{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,7]],"date-time":"2026-02-07T20:17:43Z","timestamp":1770495463781,"version":"3.49.0"},"reference-count":59,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2024,4,25]],"date-time":"2024-04-25T00:00:00Z","timestamp":1714003200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,4,25]],"date-time":"2024-04-25T00:00:00Z","timestamp":1714003200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100010221","name":"Higher Education Commission, Pakistan","doi-asserted-by":"publisher","award":["7750\/Federal\/NRPU\/R &D\/HEC\/2017"],"award-info":[{"award-number":["7750\/Federal\/NRPU\/R &D\/HEC\/2017"]}],"id":[{"id":"10.13039\/501100010221","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Comp. Appl. Math."],"published-print":{"date-parts":[[2024,6]]},"DOI":"10.1007\/s40314-024-02686-7","type":"journal-article","created":{"date-parts":[[2024,4,25]],"date-time":"2024-04-25T11:01:37Z","timestamp":1714042897000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Decision-making method under the interval-valued complex fuzzy soft environment"],"prefix":"10.1007","volume":"43","author":[{"given":"Muhammad","family":"Zeeshan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0044-961X","authenticated-orcid":false,"given":"Madad","family":"Khan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Muhammad Ali","family":"Abid","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zubair","family":"Ahmad","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Saima","family":"Anis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,4,25]]},"reference":[{"key":"2686_CR1","doi-asserted-by":"crossref","first-page":"104405","DOI":"10.1109\/ACCESS.2021.3099335","volume":"9","author":"M Ahsan","year":"2021","unstructured":"Ahsan M, Saeed M, Mehmood A, Saeed MH, Asad J (2021) The study of HIV diagnosis using complex fuzzy hypersoft mapping and proposing appropriate treatment. IEEE Access 9:104405\u2013104417","journal-title":"IEEE Access"},{"issue":"4","key":"2686_CR2","first-page":"73","volume":"15","author":"M Akram","year":"2018","unstructured":"Akram M, Feng F, Borumand Saeid A, Leoreanu-Fotea V (2018) A new multiple criteria decision-making method based on bipolar fuzzy soft graphs. Iran J Fuzzy Syst 15(4):73\u201392","journal-title":"Iran J Fuzzy Syst"},{"key":"2686_CR3","first-page":"1","volume":"2021","author":"M Akram","year":"2021","unstructured":"Akram M, Shabir M, Adeel A, Al-Kenani AN (2021a) A multiattribute decision-making framework: VIKOR method with complex spherical fuzzy-soft sets. Math Problems Eng 2021:1\u201325","journal-title":"Math Problems Eng"},{"key":"2686_CR4","first-page":"1","volume":"2021","author":"M Akram","year":"2021","unstructured":"Akram M, Shabir M, Al-Kenani AN, Alcantud JCR (2021b) Hybrid decision-making frameworks under complex spherical fuzzy-soft sets. J Math 2021:1\u201346","journal-title":"J Math"},{"key":"2686_CR5","doi-asserted-by":"crossref","unstructured":"Akram M, Shumaiza, Rodr\u00edguez Alcantud JC (2023) Extended VIKOR method based with complex bipolar fuzzy sets. In: Multi-criteria decision making methods with bipolar fuzzy sets. Springer Nature Singapore, Singapore, pp 93\u2013122","DOI":"10.1007\/978-981-99-0569-0_4"},{"issue":"1","key":"2686_CR6","first-page":"107","volume":"1","author":"Z Ali","year":"2022","unstructured":"Ali Z (2022) Decision-making techniques based on complex intuitionistic fuzzy power interaction aggregation operators and their applications. J Innov Res Math Comput Sci 1(1):107\u2013125","journal-title":"J Innov Res Math Comput Sci"},{"issue":"16","key":"2686_CR7","doi-asserted-by":"crossref","first-page":"1922","DOI":"10.3390\/math9161922","volume":"9","author":"Z