{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T14:56:39Z","timestamp":1771512999494,"version":"3.50.1"},"reference-count":38,"publisher":"Springer Science and Business Media LLC","issue":"12","license":[{"start":{"date-parts":[[2022,12,5]],"date-time":"2022-12-05T00:00:00Z","timestamp":1670198400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,12,5]],"date-time":"2022-12-05T00:00:00Z","timestamp":1670198400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2023,5]]},"DOI":"10.1007\/s11042-022-14270-4","type":"journal-article","created":{"date-parts":[[2022,12,5]],"date-time":"2022-12-05T06:02:57Z","timestamp":1670220177000},"page":"18851-18866","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":13,"title":["IoT technology enabled stochastic computing paradigm for numerical simulation of heterogeneous mosquito model"],"prefix":"10.1007","volume":"82","author":[{"given":"Sohaib","family":"Latif","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zulqurnain","family":"Sabir","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Muhammad Asif Zahoor","family":"Raja","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gilder Cieza","family":"Altamirano","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rafa\u00e9l Artidoro Sandoval","family":"N\u00fa\u00f1ez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dulio Oseda","family":"Gago","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"R.","family":"Sadat","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0795-0709","authenticated-orcid":false,"given":"Mohamed R.","family":"Ali","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,12,5]]},"reference":[{"issue":"1","key":"14270_CR1","doi-asserted-by":"publisher","first-page":"770","DOI":"10.1515\/phys-2020-0185","volume":"18","author":"MA Abdelkawy","year":"2020","unstructured":"Abdelkawy MA, Sabir Z, Guirao JL, Saeed T (2020) Numerical investigations of a new singular second-order nonlinear coupled functional lane\u2013Emden model. Open Phy 18(1):770\u2013778","journal-title":"Open Phy"},{"key":"14270_CR2","doi-asserted-by":"publisher","first-page":"38236","DOI":"10.1109\/ACCESS.2021.3056672","volume":"9","author":"H Afreen","year":"2021","unstructured":"Afreen H, Bajwa IS (2021) An IoT-based real-time intelligent monitoring and notification system of cold storage. IEEE Access 9:38236\u201338253. https:\/\/doi.org\/10.1109\/ACCESS.2021.3056672","journal-title":"IEEE Access"},{"issue":"3","key":"14270_CR3","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1140\/epjp\/s13360-022-02525-w","volume":"137","author":"AN Akkilic","year":"2022","unstructured":"Akkilic AN, Sabir Z, Raja MAZ, Bulut H (2022) Numerical treatment on the new fractional-order SIDARTHE COVID-19 pandemic differential model via neural networks. Eur Phys J Plus 137(3):1\u201314","journal-title":"Eur Phys J Plus"},{"key":"14270_CR4","doi-asserted-by":"publisher","first-page":"71326","DOI":"10.1109\/ACCESS.2020.2985763","volume":"8","author":"AH Bukhari","year":"2020","unstructured":"Bukhari AH, Raja MAZ, Sulaiman M, Islam S, Shoaib M, Kumam P (2020) Fractional neuro-sequential ARFIMA-LSTM for financial market forecasting. IEEE Access 8:71326\u201371338","journal-title":"IEEE Access"},{"issue":"41","key":"14270_CR5","doi-asserted-by":"publisher","first-page":"30235","DOI":"10.1007\/s11042-020-09382-8","volume":"79","author":"YJ Cheng","year":"2020","unstructured":"Cheng YJ, Hou M, Wang J (2020) An improved optimal trigonometric ELM algorithm for numerical solution to ruin probability of Erlang (2) risk model. Multimed Tools Appl 79(41):30235\u201330255","journal-title":"Multimed Tools Appl"},{"issue":"1","key":"14270_CR6","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s10723-021-09591-x","volume":"20","author":"K Dubey","year":"2022","unstructured":"Dubey K, Sharma SC, Kumar M (2022) A secure IoT applications allocation framework for integrated fog-cloud environment. J Grid Comput 20(1):1\u201323","journal-title":"J Grid Comput"},{"issue":"1","key":"14270_CR7","doi-asserted-by":"publisher","first-page":"447","DOI":"10.2478\/amns.2020.1.00042","volume":"5","author":"H Durur","year":"2020","unstructured":"Durur H, Tasbozan O, Kurt A (2020) New analytical solutions of conformable time fractional bad and good modified Boussinesq equations. Appl Math Nonlinear Sci 5(1):447\u2013454","journal-title":"Appl Math Nonlinear Sci"},{"issue":"1","key":"14270_CR8","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1007\/s40860-020-00127-w","volume":"7","author":"SS Goel","year":"2021","unstructured":"Goel SS, Goel A, Kumar M, Molt\u00f3 G (2021) A review of internet of things: qualifying technologies and boundless horizon. J Reliable Intel Environ 7(1):23\u201333","journal-title":"J Reliable Intel Environ"},{"issue":"10","key":"14270_CR9","first-page":"3611","volume":"14","author":"Y Guerrero-S\u00e1nchez","year":"2021","unstructured":"Guerrero-S\u00e1nchez Y, Umar M, Sabir Z, Guirao JL, Raja MAZ (2021) Solving a class of biological HIV infection model of latently infected cells using heuristic approach. Discre Cont Dyna Syst-S 14(10):3611","journal-title":"Discre Cont Dyna Syst-S"},{"key":"14270_CR10","doi-asserted-by":"publisher","first-page":"13440","DOI":"10.1109\/ACCESS.2020.3048048","volume":"9","author":"H-K Hwang","year":"2021","unstructured":"Hwang H-K, Yoon A-Y, Kang H-K, Moon S-I (2021) Retail electricity pricing strategy via an artificial neural network-based demand response model of an energy storage system. IEEE Access 9:13440\u201313450. https:\/\/doi.org\/10.1109\/ACCESS.2020.3048048","journal-title":"IEEE Access"},{"issue":"1","key":"14270_CR11","doi-asserted-by":"publisher","first-page":"171","DOI":"10.2478\/amns.2020.1.00016","volume":"5","author":"E \u0130lhan","year":"2020","unstructured":"\u0130lhan E, K\u0131ymaz \u0130O (2020) A generalization of truncated M-fractional derivative and applications to fractional differential equations. Appl Math Nonlinear Sci 5(1):171\u2013188","journal-title":"Appl Math Nonlinear Sci"},{"key":"14270_CR12","doi-asserted-by":"publisher","first-page":"105196","DOI":"10.1016\/j.icheatmasstransfer.2021.105196","volume":"123","author":"H Ilyas","year":"2021","unstructured":"Ilyas H, Ahmad I, Raja MAZ, Shoaib M (2021) A novel design of Gaussian WaveNets for rotational hybrid nanofluidic flow over a stretching sheet involving thermal radiation. Int Comm Heat Mass Transfer 123:105196","journal-title":"Int Comm Heat Mass Transfer"},{"key":"14270_CR13","doi-asserted-by":"publisher","first-page":"386","DOI":"10.1016\/j.cjph.2021.05.012","volume":"72","author":"H Ilyas","year":"2021","unstructured":"Ilyas H, Raja MAZ, Ahmad I, Shoaib M (2021) A novel design of Gaussian wavelet neural networks for nonlinear Falkner-Skan systems in fluid dynamics. Chin J Phys 72:386\u2013402","journal-title":"Chin J Phys"},{"issue":"9","key":"14270_CR14","doi-asserted-by":"publisher","first-page":"6649","DOI":"10.1007\/s11042-019-08393-4","volume":"79","author":"A Javeed","year":"2020","unstructured":"Javeed A, Shah T (2020) Design of an S-box using