{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T17:19:35Z","timestamp":1725902375345},"publisher-location":"Cham","reference-count":33,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319608396"},{"type":"electronic","value":"9783319608402"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-60840-2_13","type":"book-chapter","created":{"date-parts":[[2017,6,21]],"date-time":"2017-06-21T01:13:39Z","timestamp":1498007619000},"page":"183-199","source":"Crossref","is-referenced-by-count":1,"title":["Actionable Strategies in Three-Way Decisions with Rough Sets"],"prefix":"10.1007","author":[{"given":"Cong","family":"Gao","sequence":"first","affiliation":[]},{"given":"Yiyu","family":"Yao","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,6,22]]},"reference":[{"key":"13_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"248","DOI":"10.1007\/3-540-44816-0_25","volume-title":"Advances in Intelligent Data Analysis","author":"SSR Abidi","year":"2001","unstructured":"Abidi, S.S.R., Hoe, K.M., Goh, A.: Analyzing data clusters: a rough sets approach to extract cluster-defining symbolic rules. In: Hoffmann, F., Hand, D.J., Adams, N., Fisher, D., Guimaraes, G. (eds.) IDA 2001. LNCS, vol. 2189, pp. 248\u2013257. Springer, Heidelberg (2001). doi: 10.1007\/3-540-44816-0_25"},{"key":"13_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1007\/978-3-319-47160-0_19","volume-title":"Rough Sets","author":"N Azam","year":"2016","unstructured":"Azam, N., Yao, J.T.: Variance based determination of three-way decisions using probabilistic rough sets. In: Flores, V., et al. (eds.) IJCRS 2016. LNCS, vol. 9920, pp. 209\u2013218. Springer, Cham (2016). doi: 10.1007\/978-3-319-47160-0_19"},{"key":"13_CR3","unstructured":"Chen, Z., Tang, J., Fu, A.W.-C.: Modeling and efficient mining of intentional knowledge of outliers. In: 7th International Database Engineering and Applications Symposium (IDEAS), pp. 44\u201353 (2003)"},{"key":"13_CR4","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-35650-6","volume-title":"Action Rules Mining","author":"A Dardzinska","year":"2013","unstructured":"Dardzinska, A.: Action Rules Mining. Springer, Heidelberg (2013)"},{"issue":"3","key":"13_CR5","doi-asserted-by":"crossref","first-page":"291","DOI":"10.3233\/FI-2014-1045","volume":"132","author":"XF Deng","year":"2014","unstructured":"Deng, X.F., Yao, Y.Y.: A multifaceted analysis of probabilistic three-way decisions. Fundam. Informaticae 132(3), 291\u2013313 (2014)","journal-title":"Fundam. Informaticae"},{"issue":"1","key":"13_CR6","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1109\/TSMCA.2003.812596","volume":"33","author":"Y Elovici","year":"2003","unstructured":"Elovici, Y., Braha, D.: A decition-theoretic approach to data mining. IEEE Trans. Syst. Man Cybern. Part A 33(1), 42\u201351 (2003)","journal-title":"IEEE Trans. Syst. Man Cybern. Part A"},{"key":"13_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"535","DOI":"10.1007\/978-3-319-11740-9_49","volume-title":"Rough Sets and Knowledge Technology","author":"C Gao","year":"2014","unstructured":"Gao, C., Yao, Y.Y.: An addition strategy for reduct construction. In: Miao, D., Pedrycz, W., \u015al\u0229zak, D., Peters, G., Hu, Q., Wang, R. (eds.) RSKT 2014. LNCS, vol. 8818, pp. 535\u2013546. Springer, Cham (2014). doi: 10.1007\/978-3-319-11740-9_49"},{"key":"13_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"272","DOI":"10.1007\/978-3-319-47160-0_25","volume-title":"Rough Sets","author":"C Gao","year":"2016","unstructured":"Gao, C., Yao, Y.Y.: Determining thresholds in three-way decisions with chi-square statistic. In: Flores, V., et al. (eds.) IJCRS 2016. LNCS, vol. 9920, pp. 272\u2013281. Springer, Cham (2016). doi: 10.1007\/978-3-319-47160-0_25"},{"key":"13_CR9","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1016\/0004-3702(89)90046-5","volume":"40","author":"JH Gennari","year":"1989","unstructured":"Gennari, J.H., Langley, P., Fisher, D.: Models of incremental concept formation. Artif. Intell. 40, 11\u201361 (1989)","journal-title":"Artif. Intell."