{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T20:33:56Z","timestamp":1783456436434,"version":"3.55.0"},"reference-count":58,"publisher":"Springer Science and Business Media LLC","issue":"13","license":[{"start":{"date-parts":[[2020,5,16]],"date-time":"2020-05-16T00:00:00Z","timestamp":1589587200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,5,16]],"date-time":"2020-05-16T00:00:00Z","timestamp":1589587200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["11961025"],"award-info":[{"award-number":["11961025"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2020,7]]},"DOI":"10.1007\/s00500-020-04987-5","type":"journal-article","created":{"date-parts":[[2020,5,16]],"date-time":"2020-05-16T15:02:37Z","timestamp":1589641357000},"page":"9391-9402","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":21,"title":["Multi-granular soft rough covering sets"],"prefix":"10.1007","volume":"24","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4533-9281","authenticated-orcid":false,"given":"Jos\u00e9 Carlos R.","family":"Alcantud","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jianming","family":"Zhan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2020,5,16]]},"reference":[{"key":"4987_CR1","doi-asserted-by":"publisher","first-page":"418","DOI":"10.1006\/jmps.2001.1398","volume":"46","author":"JCR Alcantud","year":"2002","unstructured":"Alcantud JCR (2002) Revealed indifference and models of choice behavior. J Math Psychol 46:418\u2013430","journal-title":"J Math Psychol"},{"issue":"2","key":"4987_CR2","doi-asserted-by":"publisher","first-page":"325","DOI":"10.1080\/18756891.2016.1161344","volume":"9","author":"JCR Alcantud","year":"2016","unstructured":"Alcantud JCR, de Andr\u00e9s R (2016) A segment-based approach to the analysis of project evaluation problems by hesitant fuzzy sets. Int J Comput Intell Syst 9(2):325\u2013339","journal-title":"Int J Comput Intell Syst"},{"key":"4987_CR3","doi-asserted-by":"publisher","first-page":"394","DOI":"10.2991\/ijcis.2017.10.1.27","volume":"10","author":"JCR Alcantud","year":"2017","unstructured":"Alcantud JCR, Santos-Garc\u00eda G (2017) A new criterion for soft set based decision making problems under incomplete information. Int J Comput Intell Syst 10:394\u2013404","journal-title":"Int J Comput Intell Syst"},{"issue":"6","key":"4987_CR4","doi-asserted-by":"publisher","first-page":"e0218283","DOI":"10.1371\/journal.pone.0218283","volume":"14","author":"JCR Alcantud","year":"2019","unstructured":"Alcantud JCR, Varela G, Santos-Buitrago B, Santos-Garc\u00eda G, Jim\u00e9nez MF (2019) Analysis of survival for lung cancer resections cases with fuzzy and soft set theory in surgical decision making. PLoS One 14(6):e0218283","journal-title":"PLoS One"},{"issue":"4","key":"4987_CR5","doi-asserted-by":"publisher","first-page":"3329","DOI":"10.1016\/j.asoc.2011.01.003","volume":"11","author":"MI Ali","year":"2011","unstructured":"Ali MI (2011) A note on soft sets, rough sets and fuzzy soft sets. Appl Soft Comput 11(4):3329\u20133332","journal-title":"Appl Soft Comput"},{"issue":"6","key":"4987_CR6","doi-asserted-by":"publisher","first-page":"1431","DOI":"10.1109\/TFUZZ.2013.2294182","volume":"22","author":"MI Ali","year":"2014","unstructured":"Ali MI, Shabir M (2014) Logic connectives for soft sets and fuzzy soft sets. IEEE Trans Fuzzy Syst 22(6):1431\u20131442","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"4987_CR7","doi-asserted-by":"publisher","unstructured":"Fan BJ, Tsang ECC, Li WT, Xue XP (2017) Multigranulation soft rough sets. In: 2017 international conference on wavelet analysis and pattern recognition (ICWAPR). https:\/\/doi.org\/10.1109\/ICWAPR.2017.8076653","DOI":"10.1109\/ICWAPR.2017.8076653"},{"key":"4987_CR8","doi-asserted-by":"publisher","first-page":"3829","DOI":"10.1007\/s00500-017-2838-6","volume":"22","author":"F Fatimah","year":"2018","unstructured":"Fatimah F, Rosadi D, Hakim RBF, Alcantud JCR (2018) $$N$$-soft sets and their decision making algorithms. Soft Comput 22:3829\u20133842","journal-title":"Soft Comput"},{"key":"4987_CR9","first-page":"69","volume":"2","author":"F Feng","year":"2011","unstructured":"Feng F (2011) Soft rough sets applied to multicriteria group decision making. Ann Fuzzy Math Inform 2:69\u201380","journal-title":"Ann Fuzzy Math Inform"},{"issue":"9","key":"4987_CR10","doi-asserted-by":"publisher","first-page":"899","DOI":"10.1007\/s00500-009-0465-6","volume":"14","author":"F Feng","year":"2010","unstructured":"Feng F, Li C, Davvaz B, Ali MI (2010) Soft sets combined with fuzzy sets and rough sets: a tentative approach. Soft Comput 14(9):899\u2013911","journal-title":"Soft Comput"},{"issue":"6","key":"4987_CR11","doi-asserted-by":"publisher","first-page":"1125","DOI":"10.1016\/j.ins.2010.11.004","volume":"181","author":"F Feng","year":"2011","unstructured":"Feng F, Liu XY, Leoreanu-Fotea V, Jun YB (2011) Soft sets and soft rough sets. Inform Sci 181(6):1125\u20131137","journal-title":"Inform Sci"},{"key":"4987_CR12","doi-asserted-by":"publisher","first-page":"162","DOI":"10.1016\/j.ejor.2012.01.015","volume":"220","author":"F Feng","year":"2012","unstructured":"Feng F, Li Y, Cagman N (2012) Generalized uni-int decision making schemes based on choice soft sets. Eur J Oper Res 220:162\u2013170","journal-title":"Eur J Oper Res"},{"key":"4987_CR13","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1016\/j.knosys.2014.01.015","volume":"59","author":"B Han","year":"2014","unstructured":"Han B, Li Y, Liu J, Geng S, Li H (2014) Elicitation criterions for restricted intersection of two incomplete soft sets. Knowl Based Syst 59:121\u2013131","journal-title":"Knowl Based Syst"},{"issue":"1","key":"4987_CR14","doi-asserted-by":"publisher","first-page":"186","DOI":"10.1016\/j.knosys.2010.08.005","volume":"24","author":"T Herawan","year":"2011","unstructured":"Herawan T, Deris MM (2011) A soft set approach for association rules mining. Knowl Based Syst 24(1):186\u2013195","journal-title":"Knowl Based Syst"},{"key":"4987_CR15","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-020-04787-x","author":"AM Khalil","year":"2020","unstructured":"Khalil AM, Li S-G, Lin Y, Li H-X, Ma S-G (2020) A new expert system in prediction of lung cancer disease based on fuzzy soft sets. Soft Comput. https:\/\/doi.org\/10.1007\/s00500-020-04787-x","journal-title":"Soft Comput"},{"key":"4987_CR16","doi-asserted-by":"publisher","first-page":"2413","DOI":"10.3233\/JIFS-16373","volume":"32","author":"Q Kong","year":"2017","unstructured":"Kong Q, Wei Z (2017) Further study of multi-granulation fuzzy rough sets. J Intell Fuzzy Syst 32:2413\u20132424","journal-title":"J Intell Fuzzy Syst"},{"key":"4987_CR17","doi-asserted-by":"publisher","first-page":"717","DOI":"10.1007\/s00500-013-1108-5","volume":"18","author":"Z Li","year":"2014","unstructured":"Li Z, Xie T (2014) The relationships among soft sets, soft rough sets and topologies. Soft Comput 18:717\u2013728","journal-title":"Soft Comput"},{"key":"4987_CR18","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1016\/j.asoc.2015.02.027","volume":"31","author":"Z Li","year":"2015","unstructured":"Li Z, Xie N, Wen G (2015) Soft coverings and their parameter reductions. Appl Soft Comput 31:48\u201360","journal-title":"Appl Soft