{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T18:17:54Z","timestamp":1775585874666,"version":"3.50.1"},"reference-count":68,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2018,12,13]],"date-time":"2018-12-13T00:00:00Z","timestamp":1544659200000},"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":["Artif Intell Rev"],"published-print":{"date-parts":[[2020,1]]},"DOI":"10.1007\/s10462-018-9674-7","type":"journal-article","created":{"date-parts":[[2018,12,13]],"date-time":"2018-12-13T10:42:47Z","timestamp":1544697767000},"page":"671-701","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":59,"title":["Covering-based intuitionistic fuzzy rough sets and applications in multi-attribute decision-making"],"prefix":"10.1007","volume":"53","author":[{"given":"Jianming","family":"Zhan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bingzhen","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,12,13]]},"reference":[{"key":"9674_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":"9674_CR2","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1016\/j.inffus.2017.08.005","volume":"41","author":"JCR Alcantud","year":"2018","unstructured":"Alcantud JCR, Torra V (2018) Decomposition theorems and extension principles for hesitant fuzzy sets. Inf Fusion 41:48\u201356","journal-title":"Inf Fusion"},{"key":"9674_CR3","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1016\/S0165-0114(86)80034-3","volume":"20","author":"KT Atanassov","year":"1986","unstructured":"Atanassov KT (1986) Intuitionistic fuzzy sets. Fuzzy Set Syst 20:87\u201396","journal-title":"Fuzzy Set Syst"},{"key":"9674_CR4","doi-asserted-by":"publisher","first-page":"859","DOI":"10.1080\/00207720500382365","volume":"36","author":"KT Atanassov","year":"2015","unstructured":"Atanassov KT, Pasi G, Yager RR (2015) Intuitionistic fuzzy interpretations of multi-criteria multi-person and multi-measurement tool decision-making. Int J Syst Sci 36:859\u2013868","journal-title":"Int J Syst Sci"},{"key":"9674_CR5","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 rough set theory. Inf Sci 107:149\u2013167","journal-title":"Inf Sci"},{"key":"9674_CR6","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/S0165-0114(97)00377-1","volume":"114","author":"CT Chen","year":"2000","unstructured":"Chen CT (2000) Extensions of the TOPSIS for group decision-making under fuzzy environment. Fuzzy Set Syst 114:1\u20139","journal-title":"Fuzzy Set Syst"},{"key":"9674_CR7","doi-asserted-by":"publisher","first-page":"908","DOI":"10.1016\/j.ijar.2013.10.003","volume":"55","author":"DG Chen","year":"2014","unstructured":"Chen DG, Li W, Zhang X, Kwong S (2014) Evidence-theory-based numerical algorithms of attribute reduction with neighborhood-covering rough sets. Int J Approx Reason 55:908\u2013923","journal-title":"Int J Approx Reason"},{"key":"9674_CR8","doi-asserted-by":"publisher","first-page":"329","DOI":"10.1016\/j.ins.2015.04.051","volume":"317","author":"DG Chen","year":"2015","unstructured":"Chen DG, Zhang X, Li W (2015) On measurements of covering rough sets based on granules and evidence theory. Inf Sci 317:329\u2013348","journal-title":"Inf Sci"},{"key":"9674_CR9","doi-asserted-by":"publisher","first-page":"3652","DOI":"10.1016\/j.ins.2011.04.030","volume":"181","author":"TY Chen","year":"2011","unstructured":"Chen TY (2011) A comparative analysis of score functions for multiple criteria decision-making in intuitionistic fuzzy settings. Inf Sci 181:3652\u20133676","journal-title":"Inf Sci"},{"issue":"5","key":"9674_CR10","doi-asserted-by":"publisher","first-page":"260","DOI":"10.1111\/1468-0394.00250","volume":"20","author":"C Cornelis","year":"2003","unstructured":"Cornelis C, Cock MD, Kerre EE (2003) Intuitionistic fuzzy rough sets: at the crossroads of imperfect knowledge. Expert Syst 20(5):260\u2013270","journal-title":"Expert Syst"},{"issue":"4","key":"9674_CR11","doi-asserted-by":"publisher","first-page":"2174","DOI":"10.1109\/TFUZZ.2017.2768044","volume":"26","author":"JH Dai","year":"2018","unstructured":"Dai JH, Hu H, Wu WZ, Qian YH, Huang DB (2018) Maximal discernibility pairs based approach to attribute reduction in fuzzy rough