{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,8]],"date-time":"2025-09-08T05:59:25Z","timestamp":1757311165557,"version":"3.41.0"},"reference-count":40,"publisher":"Springer Science and Business Media LLC","issue":"5-6","license":[{"start":{"date-parts":[[2024,12,12]],"date-time":"2024-12-12T00:00:00Z","timestamp":1733961600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,12,12]],"date-time":"2024-12-12T00:00:00Z","timestamp":1733961600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"Humanities and Social Science Research Program of Ministry of Education","award":["22YJA630008"],"award-info":[{"award-number":["22YJA630008"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["72071152","72301082"],"award-info":[{"award-number":["72071152","72301082"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shaanxi National Funds for Distinguished Young Scientists","award":["2023-JC-JQ-11"],"award-info":[{"award-number":["2023-JC-JQ-11"]}]},{"DOI":"10.13039\/501100013068","name":"Key Technologies Research and Development Program of Guangzhou Municipality","doi-asserted-by":"publisher","award":["202206010101"],"award-info":[{"award-number":["202206010101"]}],"id":[{"id":"10.13039\/501100013068","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2022A1515110703"],"award-info":[{"award-number":["2022A1515110703"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Guangdong Provincial Hospital of Chinese Medicine Science and Technology Research Project","award":["YN2022QN33"],"award-info":[{"award-number":["YN2022QN33"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int. J. Mach. Learn. & Cyber."],"published-print":{"date-parts":[[2025,6]]},"DOI":"10.1007\/s13042-024-02487-8","type":"journal-article","created":{"date-parts":[[2024,12,12]],"date-time":"2024-12-12T04:13:38Z","timestamp":1733976818000},"page":"3887-3905","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A hybrid diversited attribute group decision-making method based on non-additive measure entropy weight and multi-granularity generalized fuzzy rough set with application in medical diagnosis"],"prefix":"10.1007","volume":"16","author":[{"given":"Xinfang","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiangtang","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bingzhen","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xixuan","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaoli","family":"Chu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianxiong","family":"Cai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,12,12]]},"reference":[{"key":"2487_CR1","doi-asserted-by":"publisher","first-page":"309","DOI":"10.1086\/257678","volume":"63","author":"JC Harsanyi","year":"1955","unstructured":"Harsanyi JC (1955) Cardinal welfare, individualistic ethics, and interpersonal comparisons of utility. J Polit Econ 63:309\u2013321","journal-title":"J Polit Econ"},{"key":"2487_CR2","doi-asserted-by":"publisher","first-page":"206","DOI":"10.1016\/j.ejor.2015.10.060","volume":"251","author":"S Chakhar","year":"2016","unstructured":"Chakhar S, Ishizaka A, Labib A, Saad I (2016) Dominance-based rough set approach for group decisions. Eur J Oper Res 251:206\u2013224","journal-title":"Eur J Oper Res"},{"key":"2487_CR3","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1016\/S0165-0114(97)00077-8","volume":"90","author":"LA Zadeh","year":"1997","unstructured":"Zadeh LA (1997) Toward a theory of fuzzy information granulation and its centrality in human reasoning and fuzzy logic. Fuzzy Sets Syst 90:111\u2013127","journal-title":"Fuzzy Sets Syst"},{"key":"2487_CR4","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1016\/S0165-0114(98)00093-1","volume":"114","author":"F Herrera","year":"2000","unstructured":"Herrera F, Herrera-Viedma E, Mart\u00ednez L (2000) A fusion approach for managing multi-granularity linguistic term sets in decision making. Fuzzy Sets Syst 114:43\u201358","journal-title":"Fuzzy Sets Syst"},{"key":"2487_CR5","first-page":"341","volume":"11","author":"Z Pawlak","year":"1982","unstructured":"Pawlak Z (1982) Rough sets. Inf Sci 11:341\u2013356","journal-title":"Inf Sci"},{"key":"2487_CR6","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. Inf Sci 180:949\u2013970","journal-title":"Inf