Comput"},{"issue":"21","key":"4987_CR19","doi-asserted-by":"publisher","first-page":"4105","DOI":"10.1016\/j.ins.2008.06.021","volume":"178","author":"GL Liu","year":"2008","unstructured":"Liu GL, Zhu W (2008) The algebraic structures of generalized rough set theory. Inform Sci 178(21):4105\u20134113","journal-title":"Inform Sci"},{"key":"4987_CR20","doi-asserted-by":"publisher","first-page":"3751","DOI":"10.3233\/JIFS-18559","volume":"36","author":"Z Liu","year":"2019","unstructured":"Liu Z, Alcantud JCR, Qin K, Pei Z (2019) The relationship between soft sets and fuzzy sets and its application. J Intell Fuzzy Syst 36:3751\u20133764","journal-title":"J Intell Fuzzy Syst"},{"key":"4987_CR21","doi-asserted-by":"publisher","first-page":"178","DOI":"10.2307\/1905751","volume":"24","author":"RD Luce","year":"1956","unstructured":"Luce RD (1956) Semiorders and a theory of utility discrimination. Econometrica 24:178\u2013191","journal-title":"Econometrica"},{"issue":"8","key":"4987_CR22","doi-asserted-by":"publisher","first-page":"1077","DOI":"10.1016\/S0898-1221(02)00216-X","volume":"44","author":"PK Maji","year":"2002","unstructured":"Maji PK, Roy AR, Biswas R (2002) An application of soft sets in a decision making problem. Comput Math Appl 44(8):1077\u20131083","journal-title":"Comput Math Appl"},{"issue":"4","key":"4987_CR23","doi-asserted-by":"publisher","first-page":"555","DOI":"10.1016\/S0898-1221(03)00016-6","volume":"45","author":"PK Maji","year":"2003","unstructured":"Maji PK, Biswas R, Roy AR (2003) Soft set theory. Comput Math Appl 45(4):555\u2013562","journal-title":"Comput Math Appl"},{"key":"4987_CR24","doi-asserted-by":"publisher","first-page":"1609","DOI":"10.3233\/JIFS-169455","volume":"34","author":"TJ Mathew","year":"2019","unstructured":"Mathew TJ, Sherly E, Alcantud JCR (2019) A multimodal adaptive approach on soft set based diagnostic risk prediction system. J Intell Fuzzy Syst 34:1609\u20131618","journal-title":"J Intell Fuzzy Syst"},{"issue":"4","key":"4987_CR25","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1016\/S0898-1221(99)00056-5","volume":"37","author":"D Molodtsov","year":"1999","unstructured":"Molodtsov D (1999) Soft set theory-first results. Comput Math Appl 37(4):19\u201331","journal-title":"Comput Math Appl"},{"issue":"5","key":"4987_CR26","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1007\/BF01001956","volume":"11","author":"Z Pawlak","year":"1982","unstructured":"Pawlak Z (1982) Rough sets. Int J Comput Inform Sci 11(5):341\u2013356","journal-title":"Int J Comput Inform Sci"},{"key":"4987_CR27","doi-asserted-by":"publisher","first-page":"949","DOI":"10.1016\/j.ins.2009.11.023","volume":"180","author":"Y Qian","year":"2010","unstructured":"Qian Y, Liang J, Yao Y, Dang C (2010) MGRS: a multi-granulation rough set. Inform Sci 180:949\u2013970","journal-title":"Inform Sci"},{"key":"4987_CR28","doi-asserted-by":"publisher","first-page":"31399","DOI":"10.1109\/ACCESS.2018.2841876","volume":"6","author":"N Rehman","year":"2018","unstructured":"Rehman N, Ali A, Ali MI, Park C (2018) SDMGRS: soft dominance based multi granulation rough sets and their applications in conflict analysis problems. IEEE Access 6:31399\u201331416","journal-title":"IEEE Access"},{"issue":"1","key":"4987_CR29","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1016\/j.knosys.2012.11.012","volume":"40","author":"M Shabir","year":"2013","unstructured":"Shabir M, Ali MI, Shaheen T (2013) Another approach to soft rough sets. Knowl Based Syst 40(1):72\u201380","journal-title":"Knowl Based Syst"},{"key":"4987_CR30","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-020-04776-0","author":"T Shaheen","year":"2020","unstructured":"Shaheen