{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T01:47:26Z","timestamp":1743126446921,"version":"3.40.3"},"publisher-location":"Cham","reference-count":38,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031509582"},{"type":"electronic","value":"9783031509599"}],"license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"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":[[2023]]},"DOI":"10.1007\/978-3-031-50959-9_20","type":"book-chapter","created":{"date-parts":[[2023,12,30]],"date-time":"2023-12-30T10:02:35Z","timestamp":1703930555000},"page":"283-295","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Granular-Ball Three-Way Decision"],"prefix":"10.1007","author":[{"given":"Xin","family":"Yang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanhua","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuyin","family":"Xia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaoyu","family":"Lian","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guoyin","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tianrui","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,12,31]]},"reference":[{"key":"20_CR1","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1007\/978-3-030-52705-1_10","volume-title":"Rough Sets","author":"A Campagner","year":"2020","unstructured":"Campagner, A., Cabitza, F., Ciucci, D.: Three-way decision for handling uncertainty in machine learning: a narrative review. In: Bello, R., Miao, D., Falcon, R., Nakata, M., Rosete, A., Ciucci, D. (eds.) IJCRS 2020. LNCS (LNAI), vol. 12179, pp. 137\u2013152. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-52705-1_10"},{"issue":"4573","key":"20_CR2","doi-asserted-by":"publisher","first-page":"699","DOI":"10.1126\/science.7134969","volume":"218","author":"L Chen","year":"1982","unstructured":"Chen, L.: Topological structure in visual perception. Science 218(4573), 699\u2013700 (1982)","journal-title":"Science"},{"key":"20_CR3","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.107326","volume":"229","author":"Y Chen","year":"2021","unstructured":"Chen, Y., Wang, P., Yang, X., Mi, J., Liu, D.: Granular ball guided selector for attribute reduction. Knowl.-Based Syst. 229, 107326 (2021)","journal-title":"Knowl.-Based Syst."},{"key":"20_CR4","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1016\/j.ins.2022.07.063","volume":"609","author":"Y Fang","year":"2022","unstructured":"Fang, Y., Cao, X.M., Wang, X., Min, F.: Three-way sampling for rapid attribute reduction. Inf. Sci. 609, 26\u201345 (2022)","journal-title":"Inf. Sci."},{"key":"20_CR5","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2022.109788","volume":"132","author":"XY Han","year":"2023","unstructured":"Han, X.Y., Zhu, X.B., Pedrycz, W., Li, Z.W.: A three-way classification with fuzzy decision trees. Appl. Soft Comput. 132, 109788 (2023)","journal-title":"Appl. Soft Comput."},{"issue":"3","key":"20_CR6","doi-asserted-by":"publisher","first-page":"640","DOI":"10.3724\/SP.J.1001.2008.00640","volume":"19","author":"HQ Hua","year":"2008","unstructured":"Hua, H.Q., Ren, Y.D., Xia, X.Z.: Numerical attribute reduction based on neighborhood granulation and rough approximation. J. Softw. 19(3), 640\u2013649 (2008)","journal-title":"J. Softw."},{"key":"20_CR7","doi-asserted-by":"publisher","first-page":"218","DOI":"10.1016\/j.ijar.2017.01.009","volume":"83","author":"CC Huang","year":"2017","unstructured":"Huang, C.C., Li, J.H., Mei, C.L., Wu, W.Z.: Three-way concept learning based on cognitive operators: an information fusion viewpoint. Int. J. Approx. Reason. 83, 218\u2013242 (2017)","journal-title":"Int. J. Approx. Reason."},{"key":"20_CR8","doi-asserted-by":"publisher","first-page":"241","DOI":"10.1016\/j.knosys.2015.07.040","volume":"91","author":"HX Li","year":"2016","unstructured":"Li, H.X., Zhang, L.B., Huang, B., Zhou, X.Z.: Sequential three-way decision and granulation for cost-sensitive face recognition. Knowl.