},{"key":"13_CR10","doi-asserted-by":"crossref","first-page":"180","DOI":"10.1016\/j.ijar.2013.04.007","volume":"55","author":"JW Grzymala-Busse","year":"2014","unstructured":"Grzymala-Busse, J.W., Clark, P.G., Kuehnhausen, M.: Generalized probabilistic approximations of incomplete data. Int. J. Approx. Reason. 55, 180\u2013196 (2014)","journal-title":"Int. J. Approx. Reason."},{"issue":"11","key":"13_CR11","doi-asserted-by":"crossref","first-page":"681","DOI":"10.1016\/j.eswa.2004.07.002","volume":"27","author":"Z He","year":"2004","unstructured":"He, Z., Xu, X., Huang, J.Z., Deng, S.: Mining class outlier: concepts, algorithms and applications in CRM. Expert Syst. Appl. 27(11), 681\u2013697 (2004)","journal-title":"Expert Syst. Appl."},{"issue":"2","key":"13_CR12","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1016\/j.eswa.2004.01.010","volume":"27","author":"J-J Jonker","year":"2004","unstructured":"Jonker, J.-J., Piersma, N., Van den Poel, D.: Joint optimization of customer segmentation and marketing policy to maximize long-term profitability. Expert Syst. Appl. 27(2), 159\u2013168 (2004)","journal-title":"Expert Syst. Appl."},{"key":"13_CR13","unstructured":"Knorr, E.M., Ng, R.T.: Finding intentional knowledge of distance-based outliers. In: VLDB 1999, pp. 211\u2013222 (1999)"},{"key":"13_CR14","doi-asserted-by":"crossref","unstructured":"Liu, B., Hsu, W., Ma, Y.: Identifying non-actionable association rules. In: Proceedings of the 7th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), pp. 329\u2013334 (2001)","DOI":"10.1145\/502512.502560"},{"key":"13_CR15","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1023\/B:MACH.0000033117.77257.41","volume":"56","author":"N Mishra","year":"2004","unstructured":"Mishra, N., Ron, D., Swaminathan, R.: A new conceptual clustering framework. Mach. Learn. 56, 115\u2013151 (2004)","journal-title":"Mach. Learn."},{"key":"13_CR16","doi-asserted-by":"crossref","DOI":"10.1007\/978-94-011-3534-4","volume-title":"Rough Sets: Theoretical Aspects of Reasoning About Data","author":"Z Pawlak","year":"1991","unstructured":"Pawlak, Z.: Rough Sets: Theoretical Aspects of Reasoning About Data. Kluwer Academic Publishers, Dordrecht (1991)"},{"key":"13_CR17","unstructured":"Pisinger, D.: Algorithms for Knapsack Problems. Ph.D. thesis, University of Copenhagen, Department of Computer Science (1995)"},{"key":"13_CR18","series-title":"Advances in Soft Computing","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1007\/978-3-540-36562-4_31","volume-title":"Intelligent Information Processing and Web Mining","author":"ZW Ras","year":"2003","unstructured":"Ras, Z.W., Tsay, L.S.: Discovering extended action-rules (System DEAR). In: K\u0142opotek, M.A., Wierzcho\u0144, S.T., Trojanowski, K. (eds.) Intelligent Information Processing and Web Mining. AINSC, vol. 22, pp. 293\u2013300. Springer, Heidelberg (2003). doi: 10.1007\/978-3-540-36562-4_31"},{"key":"13_CR19","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"587","DOI":"10.1007\/3-540-45372-5_70","volume-title":"Principles of Data Mining and Knowledge Discovery","author":"ZW Ras","year":"2000","unstructured":"Ras, Z.W., Wieczorkowska, A.: Action-rules: how to increase profit of a company. In: Zighed, D.A., Komorowski, J., \u017bytkow, J. (eds.) PKDD 2000. LNCS, vol. 1910, pp. 587\u2013592. Springer, Heidelberg (2000). doi: 10.1007\/3-540-45372-5_70"},{"key":"13_CR20","unstructured":"Shen, Y.-D., Yang, Q., Zhang, Z.: Objective-oriented utility-based association mining. In: IEEE International Conference on Data Mining (ICDM) (2002)"},{"key":"13_CR21","unstructured":"Silberschatz, A., Tuzihilin, A.: On subjective measures of interestingness in knowledge discovery. In: Proceedings of the 1st International Conference on Knowledge Discovery and Data Mining (KDD), pp. 275\u2013281 (1995)"},{"issue":"1","key":"13_CR22","doi-asserted-by":"crossref","first-page":"142","DOI":"10.1016\/j.dss.2012.04.013","volume":"54","author":"P Su","year":"2012","unstructured":"Su, P., Mao, W., Zeng, D., Zhao, H.: Mining actionable behavioral rules. Decis. Support Syst. 54(1), 142\u2013152 (2012)","journal-title":"Decis. Support Syst."