T, Ali MI, Shabir M (2020) Generalized hesitant fuzzy rough sets (GHFRS) and their application in risk analysis. Soft Comput. https:\/\/doi.org\/10.1007\/s00500-020-04776-0","journal-title":"Soft Comput"},{"key":"4987_CR31","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1016\/j.knosys.2012.05.019","volume":"36","author":"Y She","year":"2012","unstructured":"She Y, He X (2012) On the structure of the multigranulation rough set model. Knowl Based Syst 36:81\u201392","journal-title":"Knowl Based Syst"},{"key":"4987_CR32","doi-asserted-by":"publisher","first-page":"245","DOI":"10.3233\/FI-1996-272311","volume":"27","author":"A Skowron","year":"1996","unstructured":"Skowron A, Stepaniuk J (1996) Tolerance approximation spaces. Fundam Inform 27:245\u2013253","journal-title":"Fundam Inform"},{"issue":"2","key":"4987_CR33","doi-asserted-by":"publisher","first-page":"331","DOI":"10.1109\/69.842271","volume":"12","author":"R S\u0142owi\u0144ski","year":"2000","unstructured":"S\u0142owi\u0144ski R, Vanderpooten D (2000) A generalized definition of rough approximations based on similarity. IEEE Trans Knowl Data Eng 12(2):331\u2013336","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"1","key":"4987_CR34","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1007\/s10462-011-9298-7","volume":"41","author":"B Sun","year":"2014","unstructured":"Sun B, Ma W (2014) Soft fuzzy rough sets and its application in decision making. Artif Intell Rev 41(1):67\u201380","journal-title":"Artif Intell Rev"},{"key":"4987_CR35","doi-asserted-by":"publisher","first-page":"507","DOI":"10.1111\/exsy.12103","volume":"32","author":"B Sun","year":"2015","unstructured":"Sun B, Ma W, Chen X (2015) Fuzzy rough set on probabilistic approximation space over two universes and its application to emergency decision making. Expert Syst 32:507\u2013521","journal-title":"Expert Syst"},{"key":"4987_CR36","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1016\/j.knosys.2017.01.036","volume":"123","author":"B Sun","year":"2017","unstructured":"Sun B, Ma W, Qian Y (2017a) Multigranulation fuzzy rough set over two universes and its application to decision making. Knowl Based Syst 123:61\u201374","journal-title":"Knowl Based Syst"},{"key":"4987_CR37","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1016\/j.ijar.2016.11.001","volume":"81","author":"B Sun","year":"2017","unstructured":"Sun B, Ma W, Xiao X (2017b) Three-way group decision making based on multigranulation fuzzy decision-theoretic rough set over two universes. Int J Approx Reason 81:87\u2013102","journal-title":"Int J Approx Reason"},{"issue":"20","key":"4987_CR38","doi-asserted-by":"publisher","first-page":"4493","DOI":"10.1016\/j.ins.2007.04.010","volume":"177","author":"X Wang","year":"2007","unstructured":"Wang X, Tsang E, Zhao S, Chen D, Yeung D (2007) Learning fuzzy rules from fuzzy examples based on rough set techniques. Inform Sci 177(20):4493\u20134514","journal-title":"Inform Sci"},{"issue":"16","key":"4987_CR39","doi-asserted-by":"publisher","first-page":"3188","DOI":"10.1016\/j.ins.2008.03.021","volume":"178","author":"X Wang","year":"2008","unstructured":"Wang X, Zhai J, Lu S (2008) Induction of multiple fuzzy decision trees based on rough set technique. Inform Sci 178(16):3188\u20133202","journal-title":"Inform Sci"},{"key":"4987_CR40","doi-asserted-by":"publisher","first-page":"326","DOI":"10.1016\/j.cam.2008.09.033","volume":"228","author":"Z Xiao","year":"2009","unstructured":"Xiao Z, Gong K, Zou Y (2009) A combined forecasting approach based on fuzzy soft sets. J Comput Appl Math 228:326\u2013333","journal-title":"J Comput Appl