{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,10]],"date-time":"2025-04-10T04:16:34Z","timestamp":1744258594285,"version":"3.40.4"},"reference-count":45,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2021,11,2]],"date-time":"2021-11-02T00:00:00Z","timestamp":1635811200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2021,11,2]],"date-time":"2021-11-02T00:00:00Z","timestamp":1635811200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100001809","name":"national natural science foundation of china","doi-asserted-by":"publisher","award":["61873277"],"award-info":[{"award-number":["61873277"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"natural science foundation of shaanxi province in china","award":["2020JM-526"],"award-info":[{"award-number":["2020JM-526"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2022,3]]},"DOI":"10.1007\/s00500-021-06447-0","type":"journal-article","created":{"date-parts":[[2021,11,2]],"date-time":"2021-11-02T02:02:46Z","timestamp":1635818566000},"page":"3075-3089","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Improvement on PDP Evaluation Performance Based on Neural Networks and SGDK-means Algorithm"],"prefix":"10.1007","volume":"26","author":[{"given":"Fan","family":"Deng","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7204-3654","authenticated-orcid":false,"given":"Zhenhua","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Houbing","family":"Song","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liyong","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xi","family":"Song","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Min","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhenyu","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu","family":"Mei","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,11,2]]},"reference":[{"key":"6447_CR1","doi-asserted-by":"crossref","unstructured":"Alex FC, Liu X (2008) Xengine: a fast and scalable XACML policy evaluation engine, In: Proceedings of the ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, pp. 265\u2013276","DOI":"10.1145\/1375457.1375488"},{"key":"6447_CR2","first-page":"202","volume":"30","author":"P Angulo","year":"2017","unstructured":"Angulo P, Guzm\u00e1n CC, Jim\u00e9nez G, Romero D (2017) A service-oriented architecture and its ICT-infrastructure to support eco-efficiency performance monitoring in manufacturing enterprises. Int J Comput Integr Manuf 30:202\u2013214","journal-title":"Int J Comput Integr Manuf"},{"key":"6447_CR3","doi-asserted-by":"crossref","unstructured":"Atlam FH, Alassafi OM, Alenezi A, Walters JR and Wills BG (2018) XACML for building access control policies in internet of things, In: Proceedings of the International Conference on Internet of Things, Big Data and Security, pp. 253\u2013260.","DOI":"10.5220\/0006725102530260"},{"key":"6447_CR4","doi-asserted-by":"publisher","first-page":"52","DOI":"10.1080\/00222895.1995.9941699","volume":"27","author":"P Blorasso","year":"1995","unstructured":"Blorasso P, Sanguineti V (1995) Self-organizing body schema for motor planning. J Motor Behavior 27:52\u201366","journal-title":"J Motor Behavior"},{"key":"6447_CR5","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1007\/BF02551274","volume":"2","author":"G Cybenko","year":"1989","unstructured":"Cybenko G (1989) Approximation by superpositions of a sigmoidal function. Math Control Sig Syst 2:303\u2013314","journal-title":"Math Control Sig Syst"},{"key":"6447_CR6","doi-asserted-by":"publisher","first-page":"533","DOI":"10.1038\/323533a0","volume":"323","author":"ER David","year":"1986","unstructured":"David ER, Geoffrey EH, Ronald JW (1986) Learning representations by back-propagation errors, Letters to. Nature 323:533\u2013536","journal-title":"Nature"},{"key":"6447_CR7","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1016\/j.jnca.2016.12.001","volume":"80","author":"F Deng","year":"2015","unstructured":"Deng F, Zhang LY (2015) Elimination of policy conflict to improve the PDP evaluation performance. J Netw Comput Appl 80:45\u201357","journal-title":"J Netw Comput Appl"},{"key":"6447_CR8","first-page":"1","volume":"7608408","author":"F Deng","year":"2016","unstructured":"Deng F, Zhang LY, Zhou BY, Zhang JW, Cao HY (2016) Elimination of the redundancy related to combining algorithms to improve the PDP evaluation performance. Math Probl Eng 7608408:1\u201318","journal-title":"Math Probl