},{"key":"13_CR23","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1007\/978-3-319-08729-0_27","volume-title":"Rough Sets and Intelligent Systems Paradigms","author":"L-S Tsay","year":"2014","unstructured":"Tsay, L.-S.: Interestingness measures for actionable patterns. In: Kryszkiewicz, M., Cornelis, C., Ciucci, D., Medina-Moreno, J., Motoda, H., Ra\u015b, Z.W. (eds.) RSEISP 2014. LNCS, vol. 8537, pp. 277\u2013284. Springer, Cham (2014). doi: 10.1007\/978-3-319-08729-0_27"},{"key":"13_CR24","unstructured":"Yang, Q., Cheng, H.: Mining case bases for action recommendation. In: IEEE International Conference on Data Mining (ICDM), pp. 522\u2013529 (2002)"},{"key":"13_CR25","doi-asserted-by":"crossref","unstructured":"Yang, Q., Yin, J., Ling, C.X., Chen, T.: Postprocessing decision trees to extract actionable knowledge. In: IEEE International Conference on Data Mining (ICDM) (2003)","DOI":"10.1109\/ICDM.2003.1251008"},{"key":"13_CR26","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-642-32115-3_1","volume-title":"Rough Sets and Current Trends in Computing","author":"YY Yao","year":"2012","unstructured":"Yao, Y.Y.: An outline of a theory of three-way decisions. In: Yao, J.T., Yang, Y., S\u0142owi\u0144ski, R., Greco, S., Li, H., Mitra, S., Polkowski, L. (eds.) RSCTC 2012. LNCS, vol. 7413, pp. 1\u201317. Springer, Heidelberg (2012). doi: 10.1007\/978-3-642-32115-3_1"},{"issue":"2","key":"13_CR27","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1016\/j.ijar.2007.05.019","volume":"49","author":"YY Yao","year":"2008","unstructured":"Yao, Y.Y.: Probabilistic rough set approximations. Int. J. Approx. Reason. 49(2), 255\u2013271 (2008)","journal-title":"Int. J. Approx. Reason."},{"key":"13_CR28","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1007\/978-3-319-25754-9_6","volume-title":"Rough Sets and Knowledge Technology","author":"YY Yao","year":"2015","unstructured":"Yao, Y.Y.: Rough sets and three-way decisions. In: Ciucci, D., Wang, G., Mitra, S., Wu, W.-Z. (eds.) RSKT 2015. LNCS, vol. 9436, pp. 62\u201373. Springer, Cham (2015). doi: 10.1007\/978-3-319-25754-9_6"},{"issue":"4","key":"13_CR29","doi-asserted-by":"crossref","first-page":"543","DOI":"10.1007\/s12559-016-9397-5","volume":"8","author":"YY Yao","year":"2016","unstructured":"Yao, Y.Y.: Three-way decisions and cognitive computing. Cogn. Comput. 8(4), 543\u2013554 (2016)","journal-title":"Cogn. Comput."},{"key":"13_CR30","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"309","DOI":"10.1007\/978-3-319-25754-9_28","volume-title":"Rough Sets and Knowledge Technology","author":"YY Yao","year":"2015","unstructured":"Yao, Y.Y., Gao, C.: Statistical interpretations of three-way decisions. In: Ciucci, D., Wang, G., Mitra, S., Wu, W.-Z. (eds.) RSKT 2015. LNCS, vol. 9436, pp. 309\u2013320. Springer, Cham (2015). doi: 10.1007\/978-3-319-25754-9_28"},{"issue":"6","key":"13_CR31","doi-asserted-by":"crossref","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":"13_CR32","doi-asserted-by":"crossref","unstructured":"Zhang, H., Padmanabhan, B., Tuzhilin, A.: On the discovery of significant statistical quantitative rules. In: KDD 2004, pp. 374\u2013383 (2004)","DOI":"10.1145\/1014052.1014094"},{"key":"13_CR33","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1016\/j.ijar.2016.11.005","volume":"81","author":"Y Zhang","year":"2017","unstructured":"Zhang, Y., Yao, J.T.: Gini objective functions for three-way classifications. Int. J. Approx. Reason. 81, 103\u2013114 (2017)","journal-title":"Int. J. Approx. Reason."}],"container-title":["Lecture Notes in Computer Science","Rough Sets"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-60840-2_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,10,10]],"date-time":"2020-10-10T14:30:19Z","timestamp":1602340219000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-60840-2_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319608396","9783319608402"],"references-count":33,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-60840-2_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]}}}