-Based Syst. 91, 241\u2013251 (2016)","journal-title":"Knowl.-Based Syst."},{"key":"20_CR9","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2023.110144","volume":"136","author":"W Li","year":"2023","unstructured":"Li, W., Yang, B.: Three-way decisions with fuzzy probabilistic covering-based rough sets and their applications in credit evaluation. Appl. Soft Comput. 136, 110144 (2023)","journal-title":"Appl. Soft Comput."},{"key":"20_CR10","doi-asserted-by":"publisher","first-page":"700","DOI":"10.1016\/j.ins.2018.08.001","volume":"507","author":"S Maldonado","year":"2020","unstructured":"Maldonado, S., Peters, G., Weber, R.: Credit scoring using three-way decisions with probabilistic rough sets. Inf. Sci. 507, 700\u2013714 (2020)","journal-title":"Inf. Sci."},{"key":"20_CR11","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, 341\u2013356 (1982)","journal-title":"Int. J. Comput. Inf. Sci."},{"key":"20_CR12","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2023.110898","volume":"278","author":"W Qian","year":"2023","unstructured":"Qian, W., Xu, F., Huang, J., Qian, J.: A novel granular ball computing-based fuzzy rough set for feature selection in label distribution learning. Knowl.-Based Syst. 278, 110898 (2023)","journal-title":"Knowl.-Based Syst."},{"issue":"4","key":"20_CR13","first-page":"196","volume":"35","author":"A Shah","year":"2023","unstructured":"Shah, A., Ali, B., Habib, M., Frnda, J., Ullah, I., Anwar, M.S.: An ensemble face recognition mechanism based on three-way decisions. J. King Saud Univ.-Comput. Inf. Sci. 35(4), 196\u2013208 (2023)","journal-title":"J. King Saud Univ.-Comput. Inf. Sci."},{"key":"20_CR14","unstructured":"Shu\u00a0Yin, X., Da\u00a0Wei, D., Long, Y., Li, Z., Danf, L., Guoy, W., et\u00a0al.: Graph-based representation for image based on granular-ball. arXiv preprint arXiv:2303.02388 (2023)"},{"issue":"5","key":"20_CR15","doi-asserted-by":"publisher","first-page":"996","DOI":"10.3390\/sym15050996","volume":"15","author":"M Song","year":"2023","unstructured":"Song, M., Chen, J., Song, J., Xu, T., Fan, Y.: Forward greedy searching to $$\\kappa $$-reduct based on granular ball. Symmetry 15(5), 996 (2023)","journal-title":"Symmetry"},{"issue":"4","key":"20_CR16","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1007\/s41066-017-0048-3","volume":"2","author":"GY Wang","year":"2017","unstructured":"Wang, G.Y.: DGCC: data-driven granular cognitive computing. Granul. Comput. 2(4), 343\u2013355 (2017)","journal-title":"Granul. Comput."},{"key":"20_CR17","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1016\/j.knosys.2018.04.029","volume":"155","author":"PX Wang","year":"2018","unstructured":"Wang, P.X., Yao, Y.Y.: CE3: a three-way clustering method based on mathematical morphology. Knowl.-Based Syst. 155, 54\u201365 (2018)","journal-title":"Knowl.-Based Syst."},{"key":"20_CR18","doi-asserted-by":"publisher","first-page":"382","DOI":"10.1016\/j.inffus.2022.08.027","volume":"89","author":"WJ Wang","year":"2023","unstructured":"Wang, W.J., Zhan, J.M., Zhang, C., Herrera-Viedma, E., Kou, G.: A regret-theory-based three-way decision method with a priori probability tolerance dominance relation in fuzzy incomplete information systems. Inf. Fusion 89, 382\u2013396 (2023)","journal-title":"Inf. Fusion"},{"issue":"1","key":"20_CR19","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1007\/s13042-021-01402-9","volume":"13","author":"XH Wang","year":"2022","unstructured":"Wang, X.H., Wang, B., Liu, S., Li, H.X., Wang, T.X., Watada, J.: Fuzzy portfolio selection based on three-way decision and cumulative prospect theory. Int. J. Mach. Learn. Cybernet. 13(1), 293\u2013308 (2022)","journal-title":"Int. J. Mach. Learn. Cybernet."