Sci"},{"key":"2487_CR7","doi-asserted-by":"publisher","first-page":"1093","DOI":"10.1007\/s10462-019-09690-y","volume":"53","author":"J Zhan","year":"2020","unstructured":"Zhan J, Zhang X, Yao Y (2020) Covering based multigranulation fuzzy rough sets and corresponding applications. Artif Intell Rev 53:1093\u20131126","journal-title":"Artif Intell Rev"},{"key":"2487_CR8","doi-asserted-by":"publisher","first-page":"24","DOI":"10.1016\/j.cie.2018.05.034","volume":"122","author":"B Sun","year":"2018","unstructured":"Sun B, Ma W, Chen X, Li X (2018) Heterogeneous multigranulation fuzzy rough set-based multiple attribute group decision making with heterogeneous preference information. Comput Ind Eng 122:24\u201338","journal-title":"Comput Ind Eng"},{"key":"2487_CR9","doi-asserted-by":"publisher","DOI":"10.1016\/j.scs.2021.103120","volume":"74","author":"C Luo","year":"2021","unstructured":"Luo C, Ju Y, Dong P, Gonzalez EDS, Wang A (2021) Risk assessment for PPP waste-to-energy incineration plant projects in china based on hybrid weight methods and weighted multigranulation fuzzy rough sets. Sustain Cities Soc 74:103120","journal-title":"Sustain Cities Soc"},{"key":"2487_CR10","doi-asserted-by":"publisher","first-page":"527","DOI":"10.1109\/TFUZZ.2011.2116029","volume":"19","author":"W Pedrycz","year":"2011","unstructured":"Pedrycz W, Song M (2011) Analytic hierarchy process (AHP) in group decision making and its optimization with an allocation of information granularity. IEEE Trans Fuzzy Syst 19:527\u2013539","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"2487_CR11","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1016\/j.fss.2014.03.016","volume":"255","author":"FJ Cabrerizo","year":"2014","unstructured":"Cabrerizo FJ, Ure\u00f1a R, Pedrycz W, Herrera-Viedma E (2014) Building consensus in group decision making with an allocation of information granularity. Fuzzy Sets Syst 255:115\u2013127","journal-title":"Fuzzy Sets Syst"},{"key":"2487_CR12","doi-asserted-by":"publisher","first-page":"624","DOI":"10.1016\/j.ejor.2013.04.046","volume":"230","author":"FJ Cabrerizo","year":"2013","unstructured":"Cabrerizo FJ, Herrera-Viedma E, Pedrycz W (2013) A method based on PSO and granular computing of linguistic information to solve group decision making problems defined in heterogeneous contexts. Eur J Oper Res 230:624\u2013633","journal-title":"Eur J Oper Res"},{"key":"2487_CR13","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1016\/j.inffus.2011.09.003","volume":"17","author":"W Pedrycz","year":"2014","unstructured":"Pedrycz W, Song M (2014) A granulation of linguistic information in AHP decision-making problems. Inf Fusion 17:93\u2013101","journal-title":"Inf Fusion"},{"key":"2487_CR14","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1016\/j.ijar.2019.09.009","volume":"115","author":"B Sang","year":"2019","unstructured":"Sang B, Yang L, Chen H, Xu W, Guo Y, Yuan Z (2019) Generalized multi-granulation double-quantitative decision-theoretic rough set of multi-source information system. Int J Approx Reason 115:157\u2013179","journal-title":"Int J Approx Reason"},{"key":"2487_CR15","doi-asserted-by":"publisher","first-page":"4054","DOI":"10.1109\/TCYB.2018.2853722","volume":"49","author":"F Liu","year":"2019","unstructured":"Liu F, Pedrycz W, Liu X (2019) Flexibility degree of fuzzy numbers and its implication to a group-decision-making model. IEEE Trans Cybern 49:4054\u20134065","journal-title":"IEEE Trans Cybern"},{"key":"2487_CR16","doi-asserted-by":"publisher","first-page":"450","DOI":"10.1016\/j.ins.2021.12.034","volume":"587","author":"X Pan","year":"2022","unstructured":"Pan X, He S, Wang Y, Chin KS (2022) Multi-granular hybrid information-based decision-making framework and its application to waste to energy technology selection. Inf Sci 587:450\u2013472","journal-title":"Inf Sci"},{"key":"2487_CR17","doi-asserted-by":"publisher","first-page":"122","DOI":"10.1016\/j.ijar.2019.11.008","volume":"117","author":"J Pang","year":"2020","unstructured":"Pang J, Guan X, Liang J, Wang B, Song P (2020) Multi-attribute group decision-making method based on multi-granulation weights and three-way decisions. Int J Approx Reason 117:122\u2013147","journal-title":"Int J Approx