Ali","year":"2021","unstructured":"Ali Z, Mahmood T, Aslam M, Chinram R (2021) Another view of complex intuitionistic fuzzy soft sets based on prioritized aggregation operators and their applications to multiattribute decision making. Mathematics 9(16):1922","journal-title":"Mathematics"},{"issue":"1","key":"2686_CR8","doi-asserted-by":"crossref","first-page":"383","DOI":"10.3233\/JIFS-191350","volume":"39","author":"AUM Alkouri","year":"2020","unstructured":"Alkouri AUM, Massa\u2019deh MO, Ali M (2020) On bipolar complex fuzzy sets and its application. J Intell Fuzzy Syst 39(1):383\u2013397","journal-title":"J Intell Fuzzy Syst"},{"key":"2686_CR9","first-page":"1","volume":"20","author":"K Atanassov","year":"2016","unstructured":"Atanassov K (2016) Intuitionistic fuzzy sets. Int J Bioautom 20:1","journal-title":"Int J Bioautom"},{"issue":"4","key":"2686_CR10","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1007\/s40314-021-01501-x","volume":"40","author":"M Atef","year":"2021","unstructured":"Atef M, Ali MI, Al-shami TM (2021) Fuzzy soft covering-based multi-granulation fuzzy rough sets and their applications. Comput Appl Math 40(4):115","journal-title":"Comput Appl Math"},{"key":"2686_CR11","doi-asserted-by":"crossref","first-page":"2632","DOI":"10.1007\/s40314-017-0469-2","volume":"37","author":"I Beg","year":"2018","unstructured":"Beg I, Rashid T, Jamil RN (2018) Human attitude analysis based on fuzzy soft differential equations with Bonferroni mean. Comput Appl Math 37:2632\u20132647","journal-title":"Comput Appl Math"},{"issue":"8","key":"2686_CR12","doi-asserted-by":"crossref","first-page":"1255","DOI":"10.3390\/math8081255","volume":"8","author":"SS Begam","year":"2020","unstructured":"Begam SS, Selvachandran G, Ngan TT, Sharma R (2020) Similarity measure of lattice ordered multi-fuzzy soft sets based on set theoretic approach and its application in decision making. Mathematics 8(8):1255","journal-title":"Mathematics"},{"issue":"2","key":"2686_CR13","doi-asserted-by":"crossref","first-page":"94","DOI":"10.26599\/BDMA.2020.9020020","volume":"4","author":"N Bhardwaj","year":"2021","unstructured":"Bhardwaj N, Sharma P (2021) An advanced uncertainty measure using fuzzy soft sets: application to decision-making problems. Big Data Min Anal 4(2):94\u2013103","journal-title":"Big Data Min Anal"},{"issue":"6","key":"2686_CR14","doi-asserted-by":"crossref","first-page":"549","DOI":"10.3390\/math7060549","volume":"7","author":"S Dai","year":"2019","unstructured":"Dai S, Bi L, Hu B (2019) Distance measures between the interval-valued complex fuzzy sets. Mathematics 7(6):549","journal-title":"Mathematics"},{"key":"2686_CR15","doi-asserted-by":"crossref","first-page":"105546","DOI":"10.1109\/ACCESS.2019.2932267","volume":"7","author":"JP Fan","year":"2019","unstructured":"Fan JP, Cheng R, Wu MQ (2019) Extended EDAS methods for multi-criteria group decision-making based on IV-CFSWAA and IV-CFSWGA operators with interval-valued complex fuzzy soft information. IEEE Access 7:105546\u2013105561","journal-title":"IEEE Access"},{"key":"2686_CR16","doi-asserted-by":"crossref","first-page":"1486","DOI":"10.1002\/ima.22551","volume":"31","author":"SK Ghosh","year":"2021","unstructured":"Ghosh SK, Ghosh A (2021) A novel intuitionistic fuzzy soft set based colonogram enhancement for polyps localization. Int J Imaging Syst Technol 31:1486\u20131502","journal-title":"Int J Imaging Syst Technol"},{"key":"2686_CR17","doi-asserted-by":"crossref","DOI":"10.1016\/j.eswa.2020.114329","volume":"169","author":"SK Ghosh","year":"2021","unstructured":"Ghosh SK, Mitra A, Ghosh A (2021) A novel intuitionistic fuzzy soft set entrenched mammogram segmentation under multigranulation approximation for breast cancer detection in early stages. Expert