{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T13:13:55Z","timestamp":1768482835755,"version":"3.49.0"},"reference-count":43,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2015,4,5]],"date-time":"2015-04-05T00:00:00Z","timestamp":1428192000000},"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":["Int. J. Mach. Learn. & Cyber."],"published-print":{"date-parts":[[2017,6]]},"DOI":"10.1007\/s13042-015-0356-3","type":"journal-article","created":{"date-parts":[[2015,4,4]],"date-time":"2015-04-04T06:59:52Z","timestamp":1428130792000},"page":"755-763","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":35,"title":["A multi-attribute decision-making method with prioritization relationship and dual hesitant fuzzy decision information"],"prefix":"10.1007","volume":"8","author":[{"given":"Zhiliang","family":"Ren","sequence":"first","affiliation":[]},{"given":"Cuiping","family":"Wei","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,4,5]]},"reference":[{"key":"356_CR1","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-014-0250-4","author":"S Abdullah","year":"2014","unstructured":"Abdullah S, Aslam M, Hila K (2014) Interval valued intuitionistic fuzzy sets in (Gamma)-semihypergroups. Int J Mach Learn Cybernet. doi: 10.1007\/s13042-014-0250-4","journal-title":"Int J Mach Learn Cybernet"},{"issue":"1","key":"356_CR2","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1016\/S0165-0114(86)80034-3","volume":"20","author":"K Atanassov","year":"1986","unstructured":"Atanassov K (1986) Intuitionistic fuzzy sets. Fuzzy Sets Syst 20(1):87\u201396","journal-title":"Fuzzy Sets Syst"},{"issue":"1","key":"356_CR3","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1016\/0165-0114(89)90215-7","volume":"33","author":"K Atanassov","year":"1989","unstructured":"Atanassov K (1989) More on intuitionistic fuzzy sets. Fuzzy Sets Syst 33(1):37\u201345","journal-title":"Fuzzy Sets Syst"},{"issue":"2","key":"356_CR4","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1016\/S0165-0114(99)00112-8","volume":"110","author":"K Atanassov","year":"2000","unstructured":"Atanassov K (2000) Two theorems for intuitionistic fuzzy sets. Fuzzy Sets Syst 110(2):267\u2013269","journal-title":"Fuzzy Sets Syst"},{"issue":"3","key":"356_CR5","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1016\/0165-0114(89)90205-4","volume":"31","author":"K Atanassov","year":"1989","unstructured":"Atanassov K, Gargov G (1989) Interval valued intuitionistic fuzzy sets. Fuzzy Sets Syst 31(3):343\u2013349","journal-title":"Fuzzy Sets Syst"},{"key":"356_CR6","doi-asserted-by":"crossref","first-page":"1152","DOI":"10.1007\/11539902_145","volume":"3612","author":"CT Cheng","year":"2005","unstructured":"Cheng CT, Lin JY, Sun YG, Chau KW (2005) Long-term prediction of discharges in manwan hydropower using adaptive-network-based fuzzy inference systems models. Adv Nat Comput Lect Notes Comput Sci 3612:1152\u20131161","journal-title":"Adv Nat Comput Lect Notes Comput Sci"},{"issue":"5","key":"356_CR7","doi-asserted-by":"crossref","first-page":"642","DOI":"10.1016\/j.autcon.2006.11.008","volume":"16","author":"KW Chau","year":"2007","unstructured":"Chau KW (2007) Application of a PSO-based neural network in analysis of outcomes of construction claims. Autom Construct 16(5):642\u2013646","journal-title":"Autom Construct"},{"issue":"5","key":"356_CR8","doi-asserted-by":"crossref","first-page":"2547","DOI":"10.3233\/IFS-130926","volume":"26","author":"YF Chen","year":"2014","unstructured":"Chen YF, Peng XD, Guan GH, Jiang HD (2014) Approaches to multiple attribute decision making based on the correlation coefficient with dual hesitant fuzzy information. J Intell Fuzzy Syst 26(5):2547\u20132556","journal-title":"J Intell Fuzzy Syst"},{"issue":"2","key":"356_CR9","doi-asserted-by":"crossref","first-page":"184","DOI":"10.1002\/int.21633","volume":"29","author":"B Farhadinia","year":"2014","unstructured":"Farhadinia B (2014) Correlation for dual hesitant fuzzy sets and dual interval-valued hesitant fuzzy sets. Int J Intell Syst 29(2):184\u2013205","journal-title":"Int