{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T21:58:27Z","timestamp":1773784707255,"version":"3.50.1"},"reference-count":69,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2023,1,3]],"date-time":"2023-01-03T00:00:00Z","timestamp":1672704000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,3]],"date-time":"2023-01-03T00:00:00Z","timestamp":1672704000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"the Humanities and Social Sciences Foundation of Ministry of Education of the People\u2019s Republic of China","award":["19YJC630164"],"award-info":[{"award-number":["19YJC630164"]}]},{"name":"the Postdoctoral Science Foundation of Jiangxi Province","award":["2019KY14"],"award-info":[{"award-number":["2019KY14"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int. J. Fuzzy Syst."],"published-print":{"date-parts":[[2023,4]]},"DOI":"10.1007\/s40815-022-01442-5","type":"journal-article","created":{"date-parts":[[2023,1,3]],"date-time":"2023-01-03T12:02:41Z","timestamp":1672747361000},"page":"1275-1310","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":62,"title":["Improved CoCoSo Method Based on Frank Softmax Aggregation Operators for T-Spherical Fuzzy Multiple Attribute Group Decision-Making"],"prefix":"10.1007","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7189-0264","authenticated-orcid":false,"given":"Haolun","family":"Wang","sequence":"first","affiliation":[]},{"given":"Tahir","family":"Mahmood","sequence":"additional","affiliation":[]},{"given":"Kifayat","family":"Ullah","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,1,3]]},"reference":[{"issue":"2","key":"1442_CR1","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1007\/s10726-008-9131-0","volume":"18","author":"ZS Xu","year":"2009","unstructured":"Xu, Z.S.: An interactive approach to multiple attribute group decision making with multigranular uncertain linguistic information. Group Decis Negot. 18(2), 119\u2013145 (2009)","journal-title":"Group Decis Negot."},{"issue":"3","key":"1442_CR2","doi-asserted-by":"crossref","first-page":"338","DOI":"10.1016\/S0019-9958(65)90241-X","volume":"8","author":"LA Zadeh","year":"1965","unstructured":"Zadeh, L.A.: Fuzzy sets. Inf Contr. 8(3), 338\u2013353 (1965)","journal-title":"Inf Contr."},{"key":"1442_CR3","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1016\/0165-0114(89)90205-4","volume":"31","author":"K Atanassov","year":"1986","unstructured":"Atanassov, K.: Intuitionistic fuzzy sets. Fuzzy Sets Syst. 31, 343\u2013349 (1986)","journal-title":"Fuzzy Sets Syst."},{"issue":"4","key":"1442_CR4","doi-asserted-by":"crossref","first-page":"958","DOI":"10.1109\/TFUZZ.2013.2278989","volume":"22","author":"RR Yager","year":"2014","unstructured":"Yager, R.R.: Pythagorean membership grades in multicriteria decision making. IEEE Trans Fuzzy Syst. 22(4), 958\u2013965 (2014)","journal-title":"IEEE Trans Fuzzy Syst."},{"issue":"5","key":"1442_CR5","doi-asserted-by":"crossref","first-page":"1222","DOI":"10.1109\/TFUZZ.2016.2604005","volume":"25","author":"RR Yager","year":"2017","unstructured":"Yager, R.R.: Generalized orthopair fuzzy sets. IEEE Trans Fuzzy Syst. 25(5), 1222\u20131230 (2017)","journal-title":"IEEE Trans Fuzzy Syst."},{"issue":"4","key":"1442_CR6","first-page":"409","volume":"30","author":"BC Cuong","year":"2015","unstructured":"Cuong, B.C.: Picture fuzzy sets. J Comput Sci Cyb. 30(4), 409\u2013420 (2015)","journal-title":"J Comput Sci Cyb."},{"issue":"11","key":"1442_CR7","doi-asserted-by":"crossref","first-page":"7041","DOI":"10.1007\/s00521-018-3521-2","volume":"31","author":"T Mahmood","year":"2019","unstructured":"Mahmood, T., Ullah, K., Khan, Q., Jan, N.: An approach toward decision-making and medical diagnosis problems using the concept of spherical fuzzy sets. Neural Comput Appl. 31(11), 7041\u20137053 (2019)","journal-title":"Neural Comput Appl."