Rabinovich-Fabrikant system of differential equations perceiving third order nonlinearity. Multimed Tools Appl 79(9):6649\u20136660","journal-title":"Multimed Tools Appl"},{"key":"14270_CR15","doi-asserted-by":"publisher","first-page":"31116","DOI":"10.1109\/ACCESS.2022.3159813","volume":"10","author":"P Junsawang","year":"2022","unstructured":"Junsawang P, Zuhra S, Sabir Z, Raja MAZ, Shoaib M, Botmart T, Weera W (2022) Numerical simulations of vaccination and Wolbachia on dengue transmission dynamics in the nonlinear model. IEEE Access 10:31116\u201331144","journal-title":"IEEE Access"},{"issue":"17","key":"14270_CR16","doi-asserted-by":"publisher","first-page":"9537","DOI":"10.3390\/su13179537","volume":"13","author":"AK Kiani","year":"2021","unstructured":"Kiani AK et al (2021) Intelligent backpropagation networks with bayesian regularization for mathematical models of environmental economic systems. Sustainability 13(17):9537","journal-title":"Sustainability"},{"issue":"24","key":"14270_CR17","doi-asserted-by":"publisher","first-page":"18285","DOI":"10.1007\/s00521-020-04955-y","volume":"32","author":"M Kumar","year":"2020","unstructured":"Kumar M, Sharma SC, Goel S, Mishra SK, Husain A (2020) Autonomic cloud resource provisioning and scheduling using meta-heuristic algorithm. Neural Comput Applic 32(24):18285\u201318303","journal-title":"Neural Comput Applic"},{"issue":"1","key":"14270_CR18","doi-asserted-by":"publisher","first-page":"1167","DOI":"10.1007\/s11071-020-06111-6","volume":"103","author":"MW Li","year":"2021","unstructured":"Li MW, Wang YT, Geng J, Hong WC (2021) Chaos cloud quantum bat hybrid optimization algorithm. Nonlinear Dynamics 103(1):1167\u20131193","journal-title":"Nonlinear Dynamics"},{"key":"14270_CR19","doi-asserted-by":"crossref","unstructured":"Li MW, Xu DY, Geng J Hong WC (2022) A ship motion forecasting approach based on empirical mode decomposition method hybrid deep learning network and quantum butterfly optimization algorithm. Nonlinear dynamics, pp.1-21.","DOI":"10.1007\/s11071-021-07139-y"},{"issue":"0","key":"14270_CR20","doi-asserted-by":"publisher","first-page":"1809","DOI":"10.3390\/s21051809","volume":"21","author":"P Malhotra","year":"2021","unstructured":"Malhotra P, Singh Y, Anand P, Bangotra DK, Singh PK, Hong WC (2021) Internet of things: evolution, concerns and security challenges. Sensors 21(0):1809","journal-title":"Sensors"},{"issue":"11","key":"14270_CR21","doi-asserted-by":"publisher","first-page":"7121","DOI":"10.1007\/s00521-019-04197-7","volume":"32","author":"A Mehmood","year":"2020","unstructured":"Mehmood A, Zameer A, Aslam MS, Raja MAZ (2020) Design of nature-inspired heuristic paradigm for systems in nonlinear electrical circuits. Neural Comput & Applic 32(11):7121\u20137137","journal-title":"Neural Comput & Applic"},{"issue":"11","key":"14270_CR22","doi-asserted-by":"publisher","first-page":"14867","DOI":"10.1007\/s11042-018-6827-2","volume":"78","author":"F Musanna","year":"2019","unstructured":"Musanna F, Kumar S (2019) A novel fractional order chaos-based image encryption using fisher yates algorithm and 3-D cat map. Multimed Tools Appl 78(11):14867\u201314895","journal-title":"Multimed Tools Appl"},{"issue":"4","key":"14270_CR23","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1140\/epjp\/s13360-021-01382-3","volume":"136","author":"S Naz","year":"2021","unstructured":"Naz S et al (2021) Neuro-intelligent networks for Bouc\u2013wen hysteresis model for piezostage actuator. Eur Phys J Plus 136(4):1\u201320","journal-title":"Eur