{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T18:17:53Z","timestamp":1775585873130,"version":"3.50.1"},"reference-count":60,"publisher":"Springer Science and Business Media LLC","issue":"14","license":[{"start":{"date-parts":[[2018,8,22]],"date-time":"2018-08-22T00:00:00Z","timestamp":1534896000000},"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":["Soft Comput"],"published-print":{"date-parts":[[2019,7]]},"DOI":"10.1007\/s00500-018-3470-9","type":"journal-article","created":{"date-parts":[[2018,8,22]],"date-time":"2018-08-22T15:07:58Z","timestamp":1534950478000},"page":"5327-5351","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":56,"title":["Novel classes of fuzzy soft \n                \n                  \n                \n                $$\\beta $$\n                \n                  \n                    \u03b2\n                  \n                \n              -coverings-based fuzzy rough sets with applications to multi-criteria fuzzy group decision making"],"prefix":"10.1007","volume":"23","author":[{"given":"Li","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianming","family":"Zhan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jos\u00e9 Carlos R.","family":"Alcantud","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,8,22]]},"reference":[{"key":"3470_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"},{"key":"3470_CR2","doi-asserted-by":"publisher","first-page":"142","DOI":"10.1016\/j.inffus.2015.08.007","volume":"29","author":"JCR Alcantud","year":"2016","unstructured":"Alcantud JCR (2016a) A novel algorithm for fuzzy soft set based decision making from multiobserver input parameter data set. Inform Fusion 29:142\u2013148","journal-title":"Inform Fusion"},{"key":"3470_CR3","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1016\/j.ijar.2015.10.004","volume":"68","author":"JCR Alcantud","year":"2016","unstructured":"Alcantud JCR (2016b) Some formal relationships among soft sets, fuzzy sets and their extensions. Int J Approx Reason 68:45\u201353","journal-title":"Int J Approx Reason"},{"key":"3470_CR4","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 11:3329\u20133332","journal-title":"Appl Soft Comput"},{"key":"3470_CR5","doi-asserted-by":"publisher","first-page":"1525","DOI":"10.1007\/s13042-016-0525-z","volume":"8","author":"MI Ali","year":"2017","unstructured":"Ali MI, Shabir M, Feng F (2017) Representation of graphs based on neighborhoods and soft sets. Int J Mach Learn Cybern 8:1525\u20131535","journal-title":"Int J Mach Learn Cybern"},{"key":"3470_CR6","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1016\/S0020-0255(97)10046-9","volume":"107","author":"Z Bonikowski","year":"1998","unstructured":"Bonikowski Z, Bryniarski E, Wybraniec-Skardowska U (1998) Extensions and intentions in the rough set theory. Inform Sci 107:149\u2013167","journal-title":"Inform Sci"},{"key":"3470_CR7","doi-asserted-by":"crossref","unstructured":"Dai JH, Hu H, Wu WZ, Qian YH, Huang DB (2007a) Maximal discernibility pairs based approach to attribute reduction in fuzzy rough sets. IEEE Tran Fuzzy Syst. \n                    https:\/\/doi.org\/10.1109\/TFUZZ.2017.2768044","DOI":"10.1109\/TFUZZ.2017.2768044"},{"key":"3470_CR8","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1016\/j.knosys.2017.09.009","volume":"136","author":"JH Dai","year":"2017","unstructured":"Dai JH, Wei BJ, Zhang XH, Zhang QH (2017b) Uncertainty measurement for incomplete interval-valued information systems based on \n                    \n                      \n                    \n                    $$\\alpha $$\n                    \n                      \n                        \u03b1\n                      \n                    \n                  -weak similarity. Knowl Based Syst 136:159\u2013171","journal-title":"Knowl Based Syst"},{"key":"3470_CR9","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.fss.2017.06.010","volume":"336","author":"L D\u2019eer","year":"2018","unstructured":"D\u2019eer L, Cornelis