{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T00:05:46Z","timestamp":1777334746339,"version":"3.51.4"},"reference-count":49,"publisher":"Springer Science and Business Media LLC","issue":"10","license":[{"start":{"date-parts":[[2022,5,26]],"date-time":"2022-05-26T00:00:00Z","timestamp":1653523200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,5,26]],"date-time":"2022-05-26T00:00:00Z","timestamp":1653523200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["51807124"],"award-info":[{"award-number":["51807124"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Natural Science Foundation of China\u2019s Hebei Province","award":["E2021210069"],"award-info":[{"award-number":["E2021210069"]}]},{"name":"Young Top-notch Talents project of Education Department of China\u2019s Hebei Province","award":["BJ2020054"],"award-info":[{"award-number":["BJ2020054"]}]},{"name":"postgraduates innovation fund of Shijiazhuang Tiedao University","award":["YC2021069"],"award-info":[{"award-number":["YC2021069"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int. J. Mach. Learn. & Cyber."],"published-print":{"date-parts":[[2022,10]]},"DOI":"10.1007\/s13042-022-01573-z","type":"journal-article","created":{"date-parts":[[2022,5,26]],"date-time":"2022-05-26T04:02:48Z","timestamp":1653537768000},"page":"2929-2942","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":14,"title":["Multi-objective optimization based on hyperparameter random forest regression for linear motor design"],"prefix":"10.1007","volume":"13","author":[{"given":"Cheng","family":"Wen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qiankai","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mingye","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jingna","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mingwei","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xingqiao","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,5,26]]},"reference":[{"issue":"3","key":"1573_CR1","doi-asserted-by":"publisher","first-page":"1268","DOI":"10.1109\/TIA.2013.2252597","volume":"49","author":"Y Duan","year":"2013","unstructured":"Duan Y, Dan M (2013) A review of recent developments in electrical machine design optimization methods with a permanent-magnet synchronous motor benchmark study. IEEE Trans Ind Appl 49(3):1268\u20131275","journal-title":"IEEE Trans Ind Appl"},{"issue":"3","key":"1573_CR2","doi-asserted-by":"publisher","first-page":"1411","DOI":"10.1109\/TEC.2019.2915821","volume":"34","author":"X Huang","year":"2019","unstructured":"Huang X, Li T et al (2019) Detent force, thrust, and normal force of the short-primary double-sided permanent magnet linear synchronous motor with slot-shift structure. IEEE Trans Ener Conv 34(3):1411\u20131421","journal-title":"IEEE Trans Ener Conv"},{"issue":"3","key":"1573_CR3","doi-asserted-by":"publisher","first-page":"1532","DOI":"10.1109\/TEC.2019.2912873","volume":"34","author":"Q Tan","year":"2019","unstructured":"Tan Q, Huang X, Li L, Wang M (2019) Analysis of flux linkage and detent force for a modular tubular permanent magnet synchronous linear motor with large slots. IEEE Trans Energy Convers 34(3):1532\u20131541","journal-title":"IEEE Trans Energy Convers"},{"issue":"2","key":"1573_CR4","doi-asserted-by":"publisher","first-page":"1855","DOI":"10.1109\/TIE.2017.2745475","volume":"65","author":"SG Min","year":"2018","unstructured":"Min SG, Sarlioglu B (2018) 3-D performance analysis and multi-objective optimization of coreless-type PM linear synchronous motors. IEEE Trans Ind Electron 65(2):1855\u20131864","journal-title":"IEEE Trans Ind Electron"},{"issue":"2","key":"1573_CR5","doi-asserted-by":"publisher","first-page":"1014","DOI":"10.1109\/TEC.2020.3026334","volume":"36","author":"G Lv","year":"2021","unstructured":"Lv G, Zeng D, Zhou T, Degano M (2021) A complete equivalent circuit for linear induction motors with laterally asymmetric secondary for urban railway transit. IEEE Trans Ener Conv 36(2):1014\u20131022","journal-title":"IEEE Trans Ener Conv"},{"issue":"4","key":"1573_CR6","first-page":"1","volume":"30","author":"R Cao","year":"2020","unstructured":"Cao R, Su E, Lu M (2020) Comparative study of permanent