J Intell Syst"},{"issue":"3","key":"356_CR10","doi-asserted-by":"crossref","first-page":"283","DOI":"10.1007\/s11518-013-5213-x","volume":"22","author":"MJ Huang","year":"2013","unstructured":"Huang MJ, Li KW (2013) A novel approach to characterizing hesitations in intuitionistic fuzzy numbers. J Syst Sci Syst Eng 22(3):283\u2013294","journal-title":"J Syst Sci Syst Eng"},{"key":"356_CR11","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-014-0263-z","author":"A Khan","year":"2014","unstructured":"Khan A, Muhammad N (2014) On (\u2208,\u2208\u2228q)-intuitionistic fuzzy ideals of soft semigroups. Int J Mach Learn Cybernet. doi: 10.1007\/s13042-014-0263-z","journal-title":"Int J Mach Learn Cybernet"},{"issue":"6","key":"356_CR12","doi-asserted-by":"crossref","first-page":"671","DOI":"10.1007\/s13042-012-0143-3","volume":"4","author":"SH Liu","year":"2013","unstructured":"Liu SH, Yu FS, Xu WH, Zhang WX (2013) New approach to MCDM under interval-valued intuitionistic fuzzy environment. Int J Mach Learn Cybernet 4(6):671\u2013678","journal-title":"Int J Mach Learn Cybernet"},{"issue":"3","key":"356_CR13","doi-asserted-by":"crossref","first-page":"435","DOI":"10.1007\/s13042-013-0178-0","volume":"5","author":"X Liang","year":"2014","unstructured":"Liang X, Wei CP (2014) An Atanassov\u2019s intuitionistic fuzzy multi-attribute group decision making method based on entropy and similarity measure. Int J Mach Learn Cybernet 5(3):435\u2013444","journal-title":"Int J Mach Learn Cybernet"},{"issue":"6","key":"356_CR14","doi-asserted-by":"crossref","first-page":"713","DOI":"10.1007\/s13042-012-0147-z","volume":"4","author":"X Liang","year":"2013","unstructured":"Liang X, Wei CP, Chen ZM (2013) An intuitionistic fuzzy weighted OWA operator and its application. Int J Mach Learn Cybernet 4(6):713\u2013719","journal-title":"Int J Mach Learn Cybernet"},{"key":"356_CR15","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/352619","author":"YM Li","year":"2014","unstructured":"Li YM (2014) An approach to evaluate the clothing creative design with dual hesitant fuzzy information. J Control Sci Eng. doi: 10.1155\/2014\/352619","journal-title":"J Control Sci Eng"},{"issue":"2","key":"356_CR16","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1016\/S0306-4573(02)00047-X","volume":"39","author":"S Miyamoto","year":"2003","unstructured":"Miyamoto S (2003) Information clustering based on fuzzy multisets. Inf Process Manage 39(2):195\u2013213","journal-title":"Inf Process Manage"},{"issue":"7","key":"356_CR17","doi-asserted-by":"crossref","first-page":"639","DOI":"10.1002\/int.20015","volume":"19","author":"S Miyamoto","year":"2004","unstructured":"Miyamoto S (2004) Generalizations of multisets and rough approximations. Int J Comput Intell Syst 19(7):639\u2013652","journal-title":"Int J Comput Intell Syst"},{"key":"356_CR18","volume-title":"Introduction to Modern Information Retrieval","author":"G Salton","year":"1987","unstructured":"Salton G, McGill MJ (1987) Introduction to Modern Information Retrieval. McGraw-Hill, New York"},{"issue":"8","key":"356_CR19","doi-asserted-by":"crossref","first-page":"1670","DOI":"10.1016\/j.engappai.2012.02.009","volume":"25","author":"R Taormina","year":"2012","unstructured":"Taormina R, Chau KW, Sethi R (2012) Artificial neural network simulation of hourly groundwater levels in a coastal aquifer system of the Venice lagoon. Eng Appl Artif Intell 25(8):1670\u20131676","journal-title":"Eng Appl Artif Intell"},{"issue":"6","key":"356_CR20","first-page":"529","volume":"25","author":"V Torra","year":"2010","unstructured":"Torra V (2010) Hesitant fuzzy sets. Int J Intell Syst 25(6):529\u2013539","journal-title":"Int J Intell Syst"},{"key":"356_CR21","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/254271","author":"CY Wang","year":"2014","unstructured":"Wang CY, Li QG, Zhou XQ (2014) Multiple attribute decision making based on generalized aggregation operators under dual hesitant fuzzy environment. J Appl Math. doi: 10.1155\/2014\/254271","journal-title":"J Appl