C (2018) A comprehensive study of fuzzy covering-based rough set models: definitions, properties and interrelationships. Fuzzy Sets Syst 336:1\u201326","journal-title":"Fuzzy Sets Syst"},{"key":"3470_CR10","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1016\/j.fss.2016.04.003","volume":"312","author":"L D\u2019eer","year":"2017","unstructured":"D\u2019eer L, Cornelis C, Godo L (2017) Fuzzy neighborhood operators based on fuzzy coverings. Fuzzy Sets Syst 312:17\u201335","journal-title":"Fuzzy Sets Syst"},{"key":"3470_CR11","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1016\/j.ijar.2016.06.013","volume":"78","author":"L D\u2019eer","year":"2016","unstructured":"D\u2019eer L, Cornelis C, Yao Y (2016a) A semantically sound approach to Pawlak rough sets and covering based rough sets. Int J Approx Reason 78:62\u201372","journal-title":"Int J Approx Reason"},{"key":"3470_CR12","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1016\/j.ins.2015.12.007","volume":"336","author":"L D\u2019eer","year":"2016","unstructured":"D\u2019eer L, Restrepo M, Cornelis C, Jonatan G (2016b) Neighborhood operators for covering based rough sets. Inform Sci 336:21\u201344","journal-title":"Inform Sci"},{"key":"3470_CR13","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1080\/03081079008935107","volume":"17","author":"D Dubois","year":"1990","unstructured":"Dubois D, Prade H (1990) Rough fuzzy sets and fuzzy rough sets. Int J Gen Syst 17:191\u2013209","journal-title":"Int J Gen Syst"},{"key":"3470_CR14","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 14:899\u2013911","journal-title":"Soft Comput"},{"key":"3470_CR15","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 X, Leoreanu-Fotea V, Jun YB (2011) Soft sets and soft rough sets. Inform Sci 181:1125\u20131137","journal-title":"Inform Sci"},{"key":"3470_CR16","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1016\/j.ijar.2011.10.002","volume":"53","author":"T Feng","year":"2012","unstructured":"Feng T, Zhang SP, Mi JS (2012) The reduction and fusion of fuzzy covering systems based on the evidence theory. Int J Approx Reason 53:87\u2013103","journal-title":"Int J Approx Reason"},{"key":"3470_CR17","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1016\/j.fss.2011.03.009","volume":"178","author":"J Hao","year":"2011","unstructured":"Hao J, Li QG (2011) The relationship between \n                    \n                      \n                    \n                    $$L$$\n                    \n                      \n                        L\n                      \n                    \n                  -fuzzy rough set and \n                    \n                      \n                    \n                    $$L$$\n                    \n                      \n                        L\n                      \n                    \n                  -topology. Fuzzy Set Syst 178:74\u201383","journal-title":"Fuzzy Set Syst"},{"key":"3470_CR18","first-page":"554","volume":"16","author":"BQ Hu","year":"2014","unstructured":"Hu BQ, Wong H (2014) Generalized interval-valued fuzzy variable precision rough sets. Int J Fuzzy Syst 16:554\u2013565","journal-title":"Int J Fuzzy Syst"},{"key":"3470_CR19","volume-title":"Fuzzy sets and fuzzy logic, theory and applications","author":"G Klir","year":"1995","unstructured":"Klir G, Yuan B (1995) Fuzzy sets and fuzzy logic, theory and applications. Prentice Hall, Upper Saddle River"},{"key":"3470_CR20","unstructured":"Li TJ, Ma JM (2007) Fuzzy approximation operators based on coverings. In: Proceedings of joint rough set symposium, pp 55\u201362"},{"key":"3470_CR21","doi-asserted-by":"publisher","first-page":"836","DOI":"10.1016\/j.ijar.2008.01.006","volume":"48","author":"TJ Li","year":"2008","unstructured":"Li TJ, Leung Y, Zhang WX (2008) Generalized fuzzy rough approximation operators based on fuzzy coverings. Int J Approx Reason. 48:836\u2013856","journal-title":"Int J Approx Reason."