magnet assisted linear switched reluctance motor and linear flux switching permanent magnet motor for railway transportation. IEEE Trans Appl Supercond 30(4):1\u20135","journal-title":"IEEE Trans Appl Supercond"},{"issue":"12","key":"1573_CR7","doi-asserted-by":"publisher","first-page":"9394","DOI":"10.1109\/TIE.2019.2892676","volume":"66","author":"R Cao","year":"2019","unstructured":"Cao R, Lu M, Jiang N, Cheng M (2019) Comparison between linear induction motor and linear flux-switching permanent-magnet motor for railway transportation. IEEE Trans Ind Electron 66(12):9394\u20139405","journal-title":"IEEE Trans Ind Electron"},{"issue":"2","key":"1573_CR8","doi-asserted-by":"publisher","first-page":"680","DOI":"10.1109\/TEC.2018.2867625","volume":"34","author":"R Cao","year":"2019","unstructured":"Cao R, Jin Y, Zhang Z, Cheng M (2019) A new double-sided linear flux-switching permanent magnet motor with yokeless mover for electromagnetic launch system. IEEE Trans Energy Convers 34(2):680\u2013690","journal-title":"IEEE Trans Energy Convers"},{"issue":"9","key":"1573_CR9","doi-asserted-by":"publisher","first-page":"7569","DOI":"10.1109\/TIE.2018.2798592","volume":"65","author":"R Cao","year":"2018","unstructured":"Cao R, Jin Y, Lu M, Zhang Z (2018) Quantitative comparison of linear flux-switching permanent magnet motor with linear induction motor for electromagnetic launch system. IEEE Trans Ind Electron 65(9):7569\u20137578","journal-title":"IEEE Trans Ind Electron"},{"issue":"2","key":"1573_CR10","doi-asserted-by":"publisher","first-page":"815","DOI":"10.1109\/TMECH.2019.2961175","volume":"25","author":"J Song","year":"2020","unstructured":"Song J, Zhao J, Dong F et al (2020) Demagnetization fault detection for double-sided permanent magnet linear motor based on three-line magnetic signal signature analysis. IEEE Trans Mechatron 25(2):815\u2013527","journal-title":"IEEE Trans Mechatron"},{"key":"1573_CR11","doi-asserted-by":"publisher","first-page":"117120","DOI":"10.1109\/ACCESS.2021.3105748","volume":"9","author":"N Ullah","year":"2021","unstructured":"Ullah N, Khan F, Basit A et al (2021) Analytical airgap field model and experimental validation of double-sided hybrid excited linear flux switching machine. IEEE Access 9:117120\u2013117131","journal-title":"IEEE Access"},{"issue":"2","key":"1573_CR12","doi-asserted-by":"publisher","first-page":"1837","DOI":"10.1109\/TIE.2017.2696492","volume":"65","author":"Y Shen","year":"2018","unstructured":"Shen Y, Lu Q, Li H et al (2018) Analysis of a novel double-sided yokeless multitooth linear switched-flux PM motor. IEEE Trans Ind Electron 65(2):1837\u20131845","journal-title":"IEEE Trans Ind Electron"},{"issue":"4","key":"1573_CR13","doi-asserted-by":"publisher","first-page":"2998","DOI":"10.1109\/TEC.2021.3066073","volume":"36","author":"R Cao","year":"2021","unstructured":"Cao R, Shen D, Hua W (2021) Research on detent force characteristics of a linear flux-switching permanent-magnet Motor. IEEE Trans Ener Conv 36(4):2998\u20133006","journal-title":"IEEE Trans Ener Conv"},{"issue":"7","key":"1573_CR14","doi-asserted-by":"publisher","first-page":"4104","DOI":"10.1109\/TMAG.2013.2237761","volume":"49","author":"J Shin","year":"2013","unstructured":"Shin J, Koseki T, Kim H (2013) Proposal of double-sided transverse flux linear synchronous motor and a simplified design for maximum thrust in non-saturation region. IEEE Trans Magn 49(7):4104\u20134108","journal-title":"IEEE Trans Magn"},{"issue":"10","key":"1573_CR15","doi-asserted-by":"publisher","first-page":"3252","DOI":"10.1109\/TMAG.2011.2151275","volume":"47","author":"S Zhou","year":"2011","unstructured":"Zhou S, Yu H, Hu M et al (2011) Reduction of cogging force in a linear flux-switching permanent-magnet brushless AC machine for direct-drive applications. IEEE Trans Magn 47(10):3252\u20133255","journal-title":"IEEE Trans Magn"},{"issue":"6","key":"1573_CR16","doi-asserted-by":"publisher","first-page":"4231","DOI":"10.1109\/TIE.2018.2851996","volume":"66","author":"G Lv","year":"2019","unstructured":"Lv G, Zhou T, Zeng D, Liu Z (2019) Influence of secondary constructions on transverse forces of linear induction motors in curve rails for urban