},{"issue":"5","key":"1442_CR8","doi-asserted-by":"crossref","first-page":"2635","DOI":"10.1007\/s40747-021-00417-7","volume":"7","author":"M Gul","year":"2021","unstructured":"Gul, M., Lo, H.W., Yucesan, M.: Fermatean fuzzy TOPSIS-based approach for occupational risk assessment in manufacturing. Complex Intell Syst. 7(5), 2635\u20132653 (2021)","journal-title":"Complex Intell Syst."},{"issue":"2","key":"1442_CR9","doi-asserted-by":"crossref","first-page":"514","DOI":"10.1016\/j.ejor.2006.01.020","volume":"178","author":"S Opricovic","year":"2007","unstructured":"Opricovic, S., Tzeng, G.H.: Extended VIKOR method in comparison with outranking methods. Eur J Oper Res. 178(2), 514\u2013529 (2007)","journal-title":"Eur J Oper Res."},{"issue":"9","key":"1442_CR10","doi-asserted-by":"crossref","first-page":"4659","DOI":"10.1002\/int.22474","volume":"36","author":"T Mahmood","year":"2021","unstructured":"Mahmood, T., Warraich, M.S., Ali, Z., Pamucar, D.: Generalized MULTIMOORA method and Dombi prioritized weighted aggregation operators based on T-spherical fuzzy sets and their applications. Int J Intell Syst. 36(9), 4659\u20134692 (2021)","journal-title":"Int J Intell Syst."},{"key":"1442_CR11","doi-asserted-by":"crossref","first-page":"2981","DOI":"10.1007\/s00500-020-05357-x","volume":"25","author":"YB Ju","year":"2021","unstructured":"Ju, Y.B., Liang, Y.Y., Luo, C., Dong, P.W., Gonzale, E.D.R.S., Wang, A.H.: T-spherical fuzzy TODIM method for multi-criteria group decision-making problem with incomplete weight information. Soft Comput. 25, 2981\u20133001 (2021)","journal-title":"Soft Comput."},{"issue":"9","key":"1442_CR12","doi-asserted-by":"crossref","first-page":"2501","DOI":"10.1108\/MD-05-2017-0458","volume":"57","author":"M Yazdani","year":"2019","unstructured":"Yazdani, M., Zarate, P., Zavadskas, E.K., Turskis, Z.: A combined compromise solution (CoCoSo) method for multi-criteria decision-making problems. Manage Decis. 57(9), 2501\u20132519 (2019)","journal-title":"Manage Decis."},{"issue":"7","key":"1442_CR13","doi-asserted-by":"crossref","first-page":"2168","DOI":"10.1007\/s40815-019-00687-x","volume":"21","author":"PD Liu","year":"2019","unstructured":"Liu, P.D., Zhu, B.Y., Wang, P.: A multi-attribute decision-making approach based on spherical fuzzy sets for Yunnan Baiyao\u2019s R&D project selection problem. Int J Fuzzy Systems. 21(7), 2168\u20132191 (2019)","journal-title":"Int J Fuzzy Systems."},{"key":"1442_CR14","doi-asserted-by":"crossref","first-page":"22613","DOI":"10.1109\/ACCESS.2019.2896107","volume":"7","author":"PD Liu","year":"2019","unstructured":"Liu, P.D., Khan, Q., Mahmood, T., Hassan, N.: T-spherical fuzzy power Muirhead mean operator based on novel operational laws and their application in multi-attribute group decision making. IEEE Access 7, 22613\u201322632 (2019)","journal-title":"IEEE Access"},{"key":"1442_CR15","doi-asserted-by":"crossref","first-page":"9067","DOI":"10.1007\/s12652-020-02600-z","volume":"12","author":"H Grag","year":"2021","unstructured":"Grag, H., Ullah, K., Mahmood, T., Hassan, N., Jan, N.: T-spherical fuzzy power aggregation operators and their applications in multi-attribute decision making. J Ambient Intell Human Comput. 12, 9067\u20139080 (2021)","journal-title":"J Ambient Intell Human Comput."},{"key":"1442_CR16","doi-asserted-by":"crossref","first-page":"365","DOI":"10.3390\/sym12030365","volume":"12","author":"M Munir","year":"2020","unstructured":"Munir, M., Kalsoom, H., Ullah, K., Mahmood, T., Chu, Y.M.: T-spherical fuzzy Einstein hybrid aggregation operators and their applications in multi-attribute decision making problems. Symmetry. 