},{"key":"3470_CR22","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"},{"key":"3470_CR23","first-page":"59","volume":"294","author":"L Ma","year":"2006","unstructured":"Ma L (2006) Two fuzzy covering rough set models and their generalizations over fuzzy lattices. Fuzzy Set Syst 294:59\u201370","journal-title":"Fuzzy Set Syst"},{"key":"3470_CR24","doi-asserted-by":"publisher","first-page":"901","DOI":"10.1016\/j.ijar.2012.03.004","volume":"53","author":"L Ma","year":"2012","unstructured":"Ma L (2012) On some types of neighborhood-related covering rough sets. Int J Approx Reason 53:901\u2013911","journal-title":"Int J Approx Reason"},{"key":"3470_CR25","doi-asserted-by":"publisher","first-page":"194","DOI":"10.1016\/j.ins.2012.06.029","volume":"218","author":"ZM Ma","year":"2013","unstructured":"Ma ZM, Hu BQ (2013) Topological and lattice structures of \n                    \n                      \n                    \n                    $$L$$\n                    \n                      \n                        L\n                      \n                    \n                  -fuzzy rough sets determined by lower and upper sets. Inform Sci 218:194\u2013204","journal-title":"Inform Sci"},{"key":"3470_CR26","doi-asserted-by":"publisher","first-page":"507","DOI":"10.1007\/s10462-016-9490-x","volume":"47","author":"X Ma","year":"2017","unstructured":"Ma X, Liu Q, Zhan J (2017) A survey of decision making methods based on certain hybrid soft set models. Artif Intell Rev 47:507\u2013530","journal-title":"Artif Intell Rev"},{"key":"3470_CR27","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 44:1077\u20131083","journal-title":"Comput Math Appl"},{"key":"3470_CR28","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1016\/j.ins.2003.08.017","volume":"160","author":"JS Mi","year":"2004","unstructured":"Mi JS, Zhang WX (2004) An axiomatic characterization of fuzzy generalization of rough sets. Inform Sci 160:235\u2013249","journal-title":"Inform Sci"},{"key":"3470_CR29","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 37:19\u201331","journal-title":"Comput Math Appl"},{"key":"3470_CR30","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 11:341\u2013356","journal-title":"Int J Comput Inform Sci"},{"key":"3470_CR31","first-page":"653","volume":"35","author":"JA Pomykala","year":"1987","unstructured":"Pomykala JA (1987) Approximation operations in approximation space. Bull Pol Acad Sci 35:653\u2013662","journal-title":"Bull Pol Acad Sci"},{"key":"3470_CR32","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 40:72\u201380","journal-title":"Knowl Based Syst"},{"key":"3470_CR33","doi-asserted-by":"publisher","first-page":"285","DOI":"10.1016\/j.asoc.2017.03.033","volume":"58","author":"B Sun","year":"2017","unstructured":"Sun B, Ma W, Li X (2017) Linguistic value soft set-based approach to multiple criteria group decision-making. Appl Soft Comput 58:285\u2013296","journal-title":"Appl Soft Comput"},{"key":"3470_CR34","doi-asserted-by":"publisher","first-page":"33","DOI":"10.14445\/22315373\/IJMTT-V29P506","volume":"29","author":"N Tozlu","year":"2016","unstructured":"Tozlu N, Y\u00fcksel \u015e, Simsekler TH (2016) A topological approach to soft covering approximation space. Int J Math Trends Tech 29:33\u201338","journal-title":"Int J Math Trends Tech"},{"key":"3470_CR35","doi-asserted-by":"publisher","first-page":"279","DOI":"10.1016\/j.camwa.2006.12.104","volume":"56","author":"ECC Tsang","year":"2008","unstructured":"Tsang ECC, Chen D, Yeung D (2008) Approximations and reducts with covering generalized rough sets. Comput Math Appl 56:279\u2013289","journal-title":"Comput Math Appl"},{"key":"3470_CR36","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1016\/j.ins.2012.06.010","volume":"216","author":"C Wang","year":"2012","unstructured":"Wang C, Chen D, Sun B, Hu Q (2012) Communication between information systems with covering based rough sets. Inform Sci 216:17\u201333","journal-title":"Inform