sets. IEEE Trans Fuzzy Syst 26(4):2174\u20132187","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"9674_CR12","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 (2017) Uncertainty measurement for incomplete interval-valued information systems based on \n$$\\alpha $$\n\n\n\n\u03b1\n\n\n\n-weak similarity. Knowl Based Syst 136:159\u2013171","journal-title":"Knowl Based Syst"},{"key":"9674_CR13","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":"9674_CR14","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, Restrepro M, Cornelis C, Gomez J (2016) Neighborhood operators for coverings based rough sets. Inf Sci 336:21\u201344","journal-title":"Inf Sci"},{"key":"9674_CR15","doi-asserted-by":"publisher","first-page":"2308","DOI":"10.1016\/j.ins.2006.11.013","volume":"177","author":"T Deng","year":"2007","unstructured":"Deng T, Chen Y, Xu W, Dai Q (2007) A novel approach to fuzzy rough sets based on a fuzzy covering. Inf Sci 177:2308\u20132326","journal-title":"Inf Sci"},{"key":"9674_CR16","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":"9674_CR17","doi-asserted-by":"publisher","first-page":"849","DOI":"10.1080\/03081079.2015.1028540","volume":"44","author":"BQ Hu","year":"2015","unstructured":"Hu BQ (2015) Generalized interval-valued fuzzy variable precision rough sets determined by fuzzy logical operators. Int J Gen Syst 44:849\u2013875","journal-title":"Int J Gen Syst"},{"key":"9674_CR18","doi-asserted-by":"publisher","first-page":"352","DOI":"10.1080\/03081079.2015.1086580","volume":"45","author":"J Hu","year":"2016","unstructured":"Hu J, Pedrycz W, Wang G (2016) A roughness measure of fuzzy sets from the perspective of distance. Int J Gen Syst 45:352\u2013367","journal-title":"Int J Gen Syst"},{"key":"9674_CR19","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1016\/j.ins.2014.02.064","volume":"277","author":"B Huang","year":"2014","unstructured":"Huang B, Guo C, Zhang Y, Li H, Zhou X (2014) Intuitionistic fuzzy multigranulation rough sets. Inf Sci 277:299\u2013320","journal-title":"Inf Sci"},{"key":"9674_CR20","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1016\/j.knosys.2016.06.006","volume":"107","author":"B Huang","year":"2016","unstructured":"Huang B, Guo C, Zhang Y, Li H, Zhou X (2016) An intuitionistic fuzzy graded covering rough sets. Knowl Based Syst 107:155\u2013178","journal-title":"Knowl Based Syst"},{"key":"9674_CR21","volume-title":"Multiple attibute decision methods and applications","author":"CL Hwang","year":"1981","unstructured":"Hwang CL, Yoon KS (1981) Multiple attibute decision methods and applications. Springer, Berlin"},{"key":"9674_CR22","doi-asserted-by":"publisher","first-page":"332","DOI":"10.1080\/03081079.2017.1308360","volume":"46","author":"LQ Li","year":"2017","unstructured":"Li LQ, Jin Q, Hu K, Zhao FF (2017) The axiomatic characterizations on L-fuzzy covering-based approximation operators. Int J Gen Syst 46:332\u2013353","journal-title":"Int J Gen Syst"},{"key":"9674_CR23","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 covering. Int J Approx Reason 48:836\u2013856","journal-title":"Int J Approx Reason"},{"key":"9674_CR24","doi-asserted-by":"publisher","first-page":"521","DOI":"10.1016\/j.ijar.2008.11.001","volume":"50","author":"GL Liu","year":"2009","unstructured":"Liu GL, Sai Y (2009) A comparison of two types of rough sets induced by coverings. Int J Approx Reason 50:521\u2013528","journal-title":"Int J Approx Reason"},{"key":"9674_CR25","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"},{"key":"9674_CR26","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":"9674_CR27","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1016\/j.ijar.2014.08.003","volume":"56","author":"L Ma","year":"2015","unstructured":"Ma L (2015) Some twin approximation operators on covering approximation spaces. Int J Approx Reason 56:59\u201370","journal-title":"Int J Approx Reason"},{"key":"9674_CR28","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.fss.2015.05.002","volume":"294","author":"L Ma","year":"2016","unstructured":"Ma L (2016) Two fuzzy coverings rough set models and their generalizations over fuzzy lattices. Fuzzy Sets