rail transit. IEEE Trans Ind Electron 66(6):4231\u20134239","journal-title":"IEEE Trans Ind Electron"},{"issue":"6","key":"1573_CR17","doi-asserted-by":"publisher","first-page":"2863","DOI":"10.1109\/TMAG.2009.2018778","volume":"45","author":"Y Zhu","year":"2009","unstructured":"Zhu Y, Lee S, Chung KS, Cho YH (2009) Investigation of auxiliary poles design criteria on reduction of end effect of detent force for PMLSM. IEEE Trans Magn 45(6):2863\u20132866","journal-title":"IEEE Trans Magn"},{"issue":"10","key":"1573_CR18","doi-asserted-by":"publisher","first-page":"7603","DOI":"10.1109\/TIE.2018.2881942","volume":"66","author":"Z Zhang","year":"2019","unstructured":"Zhang Z, Tang X, Zhang C (2019) Novel decoupling modular permanent magnet Flux-Switching Linear Motor. IEEE Trans Ind Electron 66(10):7603\u20137612","journal-title":"IEEE Trans Ind Electron"},{"issue":"3","key":"1573_CR19","doi-asserted-by":"publisher","first-page":"1910","DOI":"10.1109\/TEC.2020.3046139","volume":"36","author":"P Naderi","year":"2021","unstructured":"Naderi P, Heidary M (2021) A novel permanent magnet flux-switching linear motor performance analysis by flexible MEC method. IEEE Trans Ener Conv 36(3):1910\u20131918","journal-title":"IEEE Trans Ener Conv"},{"issue":"11","key":"1573_CR20","first-page":"1","volume":"51","author":"S Zhu","year":"2015","unstructured":"Zhu S, Cheng M, Hua W et al (2015) Finite element analysis of flux-switching PM machine considering oversaturation and irreversible demagnetization. IEEE Trans Magn 51(11):1\u20134","journal-title":"IEEE Trans Magn"},{"issue":"5","key":"1573_CR21","doi-asserted-by":"publisher","first-page":"4198","DOI":"10.1109\/TIA.2018.2836953","volume":"54","author":"J Song","year":"2018","unstructured":"Song J, Zhao J, Dong F et al (2018) A novel regression modeling method for PMSLM structural design optimization using a distance-weighted KNN algorithm. IEEE Trans Ind Appl 54(5):4198\u20134206","journal-title":"IEEE Trans Ind Appl"},{"issue":"3","key":"1573_CR22","doi-asserted-by":"publisher","first-page":"98","DOI":"10.23919\/CJEE.2020.000023","volume":"6","author":"W Wang","year":"2020","unstructured":"Wang W, Zhao J, Zhou Y, Dong F (2020) New optimization design method for a double secondary linear motor based on R-DNN modeling method and MCS optimization algorithm. Chin J Electr Eng 6(3):98\u2013105","journal-title":"Chin J Electr Eng"},{"issue":"6","key":"1573_CR23","doi-asserted-by":"publisher","first-page":"4634","DOI":"10.1109\/TIE.2020.2988233","volume":"68","author":"W Zhao","year":"2021","unstructured":"Zhao W, Yao T, Xu L et al (2021) Multi-objective optimization design of a modular linear permanent-magnet vernier machine by combined approximation models and differential evolution. IEEE Trans Ind Electron 68(6):4634\u20134645","journal-title":"IEEE Trans Ind Electron"},{"key":"1573_CR24","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2019.109254","volume":"113","author":"Y Li","year":"2019","unstructured":"Li Y, Liu K (2019) Data driven health estimation and lifetime prediction of lithium-ion batteries: a review. Renew Sustain Energy Rev 113:109254","journal-title":"Renew Sustain Energy Rev"},{"key":"1573_CR25","doi-asserted-by":"publisher","first-page":"747","DOI":"10.1007\/s13042-020-01096-5","volume":"11","author":"X Wang","year":"2020","unstructured":"Wang X, Zhao Y, Pourpanah F (2020) Recent advances in deep learning. Int J Mach Learn Cybern 11:747\u2013750","journal-title":"Int J Mach Learn Cybern"},{"issue":"2","key":"1573_CR26","doi-asserted-by":"publisher","first-page":"1001","DOI":"10.1109\/TIE.2018.2835413","volume":"66","author":"J Song","year":"2019","unstructured":"Song J, Dong F, Zhao J et al (2019) An efficient multiobjective design optimization method for a PMSLM based on an extreme learning machine. IEEE Trans Ind Electron 66(2):1001\u20131011","journal-title":"IEEE Trans Ind Electron"},{"issue":"9","key":"1573_CR27","doi-asserted-by":"publisher","first-page":"3230","DOI":"10.1109\/TCYB.2018.2836804","volume":"49","author":"X Chen","year":"2019","unstructured":"Chen X, Sun W, Wang B, Li Z, Wang X, Ye Y (2019) Spectral clustering of customer transaction data with a two-level subspace