Sci"},{"issue":"1","key":"3470_CR37","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1615\/Int.J.UncertaintyQuantification.2017021012","volume":"8","author":"Q Wang","year":"2018","unstructured":"Wang Q, Zhan J, Ali MI, Mehmood N (2018) A study on Z-soft rough fuzzy semigroups and its decision-makings. Int J Uncertain Quan 8(1):1\u201322","journal-title":"Int J Uncertain Quan"},{"key":"3470_CR38","doi-asserted-by":"publisher","first-page":"2443","DOI":"10.1016\/j.fss.2007.03.018","volume":"158","author":"W Xu","year":"2007","unstructured":"Xu W, Zhang W (2007) Measuring roughness of generalized rough sets induced by a covering. Fuzzy Set Syst 158:2443\u20132455","journal-title":"Fuzzy Set Syst"},{"key":"3470_CR39","doi-asserted-by":"publisher","first-page":"463","DOI":"10.1016\/j.ins.2016.05.053","volume":"367","author":"B Yang","year":"2016","unstructured":"Yang B, Hu B (2016) A fuzzy covering-based rough set model and its generalization over fuzzy lattice. Inform Sci 367:463\u2013486","journal-title":"Inform Sci"},{"key":"3470_CR40","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1016\/j.fss.2016.10.009","volume":"312","author":"B Yang","year":"2017","unstructured":"Yang B, Hu B (2017) On some types of fuzzy covering-based rough sets. Fuzzy Set Syst 312:36\u201365","journal-title":"Fuzzy Set Syst"},{"key":"3470_CR41","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1016\/S0020-0255(98)10006-3","volume":"101","author":"YY Yao","year":"1998","unstructured":"Yao YY (1998) Relational interpretations of neighborhood operators and rough set approximation operators. Inform Sci 101:239\u2013259","journal-title":"Inform Sci"},{"key":"3470_CR42","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1016\/j.ins.2012.02.065","volume":"200","author":"YY Yao","year":"2012","unstructured":"Yao YY, Yao B (2012) Covering based rough sets approximations. Inform Sci 200:91\u2013107","journal-title":"Inform Sci"},{"key":"3470_CR43","doi-asserted-by":"crossref","unstructured":"Y\u00fcksel \u015e, Ergl\u00fc ZG, Tozlu N(2014) Soft covering based rough sets and their application. Sci World J Article 970893","DOI":"10.1155\/2014\/970893"},{"key":"3470_CR44","doi-asserted-by":"publisher","first-page":"209","DOI":"10.2298\/FIL1501209Y","volume":"29","author":"\u015e Y\u00fcksel","year":"2015","unstructured":"Y\u00fcksel \u015e, 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":"3470_CR45","first-page":"761","volume":"16","author":"W Zakowski","year":"1983","unstructured":"Zakowski W (1983) Approximations in the \n                    \n                      \n                    \n                    $$(U,\\Pi )$$\n                    \n                      \n                        \n                          (\n                          U\n                          ,\n                          \u03a0\n                          )\n                        \n                      \n                    \n                  -space. Demonstr Math 16:761\u2013769","journal-title":"Demonstr Math"},{"key":"3470_CR46","doi-asserted-by":"crossref","unstructured":"Zhan J, Alcantud JCR (2018a) A novel type of soft rough covering and its application to multicriteria group decision making. Artif Intell Rev. \n                    https:\/\/doi.org\/10.1007\/s10462-018-9617-3","DOI":"10.1007\/s10462-018-9617-3"},{"key":"3470_CR47","doi-asserted-by":"crossref","unstructured":"Zhan J, Alcantud JCR (2018b) A survey of parameter reduction of soft sets and corresponding algorithms. Artif Intell Rev. \n                    https:\/\/doi.org\/10.1007\/s10462-017-9592-0","DOI":"10.1007\/s10462-017-9592-0"},{"key":"3470_CR48","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-018-0785-x","author":"J Zhan","year":"2018","unstructured":"Zhan J, Wang Q (2018) Certain types of soft coverings based rough sets with applications. Int J Mach Learn Cybern. \n                    https:\/\/doi.org\/10.1007\/s13042-018-0785-x","journal-title":"Int J Mach Learn Cybern"},{"key":"3470_CR49","doi-asserted-by":"publisher","first-page":"1169","DOI":"10.3233\/IFS-151732","volume":"29","author":"J