Math"},{"key":"4987_CR41","doi-asserted-by":"publisher","first-page":"653","DOI":"10.1007\/s10115-012-0496-7","volume":"34","author":"Z Xiao","year":"2013","unstructured":"Xiao Z, Chen W, Li L (2013) A method based on interval-valued fuzzy soft set for multi-attribute group decision-making problems under uncertain environment. Knowl Inf Syst 34:653\u2013669","journal-title":"Knowl Inf Syst"},{"key":"4987_CR42","doi-asserted-by":"publisher","first-page":"1241","DOI":"10.1007\/s00500-012-0979-1","volume":"17","author":"WH Xu","year":"2013","unstructured":"Xu WH, Wang QR, Zhang XT (2013) Multi-granulation rough sets based on tolerance relations. Soft Comput 17:1241\u20131252","journal-title":"Soft Comput"},{"issue":"3","key":"4987_CR43","doi-asserted-by":"publisher","first-page":"1323","DOI":"10.3233\/IFS-130818","volume":"26","author":"WH Xu","year":"2014","unstructured":"Xu WH, Wang Q, Luo S (2014) Multi-granulation fuzzy rough sets. J Intell Fuzzy Syst 26(3):1323\u20131340","journal-title":"J Intell Fuzzy Syst"},{"key":"4987_CR44","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1016\/j.cie.2018.07.013","volume":"124","author":"G-F Yu","year":"2018","unstructured":"Yu G-F, li D-F, Fei W (2018) A novel method for heterogeneous multi-attribute group decision making with preference deviation. Comput Ind Eng 124:58\u201364","journal-title":"Comput Ind Eng"},{"key":"4987_CR45","doi-asserted-by":"publisher","first-page":"209","DOI":"10.2298\/FIL1501209Y","volume":"29","author":"S Yuksel","year":"2015","unstructured":"Yuksel S, Tozlu N, Dizman TH (2015) An application of multicriteria group decision making by soft covering based rough sets. Filomat 29:209\u2013219","journal-title":"Filomat"},{"key":"4987_CR46","doi-asserted-by":"crossref","unstructured":"Yuksel S, Ergul ZG, Tozlu N (2014) Soft covering based rough sets and their application. Sci World J Article 970893, 9 p","DOI":"10.1155\/2014\/970893"},{"key":"4987_CR47","doi-asserted-by":"publisher","first-page":"2381","DOI":"10.1007\/s10462-018-9617-3","volume":"52","author":"J Zhan","year":"2019","unstructured":"Zhan J, Alcantud JCR (2019a) A novel type of soft rough covering and its application to multicriteria group decision making. Artif Intell Rev 52:2381\u20132410","journal-title":"Artif Intell Rev"},{"key":"4987_CR48","doi-asserted-by":"publisher","first-page":"1839","DOI":"10.1007\/s10462-017-9592-0","volume":"52","author":"J Zhan","year":"2019","unstructured":"Zhan J, Alcantud JCR (2019b) A survey of parameter reduction of soft sets and corresponding algorithms. Artif Intell Rev 52:1839\u20131872","journal-title":"Artif Intell Rev"},{"key":"4987_CR49","doi-asserted-by":"publisher","first-page":"1923","DOI":"10.1007\/s00500-016-2119-9","volume":"21","author":"J Zhan","year":"2017","unstructured":"Zhan J, Zhu K (2017) A novel soft rough fuzzy set: $$Z$$-soft rough fuzzy ideals of hemirings and corresponding decision making. Soft Comput 21:1923\u20131936","journal-title":"Soft Comput"},{"key":"4987_CR50","doi-asserted-by":"publisher","first-page":"1687","DOI":"10.3233\/IFS-141455","volume":"28","author":"J Zhan","year":"2015","unstructured":"Zhan J, Liu Q, Davvaz B (2015) A new rough set theory: rough soft hemirings. J Intell Fuzzy Syst 28:1687\u20131697","journal-title":"J Intell Fuzzy Syst"},{"key":"4987_CR51","doi-asserted-by":"publisher","first-page":"446","DOI":"10.1016\/j.asoc.2017.03.038","volume":"56","author":"J Zhan","year":"2017","unstructured":"Zhan J, Ali MI, Mehmood N (2017a) On a novel uncertain soft set model: $$Z$$-soft fuzzy rough set model and corresponding decision making methods. Appl Soft Comput 56:446\u2013457","journal-title":"Appl Soft