12, 365 (2020)","journal-title":"Symmetry."},{"issue":"2","key":"1442_CR17","doi-asserted-by":"crossref","first-page":"570","DOI":"10.1007\/s40815-020-00803-2","volume":"22","author":"K Ullah","year":"2020","unstructured":"Ullah, K., Mahmood, T., Garg, H.: Evaluation of the performance of search and rescue robots using T-spherical fuzzy Hamacher aggregation operators. Int J Fuzzy Syst. 22(2), 570\u2013582 (2020)","journal-title":"Int J Fuzzy Syst."},{"issue":"23","key":"1442_CR18","doi-asserted-by":"crossref","first-page":"4436","DOI":"10.3390\/en12234436","volume":"12","author":"SZ Zeng","year":"2019","unstructured":"Zeng, S.Z., Garg, H., Munir, M., Mahmood, T., Hussain, A.: A multi-attribute decision making process with immediate probabilistic interactive averaging aggregation operators of t-spherical fuzzy sets and its application in the selection of solar cells. Energies 12(23), 4436 (2019)","journal-title":"Energies"},{"key":"1442_CR19","doi-asserted-by":"crossref","first-page":"670","DOI":"10.3390\/sym10120670","volume":"10","author":"H Garg","year":"2018","unstructured":"Garg, H., Munir, M., Ullah, K., Mahmood, T., Jan, N.: Algorithm for T-spherical fuzzy multi-attribute decision making based on improved interactive aggregation operators. Symmetry. 10, 670 (2018)","journal-title":"Symmetry."},{"key":"1442_CR20","doi-asserted-by":"crossref","first-page":"6033","DOI":"10.1007\/s10462-021-09959-1","volume":"54","author":"M Munir","year":"2021","unstructured":"Munir, M., Mahmood, T., Hussain, A.: Algorithm for T-spherical fuzzy MADM based on associated immediate probability interactive geometric aggregation operators. Artif Intell Rev. 54, 6033\u20136061 (2021)","journal-title":"Artif Intell Rev."},{"key":"1442_CR21","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3233\/JIFS-210402","volume":"2021","author":"K Ullah","year":"2022","unstructured":"Ullah, K., Ali, Z., Mahmood, T., Garg, H., Chinram, R.: Methods for multi-attribute decision making, pattern recognition and clustering based on T-spherical fuzzy information measures. J Intell Fuzzy Syst. 2021, 1\u201321 (2022). https:\/\/doi.org\/10.3233\/JIFS-210402","journal-title":"J Intell Fuzzy Syst."},{"key":"1442_CR22","doi-asserted-by":"crossref","first-page":"194","DOI":"10.1007\/BF02189866","volume":"19","author":"MJ Frank","year":"1979","unstructured":"Frank, M.J.: On the simultaneous associativity of F(x, y) and x+y-F(x, y). Aequationes Math. 19, 194\u2013226 (1979)","journal-title":"Aequationes Math."},{"issue":"6","key":"1442_CR23","doi-asserted-by":"crossref","first-page":"1471","DOI":"10.1007\/s00521-015-2143-1","volume":"28","author":"ZM Zhang","year":"2017","unstructured":"Zhang, Z.M.: Interval-valued intuitionistic fuzzy Frank aggregation operators and their applications to multiple attribute group decision making. Neural Comput Appl. 28(6), 1471\u20131501 (2017)","journal-title":"Neural Comput Appl."},{"key":"1442_CR24","doi-asserted-by":"crossref","first-page":"428","DOI":"10.1016\/j.asoc.2015.12.030","volume":"41","author":"JD Qin","year":"2016","unstructured":"Qin, J.D., Liu, X.W., Pedrycz, W.: Frank aggregation operators and their application to hesitant fuzzy multiple attribute decision making. Appl Soft Comput. 41, 428\u2013452 (2016)","journal-title":"Appl Soft Comput."},{"issue":"11","key":"1442_CR25","doi-asserted-by":"crossref","first-page":"2189","DOI":"10.1002\/int.22025","volume":"33","author":"YP Xing","year":"2018","unstructured":"Xing, Y.P., Zhang, R.T., Wang, J., Zhu, X.M.: Some new Pythagorean fuzzy Choquet-Frank aggregation operators for multi-attribute decision making. Int J Intell Syst. 33(11), 2189\u20132215 (2018)","journal-title":"Int J Intell Syst."