Eng"},{"key":"6447_CR9","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1016\/j.knosys.2019.03.015","volume":"175","author":"F Deng","year":"2019","unstructured":"Deng F, Zhang LY, Zhang CY, Ban H, Wan C, Shi MH, Chen C, Zhang ET (2019a) Establishment of rule dictionary for efficient XACML policy management. Knowl-Based Syst 175:26\u201335","journal-title":"Knowl-Based Syst"},{"key":"6447_CR10","doi-asserted-by":"publisher","first-page":"1555","DOI":"10.1007\/s11280-018-0588-8","volume":"22","author":"F Deng","year":"2019","unstructured":"Deng F, Lu J, Wang SY, Pan J, Zhang Y (2019b) A distributed PDP model based on spectral clustering for improving evaluation performance. World Wide Web 22:1555\u20131576","journal-title":"World Wide Web"},{"key":"6447_CR11","doi-asserted-by":"publisher","first-page":"477","DOI":"10.1016\/j.comnet.2011.09.014","volume":"56","author":"WL Han","year":"2012","unstructured":"Han WL, Lei C (2012) A survey on policy languages in network and security management. Comput Netw 56:477\u2013489","journal-title":"Comput Netw"},{"key":"6447_CR12","first-page":"100","volume":"28","author":"JA Hartigan","year":"1979","unstructured":"Hartigan JA, Wong MA (1979) A K-means clustering algorithm. J R Stat Soc 28:100\u2013108","journal-title":"J R Stat Soc"},{"key":"6447_CR13","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1016\/j.compeleceng.2014.12.012","volume":"44","author":"H Jebbaouia","year":"2015","unstructured":"Jebbaouia H, Mourada A, Otrokb H, Haratya R (2015) Semantics-based approach for detecting flaws, conflicts and redundancies in XACML policies. Comput Electr Eng 44:91\u2013103","journal-title":"Comput Electr Eng"},{"key":"6447_CR14","unstructured":"Jiang S (2018) Machine learning research in big data environment, In: Proceedings of the Fifth International Conference on Electrical & Electronics Engineering and Computer Science, pp. 227\u2013231"},{"key":"6447_CR15","unstructured":"Kamoda H, Yamaoka M, Matsuda S, Broda K, Sloman M (2005) Policy conflict analysis using free variable tableaux for access control in Web services environments, In: Proceedings of the Fourteenth International World Wide Web Conference, pp. 121\u2013126."},{"key":"6447_CR16","doi-asserted-by":"crossref","unstructured":"Kateb DE, Mouelhi T, Traon YL, Hwang JH, Xie T (2012) Refactoring access control policies for performance improvement, In: Proceedings of the International Conference on Performance Engineering, pp. 323\u2013334","DOI":"10.1145\/2188286.2188346"},{"key":"6447_CR17","first-page":"255","volume":"4","author":"TP Kuang","year":"2018","unstructured":"Kuang TP, Ibrahim H, Sidi F, Udzir NI (2018) An effective modality conflict model for identifying applicable policies during policy evaluation. J Adv Comp Eng Technol 4:255\u2013266","journal-title":"J Adv Comp Eng Technol"},{"key":"6447_CR18","doi-asserted-by":"publisher","first-page":"1946","DOI":"10.1109\/TKDE.2012.174","volume":"25","author":"D Lin","year":"2013","unstructured":"Lin D, Rao P, Ferrini R, Bertino E, Lobo J (2013) A similarity measure for comparing XACML policies. IEEE Trans Knowl Data Eng 25:1946\u20131959","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"6447_CR19","doi-asserted-by":"crossref","unstructured":"Liu T, Wang Y (2015) Beyond scale: an efficient framework for evaluating web access control policies in the era of big data, In: Proceedings of the Advances in Information and Computer Security, pp. 361\u2013334","DOI":"10.1007\/978-3-319-22425-1_19"},{"key":"6447_CR20","doi-asserted-by":"crossref","unstructured":"Liu AX, Chen F, Hwang JH, Xie T (2008) XEngine: a fast and scalable XACML policy evaluation engine, In: Proceedings of the ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, pp. 265\u2013276","DOI":"10.1145\/1375457.1375488"},{"key":"6447_CR21","doi-asserted-by":"crossref","unstructured":"Marouf S, Shehab M (2009) Statistics & clustering based framework for efficient XACML policy evaluation, In: Proceedings of the IEEE International Symposium on Policy for Distributed Systems and Networks, pp.118\u2013125.","DOI":"10.1109\/POLICY.2009.36"},{"key":"6447_CR22","unstructured":"Martin E (2006) Automated test generation for access control policies, In: Proceedings of the International Workshop on Software Engineering for Secure Systems, IEEE Computer Society, pp.752\u2013753"},{"key":"6447_CR23","doi-asserted-by":"crossref","unstructured":"Mohan A, Blough DM, Kurc T, Post A, Saltz J (2011) Detection of conflicts and inconsistencies in taxonomy-based authorization