Math"},{"issue":"5","key":"356_CR22","doi-asserted-by":"crossref","first-page":"2281","DOI":"10.3233\/IFS-130901","volume":"26","author":"HJ Wang","year":"2014","unstructured":"Wang HJ, Zhao XF, Wei GW (2014) Dual hesitant fuzzy aggregation operators in multiple attribute decision making. J Intell Fuzzy Syst 26(5):2281\u20132290","journal-title":"J Intell Fuzzy Syst"},{"issue":"8","key":"356_CR23","first-page":"245","volume":"2089","author":"L Wang","year":"2013","unstructured":"Wang L, Ni MF, Zhu L (2013) Correlation Measures of Dual Hesitant Fuzzy Sets. J Appl Math 2089(8):245\u2013262","journal-title":"J Appl Math"},{"issue":"3","key":"356_CR24","first-page":"748","volume":"14","author":"WC Wang","year":"2012","unstructured":"Wang WC, Cheng CT, Chau KW, Xu DM (2012) Calibration of Xinanjiang model parameters using hybrid genetic algorithm based fuzzy optimal model. J Hydroinform 14(3):748\u2013799","journal-title":"J Hydroinform"},{"issue":"19","key":"356_CR25","doi-asserted-by":"crossref","first-page":"4273","DOI":"10.1016\/j.ins.2011.06.001","volume":"181","author":"CP Wei","year":"2011","unstructured":"Wei CP, Wang P, Zhang YZ (2011) Entropy similarity measure of interval-valued intuitionistic fuzzy sets and their applications. Inf Sci 181(19):4273\u20134286","journal-title":"Inf Sci"},{"issue":"9","key":"356_CR26","doi-asserted-by":"crossref","first-page":"11671","DOI":"10.1016\/j.eswa.2011.03.048","volume":"38","author":"GW Wei","year":"2011","unstructured":"Wei GW (2011) Gray relational analysis method for intuitionistic fuzzy multiple attribute decision making. Expert Syst Appl 38(9):11671\u201311677","journal-title":"Expert Syst Appl"},{"issue":"8","key":"356_CR27","first-page":"2263","volume":"45","author":"CL Wu","year":"2009","unstructured":"Wu CL, Chau KW, Li YS (2009) Predicting monthly streamflow using data-driven models coupled with data-preprocessing techniques. Water Resour Res 45(8):2263\u20132289","journal-title":"Water Resour Res"},{"issue":"3","key":"356_CR28","doi-asserted-by":"crossref","first-page":"395","DOI":"10.1016\/j.ijar.2010.09.002","volume":"52","author":"MM Xia","year":"2011","unstructured":"Xia MM, Xu ZS (2011) Hesitant fuzzy information aggregation in decision making. Int J Approx Reasoning 52(3):395\u2013407","journal-title":"Int J Approx Reasoning"},{"key":"356_CR29","doi-asserted-by":"publisher","DOI":"10.3233\/IFS-141426","author":"YP Xu","year":"2014","unstructured":"Xu YP (2014) Model for evaluating the mechanical product design quality with dual hesitant fuzzy information. J Intell Fuzzy Syst. doi: 10.3233\/IFS-141426","journal-title":"J Intell Fuzzy Syst"},{"issue":"11","key":"356_CR30","doi-asserted-by":"crossref","first-page":"2128","DOI":"10.1016\/j.ins.2011.01.028","volume":"181","author":"ZS Xu","year":"2011","unstructured":"Xu ZS, Xia MM (2011) Distance and similarity measures for hesitant fuzzy sets. Inf Sci 181(11):2128\u20132138","journal-title":"Inf Sci"},{"issue":"5","key":"356_CR31","doi-asserted-by":"crossref","first-page":"410","DOI":"10.1002\/int.20474","volume":"26","author":"ZS Xu","year":"2011","unstructured":"Xu ZS, Xia MM (2011) On distance and correlation measures of hesitant fuzzy information. Int J Intell Syst 26(5):410\u2013425","journal-title":"Int J Intell Syst"},{"issue":"1","key":"356_CR32","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1016\/j.ijar.2007.08.009","volume":"48","author":"RR Yager","year":"2008","unstructured":"Yager RR (2008) Prioritized aggregation operators. Inform Comput Int J Approx Reasoning 48(1):263\u2013274","journal-title":"Inform Comput Int J Approx Reasoning"},{"issue":"3","key":"356_CR33","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1007\/s10700-009-9063-4","volume":"8","author":"RR Yager","year":"2009","unstructured":"Yager RR (2009) Prioritized OWA aggregation. Fuzzy Optim Decis Making 8(3):245\u2013262","journal-title":"Fuzzy Optim Decis Making"},{"issue":"9","key":"356_CR34","doi-asserted-by":"crossref","first-page":"4466","DOI":"10.1016\/j.apm.2011.11.075","volume":"36","author":"J Ye","year":"2012","unstructured":"Ye J (2012) Multicriteria decision-making method using the Dice similarity measure based on the reduct intuitionistic fuzzy sets of interval-valued intuitionistic fuzzy sets. Appl Math Model 36(9):4466\u20134472","journal-title":"Appl Math Model"},{"issue":"2","key":"356_CR35","doi-asserted-by":"crossref","first-page":"659","DOI":"10.1016\/j.apm.2013.07.010","volume":"38","author":"J Ye","year":"2014","unstructured":"Ye J (2014) Correlation coefficient of dual hesitant fuzzy sets and its application to multiple attribute decision making. Appl Math Model 38(2):659\u2013666","journal-title":"Appl Math Model"},{"issue":"1","key":"356_CR36","doi-asserted-by":"crossref","first-page":"202","DOI":"10.1016\/j.ejor.2010.01.019","volume":"205","author":"J Ye","year":"2010","unstructured":"Ye J (2010) Fuzzy decision-making method based on the weighted correlation coefficient under intuitionistic fuzzy environment. Eur J Oper Res 205(1):202\u2013204","journal-title":"Eur J Oper Res"},{"key":"356_CR37","doi-asserted-by":"crossref","first-page":"1679","DOI":"10.3233\/IFS-141134","volume":"27","author":"DJ Yu","year":"2014","unstructured":"Yu DJ, Li DF (2014) Dual hesitant fuzzy multi-criteria decision making and its application to teaching quality assessment. J Intell Fuzzy Syst 27:1679\u20131688","journal-title":"J Intell Fuzzy Syst"},{"issue":"3","key":"356_CR38","doi-asserted-by":"crossref","first-page":"338","DOI":"10.1016\/S0019-9958(65)90241-X","volume":"8","author":"LA Zadeh","year":"1965","unstructured":"Zadeh LA (1965) Fuzzy Sets. Inf Control 8(3):338\u2013353","journal-title":"Inf Control"},{"issue":"75","key":"356_CR39","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1016\/0020-0255(75)90036-5","volume":"8","author":"LA Zadeh","year":"1975","unstructured":"Zadeh LA (1975) The concept of a linguistic variable and its application to approximate reasoning-I. Inf Sci 8(75):199\u2013249","journal-title":"Inf Sci"},{"issue":"11","key":"356_CR40","first-page":"2607","volume":"89","author":"B Zhu","year":"2012","unstructured":"Zhu B, Xu ZS, Xia MM (2012) Dual hesitant fuzzy sets. J Appl Math 89(11):2607\u20132645","journal-title":"J Appl Math"},{"issue":"4","key":"356_CR41","doi-asserted-by":"crossref","first-page":"1657","DOI":"10.3233\/IFS-130845","volume":"26","author":"B Zhu","year":"2014","unstructured":"Zhu B, Xu ZS (2014) Some results for dual hesitant fuzzy sets. J Intell Fuzzy Syst 26(4):1657\u20131668","journal-title":"J Intell Fuzzy Syst"},{"issue":"4","key":"356_CR42","first-page":"840","volume":"15","author":"J Zhang","year":"2009","unstructured":"Zhang J, Chau KW (2009) Multilayer ensemble pruning via novel multi-sub-swarm particle swarm optimization. J Univers Comput Sci 15(4):840\u2013858","journal-title":"J Univers Comput Sci"},{"issue":"1","key":"356_CR43","doi-asserted-by":"crossref","first-page":"199","DOI":"10.3233\/IFS-141290","volume":"28","author":"Y Zhang","year":"2015","unstructured":"Zhang Y (2015) Research on the computer network security evaluation based on the DHFHCG operator with dual hesitant fuzzy information. J Intell Fuzzy Syst 28(1):199\u2013204","journal-title":"J Intell Fuzzy Syst"}],"container-title":["International Journal of Machine Learning and Cybernetics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-015-0356-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13042-015-0356-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-015-0356-3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-015-0356-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,31]],"date-time":"2020-08-31T12:40:30Z","timestamp":1598877630000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13042-015-0356-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,4,5]]},"references-count":43,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2017,6]]}},"alternative-id":["356"],"URL":"https:\/\/doi.org\/10.1007\/s13042-015-0356-3","relation":{},"ISSN":["1868-8071","1868-808X"],"issn-type":[{"value":"1868-8071","type":"print"},{"value":"1868-808X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,4,5]]}}}