},{"issue":"6","key":"1442_CR26","doi-asserted-by":"crossref","first-page":"7275","DOI":"10.3233\/JIFS-211152","volume":"41","author":"YP Xing","year":"2021","unstructured":"Xing, Y.P.: q-Rung orthopair fuzzy Frank power point aggregation operators with new multi-parametric distance measures. J Intell Fuzzy Syst. 41(6), 7275\u20137297 (2021)","journal-title":"J Intell Fuzzy Syst."},{"issue":"12","key":"1442_CR27","doi-asserted-by":"crossref","first-page":"7925","DOI":"10.1002\/int.22614","volume":"36","author":"T Mahmood","year":"2021","unstructured":"Mahmood, T., Waqas, H.M., Ali, Z., Ullah, K., Pamucar, D.: Frank aggregation operators and analytic hierarchy process based on interval-valued picture fuzzy sets and their applications. Int J Intell Syst. 36(12), 7925\u20137962 (2021)","journal-title":"Int J Intell Syst."},{"issue":"3","key":"1442_CR28","doi-asserted-by":"crossref","first-page":"799","DOI":"10.1007\/s00521-016-2660-6","volume":"30","author":"P Ji","year":"2018","unstructured":"Ji, P., Wang, J.Q., Zhang, H.Y.: Frank prioritized Bonferroni mean operator with single-value neutrosophic sets and its application in selecting third-party longistics providers. Neural Comput Appl. 30(3), 799\u2013823 (2018)","journal-title":"Neural Comput Appl."},{"issue":"3","key":"1442_CR29","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1007\/s10700-009-9063-4","volume":"8","author":"RR Yager","year":"2009","unstructured":"Yager, R.R.: Prioritized OWA aggregation. Fuzzy Optim Decis Ma. 8(3), 245\u2013262 (2009)","journal-title":"Fuzzy Optim Decis Ma."},{"issue":"15","key":"1442_CR30","doi-asserted-by":"crossref","first-page":"10019","DOI":"10.1007\/s00500-021-05793-3","volume":"25","author":"A Fahmi","year":"2021","unstructured":"Fahmi, A., Ul, A.N.: Group decision-making based on bipolar neutrosophic fuzzy prioritized Muirhead mean weighted averaging operator. Soft Comput. 25(15), 10019\u201310036 (2021)","journal-title":"Soft Comput."},{"key":"1442_CR31","doi-asserted-by":"crossref","first-page":"176","DOI":"10.1016\/j.knosys.2012.03.011","volume":"31","author":"GW Wei","year":"2012","unstructured":"Wei, G.W.: Hesitant fuzzy prioritized operators and their application to multiple attribute decision making. Knowl Based Syst. 31, 176\u2013182 (2012)","journal-title":"Knowl Based Syst."},{"issue":"9","key":"1442_CR32","doi-asserted-by":"crossref","first-page":"1985","DOI":"10.1002\/int.22123","volume":"34","author":"BQ Lu","year":"2019","unstructured":"Lu, B.Q., Xu, Z.S.: Prioritized aggregation operators based on the priority degrees in multicriteria decision-making. Int J Intell Syst. 34(9), 1985\u20132018 (2019)","journal-title":"Int J Intell Syst."},{"issue":"2","key":"1442_CR33","doi-asserted-by":"crossref","first-page":"2229","DOI":"10.3233\/JIFS-172262","volume":"35","author":"H Gao","year":"2018","unstructured":"Gao, H.: Pythagorean fuzzy Hamacher prioritized aggregation operators in multiple attribute decision making. J Intell Fuzzy Syst. 35(2), 2229\u20132245 (2018)","journal-title":"J Intell Fuzzy Syst."},{"issue":"12","key":"1442_CR34","first-page":"3382","volume":"67","author":"DY Zhu","year":"2020","unstructured":"Zhu, D.Y., Lu, S.Y., Wang, M.Q., Lin, J., Wang, Z.F.: Efficient precision-adjustable architecture for softmax function in deep learning. IEEE T Circuits-II. 67(12), 3382\u20133386 (2020)","journal-title":"IEEE T Circuits-II."},{"key":"1442_CR35","first-page":"327","volume":"16","author":"DJ Yu","year":"2016","unstructured":"Yu, D.J.: Softmax function based intuitionistic fuzzy multi-criteria decision making and applications. Oper Res. 16, 327\u2013348 (2016)","journal-title":"Oper Res."