},{"key":"20_CR20","doi-asserted-by":"crossref","unstructured":"Xia, S.Y., Dai, X.C., Wang, G.Y., Gao, X.B., Giem, E.: An efficient and adaptive granular-ball generation method in classification problem. IEEE Trans. Neural Netw. Learn. Syst. 1\u201313 (2022)","DOI":"10.1109\/TNNLS.2022.3203381"},{"key":"20_CR21","doi-asserted-by":"publisher","first-page":"136","DOI":"10.1016\/j.ins.2019.01.010","volume":"483","author":"SY Xia","year":"2019","unstructured":"Xia, S.Y., Liu, Y.S., Ding, X., Wang, G.Y., Yu, H., Luo, Y.G.: Granular ball computing classifiers for efficient, scalable and robust learning. Inf. Sci. 483, 136\u2013152 (2019)","journal-title":"Inf. Sci."},{"key":"20_CR22","doi-asserted-by":"crossref","unstructured":"Xia, S.Y., et al.: A unified granular-ball learning model of Pawlak rough set and neighborhood rough set. arXiv preprint arXiv:2201.03349 (2022)","DOI":"10.1109\/TNNLS.2023.3325199"},{"key":"20_CR23","unstructured":"Xia, S.Y., Wang, G.Y., Gao, X.B., Peng, X.L.: GBSVM: granular-ball support vector machine. arXiv preprint arXiv:2210.03120 (2022)"},{"key":"20_CR24","doi-asserted-by":"publisher","first-page":"2144","DOI":"10.1109\/TNNLS.2021.3105984","volume":"34","author":"SY Xia","year":"2021","unstructured":"Xia, S.Y., Zheng, S.Y., Wang, G.Y., Gao, X.B., Wang, B.G.: Granular ball sampling for noisy label classification or imbalanced classification. IEEE Trans. Neural Netw. Learn. Syst. 34, 2144\u20132155 (2021)","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"key":"20_CR25","doi-asserted-by":"publisher","first-page":"9743","DOI":"10.1109\/TKDE.2023.3249475","volume":"35","author":"J Xie","year":"2023","unstructured":"Xie, J., Kong, W.Y., Xia, S.Y., Wang, G.Y., Gao, X.B.: An efficient spectral clustering algorithm based on granular-ball. IEEE Trans. Knowl. Data Eng. 35, 9743\u20139753 (2023)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"20_CR26","unstructured":"Xie, J., Xia, S.Y., Wang, G.Y., Gao, X.B.: GBMST: an efficient minimum spanning tree clustering based on granular-ball. arXiv e-prints, pp. arXiv\u20132303 (2023)"},{"key":"20_CR27","doi-asserted-by":"publisher","first-page":"414","DOI":"10.1016\/j.ijar.2022.11.007","volume":"152","author":"X Yang","year":"2022","unstructured":"Yang, X., Li, Y.H., Li, T.R.: A review of sequential three-way decision and multi-granularity learning. Int. J. Approx. Reason. 152, 414\u2013433 (2022)","journal-title":"Int. J. Approx. Reason."},{"issue":"9","key":"20_CR28","doi-asserted-by":"publisher","first-page":"3486","DOI":"10.1109\/TFUZZ.2021.3117449","volume":"30","author":"X Yang","year":"2021","unstructured":"Yang, X., Li, Y.J., Liu, D., Li, T.R.: Hierarchical fuzzy rough approximations with three-way multigranularity learning. IEEE Trans. Fuzzy Syst. 30(9), 3486\u20133500 (2021)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"20_CR29","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1016\/j.ins.2021.11.035","volume":"585","author":"X Yang","year":"2022","unstructured":"Yang, X., Li, Y.J., Meng, D., Yang, Y.X., Liu, D., Li, T.R.: Three-way multi-granularity learning towards open topic classification. Inf. Sci. 585, 41\u201357 (2022)","journal-title":"Inf. Sci."},{"key":"20_CR30","doi-asserted-by":"publisher","first-page":"524","DOI":"10.1016\/j.ins.2022.11.077","volume":"621","author":"X Yang","year":"2023","unstructured":"Yang, X., Loua, M.A., Wu, M.J., Huang, L., Gao, Q.: Multi-granularity stock prediction with sequential three-way decisions. Inf. Sci. 621, 524\u2013544 (2023)","journal-title":"Inf. Sci."},{"key":"20_CR31","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"642","DOI":"10.1007\/978-3-642-02962-2_81","volume-title":"Rough Sets and Knowledge Technology","author":"Y Yao","year":"2009","unstructured":"Yao, Y.: Three-way decision: an interpretation of rules in rough set theory. In: Wen, P., Li, Y., Polkowski, L., Yao, Y., Tsumoto, S., Wang, G. (eds.) RSKT 2009. LNCS (LNAI), vol. 5589, pp. 642\u2013649. Springer, Heidelberg (2009). https:\/\/doi.org\/10.1007\/978-3-642-02962-2_81"},{"issue":"3","key":"20_CR32","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1016\/j.ins.2009.09.021","volume":"180","author":"YY Yao","year":"2010","unstructured":"Yao, Y.Y.: Three-way decisions with probabilistic rough sets. Inf. Sci. 180(3), 341\u2013353 (2010)","journal-title":"Inf. Sci."