Reason"},{"key":"2487_CR18","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1016\/j.knosys.2015.07.036","volume":"91","author":"D Liu","year":"2016","unstructured":"Liu D, Liang D, Wang C (2016) A novel three-way decision model based on incomplete information system. Knowl-Based Syst 91:32\u201345","journal-title":"Knowl-Based Syst"},{"key":"2487_CR19","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.fss.2014.11.018","volume":"275","author":"L D\u2019eer","year":"2015","unstructured":"D\u2019eer L, Verbiest N, Cornelis C, Godo L (2015) A comprehensive study of implicator\u2013conjunctor-based and noise-tolerant fuzzy rough sets: definitions, properties and robustness analysis. Fuzzy Sets Syst 275:1\u201338","journal-title":"Fuzzy Sets Syst"},{"key":"2487_CR20","unstructured":"Le Q, Mikolov T (2014) Distributed representations of sentences and documents 1188\u20131196"},{"key":"2487_CR21","unstructured":"Sugeno M (1974) Theory of fuzzy integrals and its applications"},{"key":"2487_CR22","doi-asserted-by":"crossref","unstructured":"Choquet G (1954) Theory of capacities, in: Annales de l\u2019institut Fourier, volume\u00a05, pp. 131\u2013295","DOI":"10.5802\/aif.53"},{"key":"2487_CR23","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1016\/0306-4379(81)90023-5","volume":"6","author":"Z Pawlak","year":"1981","unstructured":"Pawlak Z (1981) Information systems theoretical foundations. Inf Syst 6:205\u2013218","journal-title":"Inf Syst"},{"key":"2487_CR24","doi-asserted-by":"crossref","unstructured":"Hwang CL, Yoon K (1981) Multiple Attribute Decision Making: Methods and Applications, Springer","DOI":"10.1007\/978-3-642-48318-9"},{"key":"2487_CR25","doi-asserted-by":"crossref","unstructured":"Ye J, Sun B, Chu X, Zhan J, Bao Q, Cai J (2022) A novel diversified attribute group decision-making method over multi-source heterogeneous fuzzy decision systems with its application to gout diagnosis, IEEE Transactions on Fuzzy Systems","DOI":"10.1109\/TFUZZ.2022.3214267"},{"key":"2487_CR26","doi-asserted-by":"publisher","first-page":"1977","DOI":"10.1109\/TSMCC.2012.2236648","volume":"43","author":"JT Yao","year":"2013","unstructured":"Yao JT, Vasilakos AV, Pedrycz W (2013) Granular computing: perspectives and challenges. IEEE Transactions on Cybernetics 43:1977\u20131989","journal-title":"IEEE Transactions on Cybernetics"},{"key":"2487_CR27","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1016\/j.inffus.2019.07.013","volume":"55","author":"B Sun","year":"2020","unstructured":"Sun B, Zhou X, Lin N (2020) Diversified binary relation-based fuzzy multigranulation rough set over two universes and application to multiple attribute group decision making. Information Fusion 55:91\u2013104","journal-title":"Information Fusion"},{"key":"2487_CR28","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1109\/TFUZZ.2020.2989098","volume":"29","author":"L Sun","year":"2020","unstructured":"Sun L, Wang L, Ding W, Qian Y, Xu J (2020) Feature selection using fuzzy neighborhood entropy-based uncertainty measures for fuzzy neighborhood multigranulation rough sets. IEEE Trans Fuzzy Syst 29:19\u201333","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"2487_CR29","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1016\/S0166-218X(00)00264-X","volume":"107","author":"J-L Marichal","year":"2000","unstructured":"Marichal J-L (2000) The influence of variables on pseudo-boolean functions with applications to game theory and multicriteria decision making. Discret Appl Math 107:139\u2013164","journal-title":"Discret Appl Math"},{"key":"2487_CR30","doi-asserted-by":"crossref","unstructured":"Hu BQ, Huang ZH (2009) $$(\\bot ,\\top )$$-generalized fuzzy rough sets based on fuzzy composition operations, in: Fuzzy Information and Engineering: Volume 1, Springer, pp. 647\u2013659","DOI":"10.1007\/978-3-540-88914-4_80"},{"key":"2487_CR31","first-page":"191","volume":"17","author":"D Dubois","year":"1990","unstructured":"Dubois D, Prade H (1990) Rough fuzzy sets and fuzzy rough sets, International Journal of General. System 17:191\u2013209","journal-title":"System"},{"key":"2487_CR32","doi-asserted-by":"crossref","unstructured":"Cornelis C, Verbiest N, Jensen R (2010) Ordered weighted average based fuzzy rough