},{"issue":"6","key":"1442_CR36","doi-asserted-by":"crossref","first-page":"579","DOI":"10.1002\/int.21658","volume":"29","author":"R Torres","year":"2014","unstructured":"Torres, R., Salas, R., Astudillo, H.: Time-based hesitant fuzzy information aggregation approach for decision making problems. Int J Intell Syst. 29(6), 579\u2013595 (2014)","journal-title":"Int J Intell Syst."},{"key":"1442_CR37","doi-asserted-by":"crossref","first-page":"121981","DOI":"10.1016\/j.jclepro.2020.121981","volume":"266","author":"F Ecer","year":"2020","unstructured":"Ecer, F., Pamucar, D.: Sustainable supplier selection: a novel integrated fuzzy best worst method (F-BWM) and fuzzy CoCoSo with Bonferroni (CoCoSo\u2019B) multi-criteria model. J Clean Prod. 266, 121981 (2020)","journal-title":"J Clean Prod."},{"issue":"5","key":"1442_CR38","doi-asserted-by":"crossref","first-page":"3813","DOI":"10.1007\/s10462-019-09780-x","volume":"53","author":"XD Peng","year":"2020","unstructured":"Peng, X.D., Zhang, X., Luo, Z.G.: Pythagorean fuzzy MCDM method based on CoCoSo and CRITIC with score function for 5G industry evaluation. Artif Intell Rev. 53(5), 3813\u20133847 (2020)","journal-title":"Artif Intell Rev."},{"issue":"12","key":"1442_CR39","doi-asserted-by":"crossref","first-page":"2009","DOI":"10.1002\/int.22281","volume":"35","author":"HC Liao","year":"2020","unstructured":"Liao, H.C., Qin, R., Wu, D., Yazdani, M., Zavadskas, E.K.: Pythagorean fuzzy combined compromise solution method integrating the cumulative prospect theory and combined weights for cold chain logistics distribution center selection. Int J Intell Syst. 35(12), 2009\u20132031 (2020)","journal-title":"Int J Intell Syst."},{"issue":"4","key":"1442_CR40","doi-asserted-by":"crossref","first-page":"695","DOI":"10.3846\/tede.2020.11920","volume":"26","author":"XD Peng","year":"2020","unstructured":"Peng, X.D., Huang, H.H.: Fuzzy decision making method based on CoCoSo with CRITIC for financial risk evaluation. Technol Econ Dev Eco. 26(4), 695\u2013724 (2020)","journal-title":"Technol Econ Dev Eco."},{"key":"1442_CR41","doi-asserted-by":"crossref","first-page":"113208","DOI":"10.1016\/j.eswa.2020.113208","volume":"148","author":"M Yazdani","year":"2020","unstructured":"Yazdani, M., Chatterjee, P., Pamucar, D., Chakraborty, S.: Development of an integrated decision making model for location selection of logistics centers in the Spanish autonomous communities. Expert Syst Appl. 148, 113208 (2020)","journal-title":"Expert Syst Appl."},{"key":"1442_CR42","doi-asserted-by":"crossref","first-page":"209393","DOI":"10.1109\/ACCESS.2020.3039010","volume":"8","author":"L Svadlenka","year":"2020","unstructured":"Svadlenka, L., Simic, V., Dobrodolac, M., Lazarevic, D., Todorovic, G.: Picture fuzzy decision-making approach for sustainable last-mile delivery. IEEE Access. 8, 209393 (2020)","journal-title":"IEEE Access."},{"key":"1442_CR43","doi-asserted-by":"crossref","first-page":"1857","DOI":"10.1007\/s10462-021-10055-7","volume":"55","author":"X Peng","year":"2022","unstructured":"Peng, X., Li, W.: Spherical fuzzy decision making method based on combined compromise solution for IIoT industry evaluation. Artif Intell Rev. 55, 1857\u20131886 (2022)","journal-title":"Artif Intell Rev."},{"key":"1442_CR44","doi-asserted-by":"crossref","first-page":"117188","DOI":"10.1016\/j.eswa.2022.117188","volume":"200","author":"M Tavana","year":"2022","unstructured":"Tavana, M., Shaabani, A., Di Caprio, D., Bonyani, A.: A novel interval type-2 fuzzy best-worst method and combined compromise solution for evaluating eco-friendly packaging alternatives. Expert Syst Appl. 200, 117188 (2022)","journal-title":"Expert Syst Appl."