Zhan","year":"2015","unstructured":"Zhan J, Zhu K (2015) Reviews on decision making methods based on (fuzzy) soft sets and rough soft sets. J Intell Fuzzy Syst 29:1169\u20131176","journal-title":"J Intell Fuzzy Syst"},{"key":"3470_CR50","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":"3470_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":"3470_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":"3470_CR53","doi-asserted-by":"publisher","first-page":"1767","DOI":"10.3233\/JIFS-17006","volume":"33","author":"XH Zhang","year":"2017","unstructured":"Zhang XH (2017) Fuzzy anti-grouped filters and fuzzy normal filters in pseudo-BCI algebras. J Intell Fuzzy Syst 33:1767\u20131774","journal-title":"J Intell Fuzzy Syst"},{"key":"3470_CR54","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-018-0828-3","author":"L Zhang","year":"2018","unstructured":"Zhang L, Zhan J (2018) Fuzzy soft \n                    \n                      \n                    \n                    $$\\beta $$\n                    \n                      \n                        \u03b2\n                      \n                    \n                  -covering based fuzzy rough sets and corresponding decision-making applications. Int J Mach Learn Cybern. \n                    https:\/\/doi.org\/10.1007\/s13042-018-0828-3","journal-title":"Int J Mach Learn Cybern"},{"key":"3470_CR55","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":"3470_CR56","doi-asserted-by":"publisher","first-page":"559","DOI":"10.3233\/JIFS-17777","volume":"34","author":"XH Zhang","year":"2018","unstructured":"Zhang XH, Park C, Wu SP (2018) Soft set theoretical approach to pseudo-BCI algebras. J Intell Fuzzy Syst 34:559\u2013568","journal-title":"J Intell Fuzzy Syst"},{"key":"3470_CR57","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 (2007a) Generalized rough sets based on relations. Inform Sci 177:4997\u20135011","journal-title":"Inform Sci"},{"key":"3470_CR58","doi-asserted-by":"publisher","first-page":"1499","DOI":"10.1016\/j.ins.2006.06.009","volume":"177","author":"W Zhu","year":"2007","unstructured":"Zhu W (2007b) Topological approaches to covering rough sets. Inform Sci 177:1499\u20131508","journal-title":"Inform Sci"},{"key":"3470_CR59","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1016\/S0020-0255(03)00056-2","volume":"152","author":"W Zhu","year":"2003","unstructured":"Zhu W, Wang F (2003) Reduction and axiomization of covering generalized rough sets. Inform Sci 152:217\u2013230","journal-title":"Inform Sci"},{"key":"3470_CR60","doi-asserted-by":"publisher","first-page":"1131","DOI":"10.1109\/TKDE.2007.1044","volume":"19","author":"W Zhu","year":"2007","unstructured":"Zhu W, Wang F (2007) On three types of covering-based rough sets. IEEE Trans Knowl Data Eng 19:1131\u20131144","journal-title":"IEEE Trans Knowl Data Eng"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-018-3470-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00500-018-3470-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-018-3470-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,21]],"date-time":"2019-08-21T23:21:27Z","timestamp":1566429687000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00500-018-3470-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,8,22]]},"references-count":60,"journal-issue":{"issue":"14","published-print":{"date-parts":[[2019,7]]}},"alternative-id":["3470"],"URL":"https:\/\/doi.org\/10.1007\/s00500-018-3470-9","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"value":"1432-7643","type":"print"},{"value":"1433-7479","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,8,22]]},"assertion":[{"value":"22 August 2018","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":"All authors declare that there is no conflict of interest regarding the publication of this manuscript.","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 any of the authors.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}}]}}