},{"key":"20_CR33","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1007\/978-3-642-41299-8_3","volume-title":"Rough Sets and Knowledge Technology","author":"Y Yao","year":"2013","unstructured":"Yao, Y.: Granular computing and sequential three-way decisions. In: Lingras, P., Wolski, M., Cornelis, C., Mitra, S., Wasilewski, P. (eds.) RSKT 2013. LNCS (LNAI), vol. 8171, pp. 16\u201327. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-41299-8_3"},{"issue":"6","key":"20_CR34","doi-asserted-by":"publisher","first-page":"793","DOI":"10.1016\/0020-7373(92)90069-W","volume":"37","author":"YY Yao","year":"1992","unstructured":"Yao, Y.Y., Wong, S.K.M.: A decision theoretic framework for approximating concepts. Int. J. Man Mach. Stud. 37(6), 793\u2013809 (1992)","journal-title":"Int. J. Man Mach. Stud."},{"key":"20_CR35","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijar.2023.109003","volume":"161","author":"YY Yao","year":"2023","unstructured":"Yao, Y.Y., Yang, J.L.: Granular fuzzy sets and three-way approximations of fuzzy sets. Int. J. Approx. Reason. 161, 109003 (2023)","journal-title":"Int. J. Approx. Reason."},{"key":"20_CR36","doi-asserted-by":"publisher","first-page":"434","DOI":"10.1016\/j.ijar.2022.11.011","volume":"152","author":"XQ Ye","year":"2023","unstructured":"Ye, X.Q., Liu, D., Li, T.R.: Multi-granularity sequential three-way recommendation based on collaborative deep learning. Int. J. Approx. Reason. 152, 434\u2013455 (2023)","journal-title":"Int. J. Approx. Reason."},{"key":"20_CR37","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1007\/978-3-319-99368-3_2","volume-title":"Rough Sets","author":"H Yu","year":"2018","unstructured":"Yu, H.: Three-way decisions and three-way clustering. In: Nguyen, H.S., Ha, Q.-T., Li, T., Przyby\u0142a-Kasperek, M. (eds.) IJCRS 2018. LNCS (LNAI), vol. 11103, pp. 13\u201328. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-99368-3_2"},{"key":"20_CR38","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1016\/j.ijar.2021.11.011","volume":"142","author":"YH Zhong","year":"2022","unstructured":"Zhong, Y.H., Li, Y.H., Yang, Y., Li, T., Jia, Y.L.: An improved three-way decision model based on prospect theory. Int. J. Approx. Reason. 142, 109\u2013129 (2022)","journal-title":"Int. J. Approx. Reason."}],"container-title":["Lecture Notes in Computer Science","Rough Sets"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-50959-9_20","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,12,30]],"date-time":"2023-12-30T10:05:15Z","timestamp":1703930715000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-50959-9_20"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783031509582","9783031509599"],"references-count":38,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-50959-9_20","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"31 December 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IJCRS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Joint Conference on Rough Sets","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Krakow","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":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 October 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 October 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ijcrs2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ijcrs2023.agh.edu.pl\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Springer EquinOCS","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"83","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"43","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"52% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"5","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}