},{"key":"1442_CR45","doi-asserted-by":"crossref","first-page":"193","DOI":"10.3390\/sym10060193","volume":"10","author":"K Ullah","year":"2018","unstructured":"Ullah, K., Mahmood, T., Jan, N.: Similarity measures for T-spherical fuzzy sets with applications in pattern recognition. Symmetry 10, 193 (2018)","journal-title":"Symmetry"},{"issue":"6","key":"1442_CR46","doi-asserted-by":"crossref","first-page":"1179","DOI":"10.1109\/TFUZZ.2006.890678","volume":"15","author":"ZS Xu","year":"2007","unstructured":"Xu, Z.S.: Intuitionistic fuzzy aggregation operators. IEEE Trans Fuzzy Syst. 15(6), 1179\u20131187 (2007)","journal-title":"IEEE Trans Fuzzy Syst."},{"issue":"2","key":"1442_CR47","doi-asserted-by":"crossref","first-page":"403","DOI":"10.1142\/S0219622016500012","volume":"15","author":"SZ Zeng","year":"2016","unstructured":"Zeng, S.Z., Chen, J.P., Li, X.S.: A hybrid method for Pythagorean fuzzy multiple-criteria decision making. Int J Inf Tech Decis. 15(2), 403\u2013422 (2016)","journal-title":"Int J Inf Tech Decis."},{"issue":"2","key":"1442_CR48","doi-asserted-by":"crossref","first-page":"259","DOI":"10.1002\/int.21927","volume":"33","author":"PD Liu","year":"2018","unstructured":"Liu, P.D., Wang, P.: Some q-rung orthopair fuzzy aggregation operators and their applications to multiple-attribute decision making. Int J Intell Syst. 33(2), 259\u2013280 (2018)","journal-title":"Int J Intell Syst."},{"issue":"2","key":"1442_CR49","doi-asserted-by":"crossref","first-page":"713","DOI":"10.3233\/JIFS-161798","volume":"33","author":"GW Wei","year":"2017","unstructured":"Wei, G.W.: Picture fuzzy aggregation operators and their application to multiple attribute decision making. J Intell Fuzzy Syst. 33(2), 713\u2013724 (2017)","journal-title":"J Intell Fuzzy Syst."},{"key":"1442_CR50","doi-asserted-by":"crossref","first-page":"493","DOI":"10.1002\/int.22062","volume":"34","author":"S Ashraf","year":"2019","unstructured":"Ashraf, S., Abdullah, S.: Spherical aggregation operators and their application in multiattribute group decision-making. Int J Intell Syst. 34, 493\u2013523 (2019)","journal-title":"Int J Intell Syst."},{"key":"1442_CR51","doi-asserted-by":"crossref","first-page":"2829","DOI":"10.3233\/JIFS-172009","volume":"36","author":"S Ashraf","year":"2019","unstructured":"Ashraf, S., Abdullah, S., Mahmood, T., Ghani, F., Mahmood, T.: Spherical fuzzy sets and their applications in multi-attribute decision making problems J. Intell Fuzzy Syst. 36, 2829\u20132844 (2019)","journal-title":"Intell Fuzzy Syst."},{"key":"1442_CR52","doi-asserted-by":"crossref","first-page":"357","DOI":"10.3390\/sym11030357","volume":"11","author":"K Ullah","year":"2019","unstructured":"Ullah, K., Hassan, N., Mahmood, T., Jan, N., Hassan, M.: Evaluation of investment policy based on multi-attribute decision-making using interval valued T-spherical fuzzy aggregation operators. Symmetry. 11, 357 (2019)","journal-title":"Symmetry."},{"key":"1442_CR53","doi-asserted-by":"crossref","first-page":"7408","DOI":"10.1109\/ACCESS.2021.3129807","volume":"10","author":"S Mahnaz","year":"2022","unstructured":"Mahnaz, S., Ali, J., Malik, M.G., Bashir, Z.: T-spherical fuzzy Frank aggregation operators and their application to decision making with unknown weight information. IEEE Access 10, 7408\u20137438 (2022)","journal-title":"IEEE Access"},{"key":"1442_CR54","doi-asserted-by":"crossref","first-page":"1329","DOI":"10.1002\/int.22255","volume":"35","author":"S G\u00fcl","year":"2020","unstructured":"G\u00fcl, S.: Spherical fuzzy extension of DEMATEL (SF-DEMATEL). Int J Intell Syst. 35, 1329\u20131353 (2020)","journal-title":"Int J Intell Syst."