Comput"},{"key":"4987_CR52","doi-asserted-by":"publisher","first-page":"393","DOI":"10.1016\/j.asoc.2016.09.012","volume":"54","author":"J Zhan","year":"2017","unstructured":"Zhan J, Liu Q, Herawan T (2017b) A novel soft rough set: soft rough hemirings and corresponding multicriteria group decision making. Appl Soft Comput 54:393\u2013402","journal-title":"Appl Soft Comput"},{"key":"4987_CR53","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1016\/j.knosys.2015.09.036","volume":"91","author":"XH Zhang","year":"2016","unstructured":"Zhang XH, Miao D, Liu C, Le M (2016) Constructive methods of rough approximation operators and multigranulation rough sets. Knowl Based Syst 91:114\u2013125","journal-title":"Knowl Based Syst"},{"key":"4987_CR54","doi-asserted-by":"publisher","first-page":"2080","DOI":"10.1109\/TSMC.2017.2694429","volume":"48","author":"H Zhang","year":"2018","unstructured":"Zhang H, Dong Y, Chen X (2018) The 2-rank consensus reaching model in the multigranular linguistic multiple attribute group decision making. IEEE Trans Syst Man Cybern Syst 48:2080\u20132094","journal-title":"IEEE Trans Syst Man Cybern Syst"},{"key":"4987_CR55","doi-asserted-by":"publisher","first-page":"13085","DOI":"10.1007\/s00500-019-03853-3","volume":"23","author":"H Zhang","year":"2019","unstructured":"Zhang H, Zhan J, He Y (2019) Multi-granulation hesitant fuzzy rough sets and corresponding applications. Soft Comput 23:13085\u201313103","journal-title":"Soft Comput"},{"issue":"22","key":"4987_CR56","doi-asserted-by":"publisher","first-page":"4997","DOI":"10.1016\/j.ins.2007.05.037","volume":"177","author":"W Zhu","year":"2007","unstructured":"Zhu W (2007) Generalized rough sets based on relations. Inform Sci 177(22):4997\u20135011","journal-title":"Inform Sci"},{"issue":"3","key":"4987_CR57","doi-asserted-by":"publisher","first-page":"210","DOI":"10.1016\/j.ins.2008.09.015","volume":"179","author":"W Zhu","year":"2009","unstructured":"Zhu W (2009) Relationship between generalized rough sets based on binary relation and covering. Inform Sci 179(3):210\u2013225","journal-title":"Inform Sci"},{"issue":"8","key":"4987_CR58","doi-asserted-by":"publisher","first-page":"941","DOI":"10.1016\/j.knosys.2008.04.004","volume":"21","author":"Y Zou","year":"2008","unstructured":"Zou Y, Xiao Z (2008) Data analysis approaches of soft sets under incomplete information. Knowl Based Syst 21(8):941\u2013945","journal-title":"Knowl Based Syst"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-020-04987-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00500-020-04987-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-020-04987-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,15]],"date-time":"2021-05-15T23:22:23Z","timestamp":1621120943000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00500-020-04987-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,5,16]]},"references-count":58,"journal-issue":{"issue":"13","published-print":{"date-parts":[[2020,7]]}},"alternative-id":["4987"],"URL":"https:\/\/doi.org\/10.1007\/s00500-020-04987-5","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"value":"1432-7643","type":"print"},{"value":"1433-7479","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,5,16]]},"assertion":[{"value":"16 May 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"This article does not contain any studies with human participants or animals performed by the authors.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Human and animal participants"}},{"value":"It is submitted with the consent of all the authors.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Informed consent"}}]}}