Syst 294:1\u201317","journal-title":"Fuzzy Sets Syst"},{"issue":"8","key":"9674_CR29","doi-asserted-by":"publisher","first-page":"4126","DOI":"10.1016\/j.eswa.2015.01.003","volume":"42","author":"A Mardani","year":"2015","unstructured":"Mardani A, Jusoh A, Zavadskas EK (2015) Fuzzy multiple criteria decision-making techniques and applications\u2014two decades review from 1994 to 2014. Expert Syst Appl 42(8):4126\u20134148","journal-title":"Expert Syst Appl"},{"issue":"5","key":"9674_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 Inf Sci 11(5):341\u2013356","journal-title":"Int J Comput Inf Sci"},{"key":"9674_CR31","first-page":"653","volume":"35","author":"JA Pomykala","year":"1987","unstructured":"Pomykala JA (1987) Approximation operations in approximation spaces. Bull Pol Acad Sci Math 35:653\u2013662","journal-title":"Bull Pol Acad Sci Math"},{"key":"9674_CR32","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1016\/j.ins.2014.02.005","volume":"277","author":"Y She","year":"2014","unstructured":"She Y, He X (2014) Rough approximation operators on \n$$R_0$$\n\n\n\n\nR\n0\n\n\n\n\n-algebras (nilpotent minimum algebras) with an application in formal logic \n$$L^*$$\n\n\n\n\nL\n\u2217\n\n\n\n\n. Inf Sci 277:71\u201389","journal-title":"Inf Sci"},{"key":"9674_CR33","doi-asserted-by":"publisher","first-page":"270","DOI":"10.1016\/j.ijar.2016.12.006","volume":"82","author":"Y She","year":"2017","unstructured":"She Y, He X, Shi H, Qian Y (2017) A multiple-valued logic approach for multigranulation rough set model. Int J Approx Reason 82:270\u2013284","journal-title":"Int J Approx Reason"},{"key":"9674_CR34","doi-asserted-by":"publisher","first-page":"398","DOI":"10.1016\/j.knosys.2015.07.020","volume":"89","author":"Y She","year":"2015","unstructured":"She Y, Li J, Yang H (2015) A local approach to rule induction in multi-scale decision tables. Knowl Based Syst 89:398\u2013410","journal-title":"Knowl Based Syst"},{"issue":"4","key":"9674_CR35","doi-asserted-by":"publisher","first-page":"1798","DOI":"10.1016\/j.apm.2010.10.010","volume":"35","author":"BZ Sun","year":"2011","unstructured":"Sun BZ, Ma W (2011) Fuzzy rough set model on two different universes and its application. Appl Math Model 35(4):1798\u20131809","journal-title":"Appl Math Model"},{"issue":"1","key":"9674_CR36","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1007\/s10462-011-9298-7","volume":"41","author":"BZ Sun","year":"2014","unstructured":"Sun BZ, 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"},{"issue":"3","key":"9674_CR37","first-page":"1","volume":"45","author":"BZ Sun","year":"2016","unstructured":"Sun BZ, Ma W (2016) An approach to evaluation of emergency plans for unconventional emergency events based on soft fuzzy rough set. Kybernetes 45(3):1\u201326","journal-title":"Kybernetes"},{"key":"9674_CR38","doi-asserted-by":"publisher","first-page":"1079","DOI":"10.1057\/jors.2012.75","volume":"64","author":"BZ Sun","year":"2013","unstructured":"Sun BZ, Ma W, Liu Q (2013) An approach to decision-making based on intuitionistic fuzzy rough sets over two universes. J Oper Res Soc 64:1079\u20131089","journal-title":"J Oper Res Soc"},{"key":"9674_CR39","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1016\/j.ijar.2016.11.001","volume":"81","author":"BZ Sun","year":"2017","unstructured":"Sun BZ, Ma W, Xiao X (2017) 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"},{"key":"9674_CR40","doi-asserted-by":"publisher","first-page":"7062","DOI":"10.1016\/j.apm.2013.02.008","volume":"37","author":"BZ Sun","year":"2013","unstructured":"Sun BZ, Ma W, Zhao H (2013) A fuzzy rough set approach to emergrncy matrial demand prediction over two universe. Appl Math Model 37:7062\u20137070","journal-title":"Appl Math Model"},{"key":"9674_CR41","doi-asserted-by":"publisher","first-page":"505","DOI":"10.1016\/S0165-0114(98)00244-9","volume":"114","author":"E Szmidt","year":"2000","unstructured":"Szmidt E, Kacprzyk J (2000) Distances between intuitionistic fuzzy sets. Fuzzy Sets Syst 114:505\u2013518","journal-title":"Fuzzy Sets Syst"},{"key":"9674_CR42","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 DS (2008) Approximations