policies, In: Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, pp. 590\u2013594","DOI":"10.1109\/BIBM.2011.79"},{"key":"6447_CR24","doi-asserted-by":"crossref","unstructured":"Mouelhi T, Fleurey F, Baudry B, Traon YL (2008) A model-based framework for security policy specification, deployment and testing, In: Proceedings of the Eleventh International Conference on Model Driven Engineering Languages and Systems, Berlin, pp. 537\u2013552","DOI":"10.1007\/978-3-540-87875-9_38"},{"key":"6447_CR25","doi-asserted-by":"crossref","unstructured":"Mouelhi T, Traon YL, Baudry B (2009) Transforming and selecting functional test cases for security policy testing, In: Proceedings of the International Conference on Software, pp. 171\u2013180","DOI":"10.1109\/ICST.2009.49"},{"key":"6447_CR26","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1016\/j.eswa.2014.07.031","volume":"42","author":"A Mourad","year":"2015","unstructured":"Mourad A, Jebbaoui H (2015) SBA-XACML: Set-based approach providing efficient policy decision process for accessing Web services. Expert Syst Appl 42:165\u2013178","journal-title":"Expert Syst Appl"},{"key":"6447_CR27","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.cose.2014.11.003","volume":"49","author":"C Ngo","year":"2015","unstructured":"Ngo C, Demchenko T, Laat CD (2015) Decision diagrams for XACML policy evaluation and management. Comput Secur 49:1\u201316","journal-title":"Comput Secur"},{"key":"6447_CR28","unstructured":"OASIS. eXtensible Access Control Markup Language (XACML) V2.0 specification set. URL http:\/\/www.oasis-open.org\/committees\/xacml\/, 2007."},{"key":"6447_CR29","doi-asserted-by":"publisher","first-page":"1027","DOI":"10.1016\/S0167-8655(99)00069-0","volume":"20","author":"JM Pe\u00f1a","year":"1999","unstructured":"Pe\u00f1a JM, Lozano JA, Larra\u00f1aga P (1999) An empirical comparison of four initialization methods for the K-Means algorithm. Pattern Recogn Lett 20:1027\u20131040","journal-title":"Pattern Recogn Lett"},{"key":"6447_CR30","doi-asserted-by":"publisher","first-page":"196","DOI":"10.1016\/j.neunet.2018.08.019","volume":"108","author":"P Petersen","year":"2018","unstructured":"Petersen P, Voigtlaender F (2018) Optimal approximation of piecewise smooth functions using deep ReLU neural networks. Neural Netw 108:196\u2013330","journal-title":"Neural Netw"},{"key":"6447_CR31","doi-asserted-by":"crossref","unstructured":"Pretschner A, Baudry B (2008) Test-driven assessment of access control in legacy applications, In: Proceedings of the International Conference on Software Testing, Verification, and Validation. Lillehammer, pp. 238\u2013247","DOI":"10.1109\/ICST.2008.60"},{"key":"6447_CR32","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1016\/j.scico.2013.05.003","volume":"83","author":"CDPK Ramli","year":"2014","unstructured":"Ramli CDPK, Nielson HR, Nielson F (2014) The logic of XACML. Sci Comput Program 83:80\u2013105","journal-title":"Sci Comput Program"},{"key":"6447_CR33","doi-asserted-by":"crossref","unstructured":"Santiago PR, Mario L, F\u00e9lix GM (2012) Graph-based XACML evaluation, In: Proceedings of the Seventeenth ACM Symposium on Access Control Models and Technologies, pp. 83\u201392","DOI":"10.1145\/2295136.2295153"},{"key":"6447_CR34","first-page":"65","volume":"2","author":"K Singh","year":"2010","unstructured":"Singh K, Singh S (2010) Design and evaluation of XACML conflict policies detection. Int J Comp Sci Inf Technol 2:65\u201374","journal-title":"Int J Comp Sci Inf Technol"},{"key":"6447_CR35","unstructured":"Sun\u2019s XACML implementation (2015). URL http:\/\/sunxacml.sourceforge.net\/."},{"key":"6447_CR36","unstructured":"Teo PK, Ibrahim H, Udzir NI, Sidi F (2013) Heterogeneity XACML policy evaluation engine, In: Proceedings of the Second International Conference on Digital Enterprise and Information Systems, pp. 230\u2013238"},{"key":"6447_CR37","doi-asserted-by":"publisher","first-page":"323","DOI":"10.3724\/SP.J.1001.2011.03707","volume":"22","author":"YZ Wang","year":"2011","unstructured":"Wang YZ, Feng DG, Zhang LW, Zhang M (2011) XACML policy evaluation engine based on multi-level optimization technology. J Softw 22:323\u2013338","journal-title":"J Softw"},{"key":"6447_CR38","doi-asserted-by":"publisher","first-page":"2926","DOI":"10.1109\/TNET.2015.2502402","volume":"24","author":"X Wang","year":"2016","unstructured":"Wang X, Shi W, Xiang Y, Li J (2016) Efficient network security policy enforcement with policy