Syst Appl 169:114329","journal-title":"Expert Syst Appl"},{"key":"2686_CR18","doi-asserted-by":"crossref","unstructured":"Greenfield S, Chiclana F, Dick S (2016) Interval-valued complex fuzzy logic. In: 2016 IEEE international conference on fuzzy systems (FUZZ-IEEE). IEEE, pp 2014\u20132019","DOI":"10.1109\/FUZZ-IEEE.2016.7737939"},{"key":"2686_CR19","doi-asserted-by":"crossref","first-page":"473","DOI":"10.1016\/j.aej.2022.12.003","volume":"67","author":"J Gwak","year":"2023","unstructured":"Gwak J, Garg H, Jan N (2023) Hybrid integrated decision-making algorithm for clustering analysis based on a bipolar complex fuzzy and soft sets. Alex Eng J 67:473\u2013487","journal-title":"Alex Eng J"},{"issue":"21","key":"2686_CR20","doi-asserted-by":"crossref","first-page":"13353","DOI":"10.1007\/s00500-021-06181-7","volume":"25","author":"K Hayat","year":"2021","unstructured":"Hayat K, Tariq Z, Lughofer E, Aslam MF (2021) New aggregation operators on group-based generalized intuitionistic fuzzy soft sets. Soft Comput 25(21):13353\u201313364","journal-title":"Soft Comput"},{"issue":"2","key":"2686_CR21","doi-asserted-by":"crossref","first-page":"2247","DOI":"10.3233\/JIFS-172264","volume":"35","author":"B Hu","year":"2018","unstructured":"Hu B, Bi L, Dai S, Li S (2018) Distances of complex fuzzy sets and continuity of complex fuzzy operations. J Intell Fuzzy Syst 35(2):2247\u20132255","journal-title":"J Intell Fuzzy Syst"},{"issue":"2","key":"2686_CR22","first-page":"18","volume":"1","author":"A Hussain","year":"2022","unstructured":"Hussain A, Ali S, Ullah K (2022) A novel approach of picture fuzzy sets with unknown degree of weights based on Schweizer\u2013Sklar aggregation operators. J Innov Res Math Comput Sci 1(2):18\u201339","journal-title":"J Innov Res Math Comput Sci"},{"issue":"18","key":"2686_CR23","doi-asserted-by":"crossref","first-page":"14179","DOI":"10.1007\/s00500-020-04787-x","volume":"24","author":"AM Khalil","year":"2020","unstructured":"Khalil AM, Li SG, Lin Y, Li HX, Ma SG (2020) A new expert system in prediction of lung cancer disease based on fuzzy soft sets. Soft Comput 24(18):14179\u201314207","journal-title":"Soft Comput"},{"key":"2686_CR24","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1016\/j.neucom.2012.04.011","volume":"94","author":"C Li","year":"2012","unstructured":"Li C, Wu T, Chan FT (2012) Self-learning complex neuro-fuzzy system with complex fuzzy sets and its application to adaptive image noise canceling. Neurocomputing 94:121\u2013139","journal-title":"Neurocomputing"},{"issue":"3","key":"2686_CR25","doi-asserted-by":"crossref","first-page":"3351","DOI":"10.3233\/JIFS-191718","volume":"39","author":"P Liu","year":"2020","unstructured":"Liu P, Ali Z, Mahmood T (2020) The distance measures and cross-entropy based on complex fuzzy sets and their application in decision making. J Intell Fuzzy Syst 39(3):3351\u20133374","journal-title":"J Intell Fuzzy Syst"},{"key":"2686_CR26","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s40314-019-0767-y","volume":"38","author":"X Ma","year":"2019","unstructured":"Ma X, Zhan J, Khan M, Zeeshan M, Anis S, Awan AS (2019) Complex fuzzy sets with applications in signals. Comput Appl Math 38:1\u201334","journal-title":"Comput Appl Math"},{"issue":"6","key":"2686_CR27","first-page":"3226","volume":"51","author":"X Ma","year":"2021","unstructured":"Ma X, Fei Q, Qin H, Li H, Chen W (2021) A new efficient decision making algorithm based on interval-valued fuzzy soft set. Appl Intell 51(6):3226\u20133240","journal-title":"Appl Intell"},{"key":"2686_CR28","doi-asserted-by":"crossref","first-page":"2255","DOI":"10.1007\/s40747-021-00373-2","volume":"7","author":"T Mahmood","year":"2021","unstructured":"Mahmood T, Ur Rehman U, Ali