and reducts with covering generalized rough sets. Comput Appl Math 56:279\u2013289","journal-title":"Comput Appl Math"},{"key":"9674_CR43","doi-asserted-by":"publisher","first-page":"2063","DOI":"10.1016\/j.patrec.2005.03.018","volume":"26","author":"W Wang","year":"2005","unstructured":"Wang W, Xin X (2005) Distance between intuitionistic fuzzy sets. Pattern Recognit Lett 26:2063\u20132069","journal-title":"Pattern Recognit Lett"},{"key":"9674_CR44","doi-asserted-by":"publisher","first-page":"2443","DOI":"10.1016\/j.fss.2007.03.018","volume":"158","author":"WH Xu","year":"2007","unstructured":"Xu WH, Zhang WX (2007) Measuring roughness of generalized rough sets induced a covering. Fuzzy Sets Syst 158:2443\u20132455","journal-title":"Fuzzy Sets Syst"},{"key":"9674_CR45","doi-asserted-by":"publisher","first-page":"1179","DOI":"10.1109\/TFUZZ.2006.890678","volume":"15","author":"ZS Xu","year":"2007","unstructured":"Xu ZS (2007) Intuitionistic fuzzy aggregation operators. IEEE Trans Fuzzy Syst 15:1179\u20131187","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"9674_CR46","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1007\/s10726-009-9164-z","volume":"19","author":"ZS Xu","year":"2010","unstructured":"Xu ZS (2010) A deviation-based approach to intuitionistic fuzzy multiple attribute group decision-making. Group Decis Negot 19:57\u201376","journal-title":"Group Decis Negot"},{"key":"9674_CR47","doi-asserted-by":"publisher","first-page":"514","DOI":"10.1109\/TFUZZ.2011.2177466","volume":"20","author":"ZS Xu","year":"2012","unstructured":"Xu ZS (2012) Intuitionistic fuzzy multiattribute decision-making: an interactive method. IEEE Trans Fuzzy Syst 20:514\u2013525","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"9674_CR48","doi-asserted-by":"publisher","first-page":"417","DOI":"10.1080\/03081070600574353","volume":"35","author":"ZS Xu","year":"2006","unstructured":"Xu ZS, Yager RR (2006) Some geometric aggregation operators based on intuitionistic fuzzy sets. Int J Gen Syst 35:417\u2013433","journal-title":"Int J Gen Syst"},{"key":"9674_CR49","doi-asserted-by":"publisher","first-page":"246","DOI":"10.1016\/j.ijar.2007.08.008","volume":"48","author":"ZS Xu","year":"2008","unstructured":"Xu ZS, Yager RR (2008) Dynamic intuitionistic fuzzy multi-atribute decision-making. Int J Approx Reason 48:246\u2013252","journal-title":"Int J Approx Reason"},{"key":"9674_CR50","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1016\/j.inffus.2015.07.001","volume":"28","author":"ZS Xu","year":"2016","unstructured":"Xu ZS, Zhao N (2016) Information fusion for intuitionistic fuzzy decision-making: an overview. Inf Fusion 28:10\u201323","journal-title":"Inf Fusion"},{"key":"9674_CR51","doi-asserted-by":"publisher","first-page":"463","DOI":"10.1016\/j.ins.2016.05.053","volume":"367\u2013368","author":"B Yang","year":"2016","unstructured":"Yang B, Hu BQ (2016) A fuzzy covering-based rough set model and its generalization over fuzzy lattice. Inf Sci 367\u2013368:463\u2013486","journal-title":"Inf Sci"},{"key":"9674_CR52","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 BQ (2017) On some types of fuzzy covering-based on rough sets. Fuzzy Sets Syst 312:36\u201365","journal-title":"Fuzzy Sets Syst"},{"key":"9674_CR53","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1016\/S0020-0255(98)10006-3","volume":"111","author":"YY Yao","year":"1998","unstructured":"Yao YY (1998) Relational interpretations of neighborhood operators and rough set approximation operators. Inf Sci 111:239\u2013259","journal-title":"Inf Sci"},{"key":"9674_CR54","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1016\/j.ins.2009.09.021","volume":"180","author":"YY Yao","year":"2010","unstructured":"Yao YY (2010) Three-way decisions with probabilistic rough sets. Inf Sci 180:341\u2013353","journal-title":"Inf Sci"},{"issue":"4","key":"9674_CR55","first-page":"543","volume":"8","author":"YY Yao","year":"2016","unstructured":"Yao YY (2016) Three-way decisions and cognitive computing. Congit Comput 8(4):543\u2013554","journal-title":"Congit Comput"},{"key":"9674_CR56","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 set