sets","DOI":"10.1007\/978-3-642-16248-0_16"},{"key":"2487_CR33","doi-asserted-by":"publisher","first-page":"298","DOI":"10.1001\/jamainternmed.2022.6817","volume":"183","author":"L Wang","year":"2023","unstructured":"Wang L, Xu X, Zhang M, Hu C, Zhang X, Li C, Nie S, Huang Z, Zhao Z, Hou FF et al (2023) Prevalence of chronic kidney disease in china: results from the sixth china chronic disease and risk factor surveillance. JAMA Intern Med 183:298\u2013310","journal-title":"JAMA Intern Med"},{"key":"2487_CR34","doi-asserted-by":"publisher","first-page":"3988","DOI":"10.1109\/TCYB.2022.3173374","volume":"53","author":"J Deng","year":"2022","unstructured":"Deng J, Zhan J, Xu Z, Herrera-Viedma E (2022) Regret-theoretic multiattribute decision-making model using three-way framework in multiscale information systems. IEEE Transactions on Cybernetics 53:3988\u20134001","journal-title":"IEEE Transactions on Cybernetics"},{"key":"2487_CR35","doi-asserted-by":"publisher","first-page":"578","DOI":"10.1080\/01621459.1972.10481251","volume":"67","author":"JH Zar","year":"1972","unstructured":"Zar JH (1972) Significance testing of the spearman rank correlation coefficient. J Am Stat Assoc 67:578\u2013580","journal-title":"J Am Stat Assoc"},{"key":"2487_CR36","doi-asserted-by":"publisher","first-page":"17731","DOI":"10.1007\/s00521-020-04946-z","volume":"32","author":"M Suo","year":"2020","unstructured":"Suo M, Cheng Y, Zhuang C, Ding Y, Lu C, Tao L (2020) Extension of labeled multiple attribute decision making based on fuzzy neighborhood three-way decision. Neural Comput Appl 32:17731\u201317758","journal-title":"Neural Comput Appl"},{"key":"2487_CR37","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1016\/j.knosys.2018.04.002","volume":"152","author":"M Suo","year":"2018","unstructured":"Suo M, Zhu B, Zhang Y, An R, Li S (2018) Fuzzy bayes risk based on mahalanobis distance and gaussian kernel for weight assignment in labeled multiple attribute decision making. Knowl-Based Syst 152:26\u201339","journal-title":"Knowl-Based Syst"},{"key":"2487_CR38","doi-asserted-by":"publisher","first-page":"102","DOI":"10.1016\/j.ijar.2022.01.002","volume":"143","author":"C Zhang","year":"2022","unstructured":"Zhang C, Bai W, Li D, Zhan J (2022) Multiple attribute group decision making based on multigranulation probabilistic models, MULTIMOORA and TPOP in incomplete q-rung orthopair fuzzy information systems. Int J Approximate Reasoning 143:102\u2013120","journal-title":"Int J Approximate Reasoning"},{"key":"2487_CR39","doi-asserted-by":"crossref","unstructured":"Wang P, Liu PD, Chiclana F (2020) Multi-stage consistency optimization algorithm for decision making with incomplete probabilistic linguistic preference relation, Information Sciences","DOI":"10.1016\/j.ins.2020.10.004"},{"key":"2487_CR40","doi-asserted-by":"publisher","first-page":"2565","DOI":"10.1109\/TFUZZ.2020.3003501","volume":"29","author":"P Liu","year":"2020","unstructured":"Liu P, Wang P, Pedrycz W (2020) Consistency-and consensus-based group decision-making method with incomplete probabilistic linguistic preference relations. IEEE Trans Fuzzy Syst 29:2565\u20132579","journal-title":"IEEE Trans Fuzzy Syst"}],"container-title":["International Journal of Machine Learning and Cybernetics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-024-02487-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s13042-024-02487-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-024-02487-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,7]],"date-time":"2025-06-07T04:30:56Z","timestamp":1749270656000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s13042-024-02487-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,12]]},"references-count":40,"journal-issue":{"issue":"5-6","published-print":{"date-parts":[[2025,6]]}},"alternative-id":["2487"],"URL":"https:\/\/doi.org\/10.1007\/s13042-024-02487-8","relation":{},"ISSN":["1868-8071","1868-808X"],"issn-type":[{"type":"print","value":"1868-8071"},{"type":"electronic","value":"1868-808X"}],"subject":[],"published":{"date-parts":[[2024,12,12]]},"assertion":[{"value":"10 July 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 November 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 December 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}