weighting method. IEEE Trans Cybern 49(9):3230\u20133241","journal-title":"IEEE Trans Cybern"},{"issue":"2","key":"1573_CR28","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1109\/MSMC.2016.2557479","volume":"2","author":"X Wang","year":"2016","unstructured":"Wang X, He Y (2016) learning from uncertainty for big data: future analytical challenges and strategies. IEEE Syst Man Cybern Mag 2(2):26\u201331","journal-title":"IEEE Syst Man Cybern Mag"},{"key":"1573_CR29","doi-asserted-by":"publisher","first-page":"180235","DOI":"10.1109\/ACCESS.2019.2952107","volume":"7","author":"A Javeed","year":"2019","unstructured":"Javeed A, Zhou S et al (2019) An intelligent learning system based on random search algorithm and optimized random forest model for improved heart disease detection. IEEE Access 7:180235\u2013180243","journal-title":"IEEE Access"},{"issue":"4","key":"1573_CR30","doi-asserted-by":"publisher","first-page":"75","DOI":"10.3390\/sci2040075","volume":"2","author":"A Mallak","year":"2020","unstructured":"Mallak A, Fathi M (2020) A hybrid approach: dynamic diagnostic rules for sensor systems in industry 4.0 generated by online hyperparameter tuned random forest. Science 2(4):75\u201395","journal-title":"Science"},{"key":"1573_CR31","unstructured":"Stefan F, Aaron K, Frank H (2018) BOHB: robust and efficient hyperparameter optimization at scale. arXiv:1807.01774"},{"issue":"1","key":"1573_CR32","doi-asserted-by":"publisher","first-page":"160","DOI":"10.23919\/TEMS.2018.8326463","volume":"2","author":"J Gao","year":"2018","unstructured":"Gao J, Dai L, Zhang W (2018) Improved genetic optimization algorithm with subdomain model for multi-objective optimal design of SPMSM. CES Trans Electr Mach Syst 2(1):160\u2013165","journal-title":"CES Trans Electr Mach Syst"},{"key":"1573_CR33","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1109\/OJIA.2020.3024567","volume":"1","author":"A Accetta","year":"2020","unstructured":"Accetta A, Alonge F et al (2020) GA-based off-line parameter estimation of the induction motor model including magnetic saturation and iron losses. IEEE Open J Ind Appl 1:135\u2013147","journal-title":"IEEE Open J Ind Appl"},{"issue":"2","key":"1573_CR34","doi-asserted-by":"publisher","first-page":"110","DOI":"10.1109\/TNS.2020.3040500","volume":"68","author":"B Ma","year":"2021","unstructured":"Ma B, Song L et al (2021) Multi-objective optimization shielding design for compact accelerator-driven neutron sources by application of NSGA-II and MCNP. IEEE Trans Nucl Sci 68(2):110\u2013117","journal-title":"IEEE Trans Nucl Sci"},{"issue":"1","key":"1573_CR35","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1109\/TIE.2019.2893848","volume":"67","author":"W Zhao","year":"2020","unstructured":"Zhao W, Ma A, Ji J et al (2020) Multi-objective optimization of a double-side linear vernier PM motor using response surface method and differential evolution. IEEE Trans Ind Electron 67(1):80\u201390","journal-title":"IEEE Trans Ind Electron"},{"key":"1573_CR36","doi-asserted-by":"publisher","first-page":"57757","DOI":"10.1109\/ACCESS.2021.3070634","volume":"9","author":"S Verma","year":"2021","unstructured":"Verma S, Pant M, Snasel V (2021) A comprehensive review on NSGA-II for multi-Objective combinatorial optimization problems. IEEE Access 9:57757\u201357791","journal-title":"IEEE Access"},{"key":"1573_CR37","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2021.3061420","author":"G Li","year":"2021","unstructured":"Li G, Zhang Q, Lin Q, Gao W (2021) A three-level radial basis function method for expensive optimization. IEEE Trans Cybern. https:\/\/doi.org\/10.1109\/TCYB.2021.3061420","journal-title":"IEEE Trans Cybern"},{"issue":"4","key":"1573_CR38","doi-asserted-by":"publisher","first-page":"769","DOI":"10.1109\/TEVC.2021.3066606","volume":"25","author":"G Li","year":"2021","unstructured":"Li G, Zhang Q (2021) Multiple penalties and multiple local surrogates for expensive constrained optimization. IEEE Trans Evol Comput 25(4):769\u2013778","journal-title":"IEEE Trans Evol Comput"},{"issue":"2","key":"1573_CR39","doi-asserted-by":"publisher","first-page":"182","DOI":"10.1109\/4235.996017","volume":"6","author":"K