Z (2021) A novel complex fuzzy N-soft sets and their decision-making algorithm. Complex Intell Syst 7:2255\u20132280","journal-title":"Complex Intell Syst"},{"key":"2686_CR29","doi-asserted-by":"crossref","unstructured":"Maji PK (2009) More on intuitionistic fuzzy soft sets. In: International workshop on rough sets, fuzzy sets, data mining, and granular-soft computing. Springer, Berlin, pp 231\u2013240","DOI":"10.1007\/978-3-642-10646-0_28"},{"key":"2686_CR30","unstructured":"Maji PK, Roy AR, Biswas R (2001) Fuzzy Soft Sets. J Fuzzy Math 9: 589\u2013602"},{"key":"2686_CR31","doi-asserted-by":"crossref","first-page":"88583","DOI":"10.1109\/ACCESS.2021.3089849","volume":"9","author":"S Memi\u015f","year":"2021","unstructured":"Memi\u015f S, Engino\u011flu S, Erkan U (2021a) Numerical data classification via distance-based similarity measures of fuzzy parameterized fuzzy soft matrices. IEEE Access 9:88583\u201388601","journal-title":"IEEE Access"},{"issue":"2","key":"2686_CR32","first-page":"59","volume":"10","author":"S Memi\u015f","year":"2021","unstructured":"Memi\u015f S, Arslan B, Aydin T, Engino\u011flu S, Camci \u00c7 (2021b) A classification method based on Hamming pseudo-similarity of intuitionistic fuzzy parameterized intuitionistic fuzzy soft matrices. J New Results Sci 10(2):59\u201376","journal-title":"J New Results Sci"},{"issue":"4","key":"2686_CR33","doi-asserted-by":"crossref","first-page":"298","DOI":"10.5391\/IJFIS.2020.20.4.298","volume":"20","author":"J Mo\u010dko\u0159","year":"2020","unstructured":"Mo\u010dko\u0159 J (2020) Powerset theory of fuzzy soft sets. Int J Fuzzy Log Intell Syst 20(4):298\u2013315","journal-title":"Int J Fuzzy Log Intell Syst"},{"issue":"10","key":"2686_CR34","doi-asserted-by":"crossref","first-page":"6915","DOI":"10.1007\/s00500-021-05769-3","volume":"25","author":"J Mo\u010dko\u0159","year":"2021","unstructured":"Mo\u010dko\u0159 J, Hurt\u00edk P (2021) Approximations of fuzzy soft sets by fuzzy soft relations with image processing application. Soft Comput 25(10):6915\u20136925","journal-title":"Soft Comput"},{"issue":"2","key":"2686_CR35","doi-asserted-by":"crossref","first-page":"94","DOI":"10.4018\/IJSIR.2021040106","volume":"12","author":"RK Mohanty","year":"2021","unstructured":"Mohanty RK, Tripathy BK (2021) Recommending turmeric variety for higher production using interval-valued fuzzy soft set model and PSO. Int J Swarm Intell Res (IJSIR) 12(2):94\u2013110","journal-title":"Int J Swarm Intell Res (IJSIR)"},{"issue":"4\u20135","key":"2686_CR36","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1016\/S0898-1221(99)00056-5","volume":"37","author":"D Molodtsov","year":"1999","unstructured":"Molodtsov D (1999) Soft set theory\u2014first results. Comput Math Appl 37(4\u20135):19\u201331","journal-title":"Comput Math Appl"},{"key":"2686_CR37","unstructured":"Patrascu V (2015) Similarity, cardinality and entropy for bipolar fuzzy set in the framework of penta-valued representation. arXiv preprint arXiv:1506.02060"},{"issue":"5","key":"2686_CR38","doi-asserted-by":"crossref","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"},{"issue":"11","key":"2686_CR39","doi-asserted-by":"crossref","first-page":"1133","DOI":"10.1002\/int.21738","volume":"30","author":"X Peng","year":"2015","unstructured":"Peng X, Yang Y (2015) Some results for Pythagorean fuzzy sets. Int J Intell Syst 30(11):1133\u20131160","journal-title":"Int J Intell Syst"},{"issue":"6","key":"2686_CR40","doi-asserted-by":"crossref","first-page":"4213","DOI":"10.1007\/s00500-020-05437-y","volume":"25","author":"X Peng","year":"2021","unstructured":"Peng X, Krishankumar R, Ravichandran KS (2021) A novel interval-valued fuzzy soft decision-making method based on CoCoSo and CRITIC for