Phys J Plus"},{"key":"14270_CR24","doi-asserted-by":"crossref","unstructured":"Nuwairan ALM et al. 2022. An advance artificial neural network scheme to examine the waste plastic management in the ocean. AIP Adv, 12(4), 045211.","DOI":"10.1063\/5.0085737"},{"issue":"04","key":"14270_CR25","doi-asserted-by":"publisher","first-page":"2250005","DOI":"10.1142\/S179352452250005X","volume":"15","author":"Z Sabir","year":"2022","unstructured":"Sabir Z (2022) Stochastic numerical investigations for nonlinear three-species food chain system. Inter J Biomat 15(04):2250005","journal-title":"Inter J Biomat"},{"key":"14270_CR26","doi-asserted-by":"publisher","first-page":"111404","DOI":"10.1016\/j.chaos.2021.111404","volume":"152","author":"Z Sabir","year":"2021","unstructured":"Sabir Z, Raja MAZ, Guirao JL, Saeed T (2021) Meyer wavelet neural networks to solve a novel design of fractional order pantograph lane-Emden differential model. Chaos, Solitons Fractals 152:111404","journal-title":"Chaos, Solitons Fractals"},{"key":"14270_CR27","first-page":"2250012","volume-title":"Designing of Morlet wavelet as a neural network for a novel prevention category in the HIV system","author":"Z Sabir","year":"2021","unstructured":"Sabir Z, Umar M, Raja MAZ, Baskonus HM, Gao W (2021) Designing of Morlet wavelet as a neural network for a novel prevention category in the HIV system. Int J Biomat, p 2250012"},{"issue":"1","key":"14270_CR28","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s44196-021-00052-7","volume":"15","author":"Z Sabir","year":"2022","unstructured":"Sabir Z, Raja MAZ, Mahmoud SR, Balubaid M, Algarni A, Alghtani AH, Aly AA, Le DN (2022) A novel Design of Morlet Wavelet to solve the dynamics of nervous stomach nonlinear model. Int J Computa Intel Sys 15(1):1\u201315","journal-title":"Int J Computa Intel Sys"},{"issue":"1","key":"14270_CR29","doi-asserted-by":"publisher","first-page":"29","DOI":"10.3390\/fractalfract6010029","volume":"6","author":"Z Sabir","year":"2022","unstructured":"Sabir Z, Raja MAZ, Botmart T, Weera W (2022) A neuro-evolution heuristic using active-set techniques to solve a novel nonlinear singular prediction differential model. Fractal and Fractional 6(1):29","journal-title":"Fractal and Fractional"},{"key":"14270_CR30","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2022\/3774123","volume":"2022","author":"Z Sabir","year":"2022","unstructured":"Sabir Z, Raja MAZ, Guerrero S\u00e1nchez Y (2022) Solving an infectious disease model considering its anatomical variables with stochastic numerical procedures. J Healthcare Engin 2022:1\u201312","journal-title":"J Healthcare Engin"},{"issue":"6","key":"14270_CR31","doi-asserted-by":"publisher","first-page":"4193","DOI":"10.1007\/s00521-021-06452-2","volume":"34","author":"Z Sabir","year":"2022","unstructured":"Sabir Z, Raja MAZ, Umar M, Shoaib M, Baleanu D (2022) FMNSICS: fractional Meyer neuro-swarm intelligent computing solver for nonlinear fractional lane\u2013Emden systems. Neural Comput & Applic 34(6):4193\u20134206","journal-title":"Neural Comput & Applic"},{"key":"14270_CR32","doi-asserted-by":"crossref","unstructured":"Shoaib M, Raja MAZ, Zubair G., Farhat, I., Nisar, K.S., Sabir, Z. and Jamshed, W., (2021) Intelligent computing with levenberg\u2013marquardt backpropagation neural networks for third-grade nanofluid over a stretched sheet with convective conditions. Arabian journal for science and engineering, pp.1-19.","DOI":"10.1007\/s13369-021-06202-5"},{"key":"14270_CR33","doi-asserted-by":"publisher","first-page":"159371","DOI":"10.1109\/ACCESS.2020.3016277","volume":"8","author":"I