Deb","year":"2002","unstructured":"Deb K, Pratap A, Agarwal S, Meyarivan T (2002) A fast and elitist multi-objective genetic algorithm: NSGA-II. IEEE Trans Evol Comput 6(2):182\u2013197","journal-title":"IEEE Trans Evol Comput"},{"issue":"1","key":"1573_CR40","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L Breiman","year":"2001","unstructured":"Breiman L (2001) Random forests. Mach Learn 45(1):5\u201332","journal-title":"Mach Learn"},{"key":"1573_CR41","doi-asserted-by":"crossref","unstructured":"Deng L, Hu J, Qi J (2020) Super-resolution reconstruction of finger vein image based on regression tree model. In: 2020 Chinese Control and Decision Conference (CCDC)","DOI":"10.1109\/CCDC49329.2020.9164276"},{"issue":"2","key":"1573_CR42","doi-asserted-by":"publisher","first-page":"703","DOI":"10.1109\/TCYB.2017.2653223","volume":"48","author":"X Wang","year":"2018","unstructured":"Wang X, Wang R, Xu C (2018) Discovering the relationship between generalization and uncertainty by incorporating complexity of classification. IEEE Trans Cybern 48(2):703\u2013715","journal-title":"IEEE Trans Cybern"},{"key":"1573_CR43","unstructured":"Segal, Mark R (2004) Machine learning benchmarks and random forest regression. URL: https:\/\/escholarship.org\/uc\/item\/35x3v9t4"},{"issue":"8","key":"1573_CR44","doi-asserted-by":"publisher","first-page":"1491","DOI":"10.1109\/TKDE.2011.67","volume":"24","author":"X Wang","year":"2012","unstructured":"Wang X, Dong L, Yan J (2012) Maximum ambiguity-based sample selection in fuzzy decision tree induction. IEEE Trans Knowl Data Eng 24(8):1491\u20131505","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"1573_CR45","doi-asserted-by":"publisher","first-page":"116541","DOI":"10.1016\/j.apenergy.2021.116541","volume":"286","author":"M Haris","year":"2021","unstructured":"Haris M, Hasan M, Qin S (2021) Early and robust remaining useful life prediction of supercapacitors using BOHB optimized Deep Belief Network. Appl Energy 286:116541\u2013116550","journal-title":"Appl Energy"},{"key":"1573_CR46","unstructured":"Bergstra J, Bardenet R, Bengio Y (2011) Algorithms for hyper-parameter optimization. In: Advances in Neural Information Processing Systems"},{"key":"1573_CR47","unstructured":"Jamieson K, Talwalkar A (2016) Non-stochastic best arm identification and hyperparameter optimization. arXiv:1502.07943"},{"issue":"8","key":"1573_CR48","doi-asserted-by":"publisher","first-page":"6063","DOI":"10.1109\/TIE.2017.2682792","volume":"64","author":"M Cheng","year":"2017","unstructured":"Cheng M, Han P, Hua W (2017) General airgap field modulation theory for electrical machines. IEEE Trans Ind Electron 64(8):6063\u20136074","journal-title":"IEEE Trans Ind Electron"},{"issue":"12","key":"1573_CR49","doi-asserted-by":"publisher","first-page":"9844","DOI":"10.1109\/TIE.2017.2701768","volume":"64","author":"LA Pereira","year":"2017","unstructured":"Pereira LA, Haffner S, Nicol G, Dias TF (2017) Multi-objective optimization of five-phase induction machines based on NSGA-II. IEEE Trans Ind Electron 64(12):9844\u20139853","journal-title":"IEEE Trans Ind Electron"}],"container-title":["International Journal of Machine Learning and Cybernetics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-022-01573-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s13042-022-01573-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-022-01573-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,27]],"date-time":"2022-08-27T05:05:51Z","timestamp":1661576751000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s13042-022-01573-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5,26]]},"references-count":49,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2022,10]]}},"alternative-id":["1573"],"URL":"https:\/\/doi.org\/10.1007\/s13042-022-01573-z","relation":{},"ISSN":["1868-8071","1868-808X"],"issn-type":[{"value":"1868-8071","type":"print"},{"value":"1868-808X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,5,26]]},"assertion":[{"value":"24 January 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 April 2022","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 May 2022","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}