intelligent healthcare management evaluation. Soft Comput 25(6):4213\u20134241","journal-title":"Soft Comput"},{"key":"2686_CR41","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s40314-020-1083-2","volume":"39","author":"S Petchimuthu","year":"2020","unstructured":"Petchimuthu S, Garg H, Kamac\u0131 H, Atag\u00fcn AO (2020) The mean operators and generalized products of fuzzy soft matrices and their applications in MCGDM. Comput Appl Math 39:1\u201332","journal-title":"Comput Appl Math"},{"issue":"12","key":"2686_CR42","doi-asserted-by":"crossref","first-page":"2274","DOI":"10.3390\/sym13122274","volume":"13","author":"H Qin","year":"2021","unstructured":"Qin H, Wang Y, Ma X, Wang J (2021) A novel approach to decision making based on interval-valued fuzzy soft set. Symmetry 13(12):2274","journal-title":"Symmetry"},{"key":"2686_CR43","doi-asserted-by":"crossref","first-page":"6204","DOI":"10.1109\/ACCESS.2023.3347043","volume":"12","author":"M Qiyas","year":"2024","unstructured":"Qiyas M, Naeem M, Khan N, Khan S, Khan F (2024) Confidence levels bipolar complex fuzzy aggregation operators and their application in decision making problem. IEEE Access 12:6204\u20136214","journal-title":"IEEE Access"},{"issue":"1","key":"2686_CR44","first-page":"22","volume":"46","author":"AU Rahman","year":"2021","unstructured":"Rahman AU, Saeed M, Khalid A, Ahmad MR, Ayaz S (2021) Decision-making application based on aggregations of complex fuzzy hypersoft set and development of interval-valued complex fuzzy hypersoft set. Neutrosophic Sets Syst 46(1):22","journal-title":"Neutrosophic Sets Syst"},{"issue":"2","key":"2686_CR45","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1109\/91.995119","volume":"10","author":"D Ramot","year":"2002","unstructured":"Ramot D, Milo R, Friedman M, Kandel A (2002) Complex fuzzy sets. IEEE Trans Fuzzy Syst 10(2):171\u2013186","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"2686_CR46","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1155\/2023\/5467353","volume":"2023","author":"HH Sakr","year":"2023","unstructured":"Sakr HH, Muse AH, Mohamed MS, Ateya SF (2023) Applications on bipolar vague soft sets. J Math 2023:1\u201325","journal-title":"J Math"},{"issue":"12","key":"2686_CR47","doi-asserted-by":"crossref","first-page":"319","DOI":"10.3390\/sym9120319","volume":"9","author":"M Sarwar","year":"2017","unstructured":"Sarwar M, Akram M (2017) New applications of m-polar fuzzy matroids. Symmetry 9(12):319","journal-title":"Symmetry"},{"key":"2686_CR48","doi-asserted-by":"crossref","unstructured":"Selvachandran G, Salleh AR (2017) Interval-valued complex fuzzy soft sets. In: AIP conference proceedings, vol 1830, no 1. AIP Publishing LLC, p 070009","DOI":"10.1063\/1.4980958"},{"issue":"2","key":"2686_CR49","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1615\/Int.J.UncertaintyQuantification.2018020362","volume":"8","author":"G Selvachandran","year":"2018","unstructured":"Selvachandran G, Singh PK (2018) Interval-valued complex fuzzy soft set and its application. Int J Uncertain Quantif 8(2):101\u2013117","journal-title":"Int J Uncertain Quantif"},{"key":"2686_CR50","doi-asserted-by":"crossref","unstructured":"Singh A (2021) Modified non-linear programming methodology for multi-attribute decision-making problem with interval-valued intuitionistic fuzzy soft sets information. In: 2021 2nd Global conference for advancement in technology (GCAT). IEEE, pp 1\u20139","DOI":"10.1109\/GCAT52182.2021.9587593"},{"issue":"10","key":"2686_CR51","first-page":"13","volume":"3","author":"P Thirunavukarasu","year":"2017","unstructured":"Thirunavukarasu P, Suresh R, Ashokkumar V (2017) Theory of complex fuzzy soft set and its applications. Int J Innov Res Sci Technol 