},{"issue":"7781","key":"1442_CR55","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1038\/s41586-019-1682-5","volume":"575","author":"G Harper","year":"2019","unstructured":"Harper, G., Sommerville, R., Kendrick, E., et al.: Recycling lithium-ion batteries from electric vehicles. Nature 575(7781), 75\u201386 (2019)","journal-title":"Nature"},{"issue":"11","key":"1442_CR56","doi-asserted-by":"crossref","first-page":"1142","DOI":"10.1177\/0734242X19857130","volume":"37","author":"SQ Zhao","year":"2019","unstructured":"Zhao, S.Q., Li, G.M., He, W.Z., Huang, J.W.: Recovery methods and regulation status of waste lithium-ion batteries in China: a mini review. Waste Manage Res. 37(11), 1142\u20131152 (2019)","journal-title":"Waste Manage Res."},{"key":"1442_CR57","doi-asserted-by":"crossref","first-page":"106231","DOI":"10.1016\/j.cie.2019.106231","volume":"140","author":"\u017d Stevi\u0107","year":"2020","unstructured":"Stevi\u0107, \u017d, Pamu\u010dar, D., Pu\u0161ka, A., Chatterjee, P.: Sustainable supplier selection in healthcare industries using a new MCDM method: Measurement of alternatives and ranking according to compromise solution (MARCOS). Comput Ind Eng. 140, 106231 (2020)","journal-title":"Comput Ind Eng."},{"issue":"6","key":"1442_CR58","first-page":"3","volume":"122","author":"EK Zavadskas","year":"2012","unstructured":"Zavadskas, E.K., Turskis, Z., Antucheviciene, J., Zakarevicius, A.: Optimization of weighted aggregated sum product assessment. Elekton Elektrotech. 122(6), 3\u20136 (2012)","journal-title":"Elekton Elektrotech."},{"issue":"8","key":"1442_CR59","doi-asserted-by":"crossref","first-page":"1311","DOI":"10.3390\/sym12081311","volume":"12","author":"Z Ali","year":"2020","unstructured":"Ali, Z., Mahmood, T., Yang, M.S.: Complex T-spherical fuzzy aggregation operators with application to multi-attribute decision making. Symmetry. 12(8), 1311 (2020)","journal-title":"Symmetry."},{"issue":"1","key":"1442_CR60","first-page":"4033","volume":"32","author":"Z Wen","year":"2019","unstructured":"Wen, Z., Liao, H.C., Zavadskas, E.K., Al-Barakati, A.: Selection third-party logistics service providers in supply chain finance by a hesitant fuzzy linguistic combined compromise solution method. Econ Res-Ekon Istraz. 32(1), 4033\u20134058 (2019)","journal-title":"Econ Res-Ekon Istraz."},{"key":"1442_CR61","doi-asserted-by":"crossref","first-page":"4843","DOI":"10.3390\/ijerph16234843","volume":"16","author":"Z Wen","year":"2019","unstructured":"Wen, Z., Liao, H.C., Ren, R.X., Bai, C.G., et al.: Cold chain logistics management of medicine with an integrated multi-criteria decision-making method. Int J Env Res Pub He. 16, 4843 (2019)","journal-title":"Int J Env Res Pub He."},{"issue":"4","key":"1442_CR62","doi-asserted-by":"crossref","first-page":"269","DOI":"10.3846\/ijspm.2020.12434","volume":"24","author":"ZY Zhang","year":"2020","unstructured":"Zhang, Z.Y., Liao, H.C., Al-Barakati, A., Zavadskas, E.K., Antucheviciene, J.: Supplier selection for housing development by an integrated method with interval rough boundaries. Int J Strateg Prop M. 24(4), 269\u2013284 (2020)","journal-title":"Int J Strateg Prop M."},{"key":"1442_CR63","doi-asserted-by":"crossref","first-page":"102846","DOI":"10.1016\/j.scs.2021.102846","volume":"69","author":"M Deveci","year":"2021","unstructured":"Deveci, M., Pamucar, D., Gokasar, I.: Fuzzy power Heronian function based CoCoSo method for the advantage prioritization of autonomous vehicles in real-time traffic management. Sustain Cities Soc. 69, 102846 (2021)","journal-title":"Sustain Cities Soc."