_CR8","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1016\/S0020-0255(98)10065-8","volume":"113","author":"M Kryszkiewicz","year":"1999","unstructured":"Kryszkiewicz, M.: Rules in incomplete information systems. Inf. Sci. 113, 271\u2013292 (1999)","journal-title":"Inf. Sci."},{"key":"1_CR9","doi-asserted-by":"crossref","unstructured":"Grzymala-Busse, J. W.: Data with missing attribute values: generalization of indiscernibility relation and rule induction. Trans. Rough Sets I, 78\u201395 (2004)","DOI":"10.1007\/978-3-540-27794-1_3"},{"key":"1_CR10","first-page":"131","volume":"67","author":"R Latkowski","year":"2005","unstructured":"Latkowski, R.: Flexible indiscernibility relations for missing values. Fund. Inform. 67, 131\u2013147 (2005)","journal-title":"Fund. Inform."},{"key":"1_CR11","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1016\/S0020-0255(03)00061-6","volume":"153","author":"Y Leung","year":"2003","unstructured":"Leung, Y., Li, D.: Maximum consistent techniques for rule acquisition in incomplete information systems. Inf. Sci. 153, 85\u2013106 (2003)","journal-title":"Inf. Sci."},{"key":"1_CR12","doi-asserted-by":"publisher","first-page":"545","DOI":"10.1111\/0824-7935.00162","volume":"17","author":"J Stefanowski","year":"2001","unstructured":"Stefanowski, J., Tsouki\u00e0s, A.: Incomplete information tables and rough classification. Comput. Intell. 17, 545\u2013566 (2001)","journal-title":"Comput. Intell."},{"key":"1_CR13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-25935-7","volume-title":"Incomplete Information Systems and Rough Set Theory","author":"X Yang","year":"2012","unstructured":"Yang, X., Yang, J.: Incomplete Information Systems and Rough Set Theory. Springer, Heidelberg (2012). https:\/\/doi.org\/10.1007\/978-3-642-25935-7"},{"key":"1_CR14","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.105373","volume":"192","author":"L Sun","year":"2020","unstructured":"Sun, L., Wanga, L., Ding, W., Qian, Y., Xu, J.: Neighborhood multi-granulation rough sets-based attribute reduction using lebesgue and entropy measures in incomplete neighborhood decision systems. Knowl.-Based Syst. 192, 105373 (2020)","journal-title":"Knowl.-Based Syst."},{"key":"1_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"294","DOI":"10.1007\/978-3-031-46781-3_25","volume-title":"IUKM 2023","author":"M Nakata","year":"2023","unstructured":"Nakata, M., Saito, N., Sakai, H., Fujiwara, T.: Extending Kryszkiewicz\u2019s formula of missing values in terms of Lipski\u2019s approach. In: Honda, K., Le, B., Huynh, V.N., Inuiguchi, M., Kohda, Y. (eds.) IUKM 2023. Lecture Notes in Computer Science, vol. 14376, pp. 294\u2013305. Springer, Cham (2023). https:\/\/doi.org\/10.1007\/978-3-031-46781-3_25"},{"key":"1_CR16","series-title":"LNCS","doi-asserted-by":"publisher","first-page":"170","DOI":"10.1007\/978-3-031-50959-9_12","volume-title":"IJCRS 2023","author":"M Nakata","year":"2023","unstructured":"Nakata, M., Saito, N., Sakai, H., Fujiwara, T.: Kryszkiewicz\u2019s relation for object indistinguishability in data tables with missing values. In: Campagner, A., Urs Lenz, O., Xia, S., \u015al\u0119zak, D., W\u0105s, J., Yao, J. (eds.) IJCRS 2023. LNCS, vol. 14481, pp. 170\u2013184. Springer, Cham (2023). https:\/\/doi.org\/10.1007\/978-3-031-50959-9_12"},{"key":"1_CR17","series-title":"LNCS","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1007\/978-3-031-65665-1_10","volume-title":"IJCRS 2024","author":"M Nakata","year":"2024","unstructured":"Nakata, M., Sakai, H., Fujiwara, T.: Dealing with missing values meaning unknown in probabilistic approximations. In: Hu, M., Cornelis, C., Zhang, Y., Lingras, P., \u015al\u0119zak, D., Yao, J. (eds.) IJCRS 2024. LNCS, vol. 14839, pp. 157\u2013172. Springer, Cham (2024). https:\/\/doi.org\/10.1007\/978-3-031-65665-1_10"}],"container-title":["Lecture Notes in Computer Science","Integrated Uncertainty in Knowledge Modelling and Decision Making"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-96-4603-6_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,2]],"date-time":"2025-04-02T03:05:32Z","timestamp":1743563132000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-96-4603-6_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9789819646029","9789819646036"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-981-96-4603-6_1","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"24 March 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IUKM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ho Chi Minh City","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Vietnam","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 March 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 March 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iukm2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.jaist.ac.jp\/IUKM\/IUKM2025\/index.php","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}