space analysis. IEEE\/ACM Trans Network 24:2926\u20132938","journal-title":"IEEE\/ACM Trans Network"},{"key":"6447_CR39","doi-asserted-by":"crossref","unstructured":"Wei S, Yen IL, Bastani F, Bao T, Thuraisingham B (2011) Role-based integrated access control and data provenance for SOA based net-centric systems, In: Proceedings of the Sixth IEEE International Symposium on Service Oriented System Engineering, pp. 225\u2013234","DOI":"10.1109\/SOSE.2011.6139111"},{"key":"6447_CR500","doi-asserted-by":"publisher","first-page":"106705","DOI":"10.1109\/ACCESS.2020.2999312","volume":"8","author":"L Yang","year":"2020","unstructured":"Yang L, Yu Z, El-Meligy MA, El-Sherbeeny AM, Wu N (2020) On multiplexity-aware influence spread in social networks. IEEE Access 8:106705\u2013106713","journal-title":"IEEE Access"},{"key":"6447_CR100","doi-asserted-by":"publisher","first-page":"857","DOI":"10.1016\/j.ins.2021.09.012","volume":"580","author":"Z Yu","year":"2021","unstructured":"Yu Z, Lu S, Wang D, Li W (2021a) Modeling and analysis of rumor propagation in social networks. Inf Sci 580:857\u2013873","journal-title":"Inf Sci"},{"key":"6447_CR200","doi-asserted-by":"publisher","first-page":"114863","DOI":"10.1016\/j.molliq.2020.114863","volume":"327","author":"Z Yu","year":"2021","unstructured":"Yu Z, Ellahi R, Nutini A, Sohail A, Sait SM (2021b) Modeling and simulations of CoViD-19 molecular mechanism induced by cytokines storm during SARS-CoV2 infection. J Mol Liq 327:114863","journal-title":"J Mol Liq"},{"key":"6447_CR300","doi-asserted-by":"publisher","first-page":"111202","DOI":"10.1016\/j.chaos.2021.111202","volume":"150","author":"Z Yu","year":"2021","unstructured":"Yu Z, Arif R, Fahmy MA, Sohail A (2021c) Self organizing maps for the parametric analysis of COVID-19 SEIRS delayed model. Chaos Soliton Fract 150:111202","journal-title":"Chaos Soliton Fract"},{"key":"6447_CR400","doi-asserted-by":"publisher","first-page":"1509","DOI":"10.1007\/s11071-021-06777-6","volume":"106","author":"Z Yu","year":"2021","unstructured":"Yu Z, Abdel-Salam ASG, Sohail A, Alam F (2021d) Forecasting the impact of environmental stresses on the frequent waves of COVID19. Nonlinear Dyn 106:1509\u20131523","journal-title":"Nonlinear Dyn"},{"key":"6447_CR40","doi-asserted-by":"publisher","first-page":"278","DOI":"10.1109\/JAS.2018.7511255","volume":"6","author":"N Zerari","year":"2019","unstructured":"Zerari N, Chemachema M, Essounbouli N (2019) Neural network based adaptive tracking control for a class of pure feedback nonlinear systems with input saturation. IEEE\/CAA J Autom Sinica 6:278\u2013290","journal-title":"IEEE\/CAA J Autom Sinica"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-021-06447-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00500-021-06447-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-021-06447-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,9]],"date-time":"2025-04-09T09:56:10Z","timestamp":1744192570000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00500-021-06447-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,11,2]]},"references-count":45,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2022,3]]}},"alternative-id":["6447"],"URL":"https:\/\/doi.org\/10.1007\/s00500-021-06447-0","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"type":"print","value":"1432-7643"},{"type":"electronic","value":"1433-7479"}],"subject":[],"published":{"date-parts":[[2021,11,2]]},"assertion":[{"value":"15 October 2021","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 November 2021","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"All authors declare that they have no financial and personal relationships with other people or organizations that can inappropriately influence their work; there is no professional or other personal interest of any nature or kind in any product, service and\/or company that could be construed as influencing the position presented in, or the review of, the manuscript entitled, \u201cImprovement on PDP Evaluation Performance Based on Neural Network and SGDK-means Algorithm.\u201d","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"This article does not contain any studies with human participants or animals performed by any of the authors.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}},{"value":"Informed consent was obtained from all individual participants included in the study.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Informed consent"}}]}}