approximations. Inf Sci 200:91\u2013107","journal-title":"Inf Sci"},{"key":"9674_CR57","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1016\/j.ins.2014.02.013","volume":"277","author":"ZL Yue","year":"2014","unstructured":"Yue ZL (2014) TOPSIS-based group decision-making methodology in intuitionistic fuzzy setting. Inf Sci 277:141\u2013153","journal-title":"Inf Sci"},{"key":"9674_CR58","first-page":"761","volume":"XVI","author":"W \u017bakowski","year":"1983","unstructured":"\u017bakowski W (1983) Approximations in the space \n$$(U, \\Pi )$$\n\n\n\n\n(\nU\n,\n\u03a0\n)\n\n\n\n\n. Demonstr Math XVI:761\u2013769","journal-title":"Demonstr Math"},{"issue":"4","key":"9674_CR59","doi-asserted-by":"publisher","first-page":"2381","DOI":"10.1007\/s10462-018-9617-3","volume":"52","author":"Jianming Zhan","year":"2018","unstructured":"Zhan J, Alcantud JCR (2018) A novel type of soft rough covering and its application to multicriteria group decision-making. Artif Intell Rev. \nhttps:\/\/doi.org\/10.1007\/s10462-018-9617-3","journal-title":"Artificial Intelligence Review"},{"key":"9674_CR60","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":"9674_CR61","doi-asserted-by":"publisher","first-page":"401","DOI":"10.1016\/j.ijar.2017.06.008","volume":"88","author":"XY Zhang","year":"2017","unstructured":"Zhang XY, Miao DQ (2017) Three-way attribute reducts. Int J Approx Reason 88:401\u2013434","journal-title":"Int J Approx Reason"},{"key":"9674_CR62","doi-asserted-by":"publisher","first-page":"186","DOI":"10.1016\/j.ins.2012.02.054","volume":"198","author":"ZM Zhang","year":"2012","unstructured":"Zhang ZM (2012) Generalized intuitionistic fuzzy rough sets based on intuitionistic fuzzy coverings. Inf Sci 198:186\u2013206","journal-title":"Inf Sci"},{"key":"9674_CR63","doi-asserted-by":"publisher","first-page":"460","DOI":"10.1016\/j.inffus.2013.02.001","volume":"14","author":"ZM Zhang","year":"2013","unstructured":"Zhang ZM (2013) Generalized Atanassov\u2019s intuitionistic fuzzy power geometric operators and their application to multiple attribute group decision-making. Inf Fusion 14:460\u2013486","journal-title":"Inf Fusion"},{"key":"9674_CR64","first-page":"2448","volume":"178","author":"L Zhou","year":"2008","unstructured":"Zhou L, Wu WZ (2008) On generalized intuitionistic fuzzy rough approximation operators. Inf Sci 178:2448\u20132465","journal-title":"Inf Sci"},{"key":"9674_CR65","doi-asserted-by":"publisher","first-page":"461","DOI":"10.1016\/j.ijar.2010.10.005","volume":"52","author":"P Zhu","year":"2011","unstructured":"Zhu P (2011) Covering rough sets based on neighborhoods: an approach without using neighborhoods. Int J Approx Reason 52:461\u2013472","journal-title":"Int J Approx Reason"},{"key":"9674_CR66","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 (2007) Topological approaches to covering rough sets. Inf Sci 177:1499\u20131508","journal-title":"Inf Sci"},{"issue":"3","key":"9674_CR67","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. Inf Sci 179(3):210\u2013225","journal-title":"Inf Sci"},{"key":"9674_CR68","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 rough sets. IEEE Trans Knowl Data Eng 19:1131\u20131144","journal-title":"IEEE Trans Knowl Data Eng"}],"container-title":["Artificial Intelligence Review"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10462-018-9674-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10462-018-9674-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10462-018-9674-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,1,4]],"date-time":"2020-01-04T08:30:14Z","timestamp":1578126614000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10462-018-9674-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12,13]]},"references-count":68,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2020,1]]}},"alternative-id":["9674"],"URL":"https:\/\/doi.org\/10.1007\/s10462-018-9674-7","relation":{},"ISSN":["0269-2821","1573-7462"],"issn-type":[{"value":"0269-2821","type":"print"},{"value":"1573-7462","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,12,13]]},"assertion":[{"value":"13 December 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}