Ullah","year":"2020","unstructured":"Ullah I, Fayaz M, Naveed N, Kim D (2020) ANN based learning to Kalman filter algorithm for indoor environment prediction in smart greenhouse. IEEE Access 8:159371\u2013159388. https:\/\/doi.org\/10.1109\/ACCESS.2020.3016277","journal-title":"IEEE Access"},{"issue":"7","key":"14270_CR34","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1140\/epjp\/s13360-020-00557-8","volume":"135","author":"M Umar","year":"2020","unstructured":"Umar M, Raja MAZ, Sabir Z, Alwabli AS, Shoaib M (2020) A stochastic computational intelligent solver for numerical treatment of mosquito dispersal model in a heterogeneous environment. Eur Phys J Plus 135(7):1\u201323","journal-title":"Eur Phys J Plus"},{"key":"14270_CR35","doi-asserted-by":"publisher","first-page":"104235","DOI":"10.1016\/j.rinp.2021.104235","volume":"25","author":"M Umar","year":"2021","unstructured":"Umar M, Sabir Z, Raja MAZ, Baskonus HM, Yao SW, Ilhan E (2021) A novel study of Morlet neural networks to solve the nonlinear HIV infection system of latently infected cells. Results Phys 25:104235","journal-title":"Results Phys"},{"key":"14270_CR36","doi-asserted-by":"publisher","first-page":"241","DOI":"10.1016\/j.matcom.2021.04.008","volume":"188","author":"M Umar","year":"2021","unstructured":"Umar M, Sabir Z, Raja MAZ, Aguilar JG, Amin F, Shoaib M (2021) Neuro-swarm intelligent computing paradigm for nonlinear HIV infection model with CD4+ T-cells. Math Comput Simul 188:241\u2013253","journal-title":"Math Comput Simul"},{"issue":"3","key":"14270_CR37","doi-asserted-by":"publisher","first-page":"1653","DOI":"10.1109\/TNSM.2020.2987085","volume":"17","author":"S Yoon","year":"2020","unstructured":"Yoon S, Cho J-H, Kim DS, Moore TJ, Free-Nelson F, Lim H (2020) Attack graph-based moving target defense in software defined networks. IEEE Trans Netw Service Manage 17(3):1653\u20131668. https:\/\/doi.org\/10.1109\/TNSM.2020.2987085","journal-title":"IEEE Trans Netw Service Manage"},{"key":"14270_CR38","doi-asserted-by":"publisher","first-page":"107297","DOI":"10.1016\/j.knosys.2021.107297","volume":"228","author":"Z Zhang","year":"2021","unstructured":"Zhang Z, Hong WC (2021) Application of variational mode decomposition and chaotic grey wolf optimizer with support vector regression for forecasting electric loads. Knowl-Based Syst 228:107297","journal-title":"Knowl-Based Syst"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-022-14270-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11042-022-14270-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-022-14270-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,4,20]],"date-time":"2023-04-20T15:12:09Z","timestamp":1682003529000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11042-022-14270-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,5]]},"references-count":38,"journal-issue":{"issue":"12","published-print":{"date-parts":[[2023,5]]}},"alternative-id":["14270"],"URL":"https:\/\/doi.org\/10.1007\/s11042-022-14270-4","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,12,5]]},"assertion":[{"value":"21 February 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 May 2022","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 November 2022","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 December 2022","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"All authors describe that there are no potential conflicts of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}