3(10):13\u201318","journal-title":"Int J Innov Res Sci Technol"},{"issue":"3","key":"2686_CR52","doi-asserted-by":"crossref","first-page":"521","DOI":"10.1016\/j.camwa.2009.04.019","volume":"58","author":"X Yang","year":"2009","unstructured":"Yang X, Lin TY, Yang J, Li Y, Yu D (2009) Combination of interval-valued fuzzy set and soft set. Comput Math Appl 58(3):521\u2013527","journal-title":"Comput Math Appl"},{"issue":"3","key":"2686_CR53","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":"1","key":"2686_CR54","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1007\/s40314-021-01754-6","volume":"41","author":"Z Zarars\u0131z","year":"2022","unstructured":"Zarars\u0131z Z, Riaz M (2022) Bipolar fuzzy metric spaces with application. Comput Math Appl 41(1):49","journal-title":"Comput Math Appl"},{"issue":"4","key":"2686_CR55","first-page":"147","volume":"19","author":"M Zeeshan","year":"2022","unstructured":"Zeeshan M, Khan M (2022) Complex fuzzy sets with applications in decision-making. Iran J Fuzzy Syst 19(4):147\u2013163","journal-title":"Iran J Fuzzy Syst"},{"issue":"3","key":"2686_CR56","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1007\/s40314-022-01795-5","volume":"41","author":"M Zeeshan","year":"2022","unstructured":"Zeeshan M, Khan M, Iqbal S (2022) Distance function of complex fuzzy soft sets with application in signals. Comput Appl Math 41(3):96","journal-title":"Comput Appl Math"},{"key":"2686_CR57","unstructured":"Zhang WR (1994) Bipolar fuzzy sets and relations: a computational framework for cognitive modeling and multiagent decision analysis. In: NAFIPS\/IFIS\/NASA\u201994. Proceedings of the first international joint conference of the North American fuzzy information processing society biannual conference. The Industrial Fuzzy Control and Intelligence. IEEE, pp 305\u2013309"},{"issue":"8","key":"2686_CR58","doi-asserted-by":"crossref","first-page":"1227","DOI":"10.1016\/j.ijar.2009.05.010","volume":"50","author":"G Zhang","year":"2009","unstructured":"Zhang G, Dillon TS, Cai KY, Ma J, Lu J (2009) Operation properties and $$\\delta $$-equalities of complex fuzzy sets. Int J Approx Reason 50(8):1227\u20131249","journal-title":"Int J Approx Reason"},{"key":"2686_CR59","first-page":"1","volume":"2021","author":"RM Zulqarnain","year":"2021","unstructured":"Zulqarnain RM, Xin XL, Saqlain M, Khan WA (2021) TOPSIS method based on the correlation coefficient of interval-valued intuitionistic fuzzy soft sets and aggregation operators with their application in decision-making. J Math 2021:1\u201316","journal-title":"J Math"}],"container-title":["Computational and Applied Mathematics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s40314-024-02686-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s40314-024-02686-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s40314-024-02686-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,11]],"date-time":"2024-06-11T02:22:38Z","timestamp":1718072558000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s40314-024-02686-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4,25]]},"references-count":59,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2024,6]]}},"alternative-id":["2686"],"URL":"https:\/\/doi.org\/10.1007\/s40314-024-02686-7","relation":{},"ISSN":["2238-3603","1807-0302"],"issn-type":[{"value":"2238-3603","type":"print"},{"value":"1807-0302","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,4,25]]},"assertion":[{"value":"15 August 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"23 January 2024","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"29 February 2024","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"25 April 2024","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}],"article-number":"203"}}