},{"key":"1442_CR64","doi-asserted-by":"crossref","first-page":"2064","DOI":"10.3390\/su13042064","volume":"13","author":"AR Mishra","year":"2021","unstructured":"Mishra, A.R., Rani, P., Krishankumar, R., Zavadskas, E.K., Cavallaro, F., Ravichandran, K.S.: A hesitant fuzzy combined compromise solution framework-based on discrimination measure for ranking sustainable third-party reverse logistic providers. Sustainability. 13, 2064 (2021)","journal-title":"Sustainability."},{"issue":"1","key":"1442_CR65","doi-asserted-by":"crossref","first-page":"120","DOI":"10.1002\/sd.2136","volume":"29","author":"M Alrasheedi","year":"2021","unstructured":"Alrasheedi, M., Mardani, A., Mishra, A.R., Streimikiiene, D., Liao, H.C., Al-nefaie, A.H.: Evaluating the green growth indicators to achieve sustainable development: a novel extended interval-valued intuitionistic fuzzy-combined compromise solution approach. Sustain Dev. 29(1), 120\u2013142 (2021)","journal-title":"Sustain Dev."},{"key":"1442_CR66","doi-asserted-by":"crossref","first-page":"120951","DOI":"10.1016\/j.techfore.2021.120951","volume":"171","author":"YF Cui","year":"2021","unstructured":"Cui, Y.F., Liu, W., Rani, P., Alrasheedi, M.: Internet of things (IoT) adoption barriers for the circular economy using pythagorean fuzzy SWARA-CoCoSo decision-making approach in the manufacturing sector. Technol Forecast Soc Change. 171, 120951 (2021)","journal-title":"Technol Forecast Soc Change."},{"key":"1442_CR67","doi-asserted-by":"crossref","first-page":"5494","DOI":"10.3390\/en14154594","volume":"14","author":"P Rani","year":"2021","unstructured":"Rani, P., Ali, J., Krishankumar, R., Mishra, A.R., Cavallaro, F., Ravichandran, K.S.: An integrated single-valued Neutrosophic combined compromise solution methodology for renewable energy resource selection problem. Energies 14, 5494 (2021)","journal-title":"Energies"},{"key":"1442_CR68","doi-asserted-by":"crossref","first-page":"126047","DOI":"10.1016\/j.jclepro.2021.126047","volume":"292","author":"PD Liu","year":"2021","unstructured":"Liu, P.D., Rani, P., Mishra, A.R.: A novel Pythagorean fuzzy combined compromise solution framework for the assessment of medical waste treatment technology. J Clean Prod. 292, 126047 (2021)","journal-title":"J Clean Prod."},{"key":"1442_CR69","doi-asserted-by":"crossref","first-page":"115354","DOI":"10.1016\/j.eswa.2021.115354","volume":"183","author":"M Yazdani","year":"2021","unstructured":"Yazdani, M., Torkayesh, A.E., Stevic, Z., Chatterjee, P., Ahari, S.A., Hernandez, V.D.: An interval valued neutrosophic decision-making structure for sustainable supplier selection. Expert Syst Appl. 183, 115354 (2021)","journal-title":"Expert Syst Appl."}],"container-title":["International Journal of Fuzzy Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s40815-022-01442-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s40815-022-01442-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s40815-022-01442-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,9]],"date-time":"2025-04-09T14:32:52Z","timestamp":1744209172000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s40815-022-01442-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,1,3]]},"references-count":69,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2023,4]]}},"alternative-id":["1442"],"URL":"https:\/\/doi.org\/10.1007\/s40815-022-01442-5","relation":{},"ISSN":["1562-2479","2199-3211"],"issn-type":[{"value":"1562-2479","type":"print"},{"value":"2199-3211","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,1,3]]},"assertion":[{"value":"8 March 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"18 October 2022","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 November 2022","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"3 January 2023","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}