{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,20]],"date-time":"2025-06-20T14:44:00Z","timestamp":1750430640022,"version":"3.37.3"},"reference-count":35,"publisher":"Springer Science and Business Media LLC","issue":"7","license":[{"start":{"date-parts":[[2019,2,2]],"date-time":"2019-02-02T00:00:00Z","timestamp":1549065600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Appl Intell"],"published-print":{"date-parts":[[2019,7]]},"DOI":"10.1007\/s10489-018-01399-9","type":"journal-article","created":{"date-parts":[[2019,2,1]],"date-time":"2019-02-01T22:39:58Z","timestamp":1549060798000},"page":"2699-2722","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["On solving the SPL problem using the concept of probability flux"],"prefix":"10.1007","volume":"49","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2148-3756","authenticated-orcid":false,"given":"Asieh","family":"Abolpour Mofrad","sequence":"first","affiliation":[]},{"given":"Anis","family":"Yazidi","sequence":"additional","affiliation":[]},{"given":"Hugo","family":"Lewi Hammer","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,2,2]]},"reference":[{"key":"1399_CR1","unstructured":"Arntzen E, Steingrimsdottir HS (2014) On the use of variations in a delayed matching-to-sample procedure in a patient with neurocognitive disorder. In: Braunstein SM, Swahn MH, Palmier JB (eds) Mental disorder. iConcept Press"},{"issue":"3","key":"1399_CR2","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1002\/(SICI)1099-0720(199606)10:3<193::AID-ACP374>3.0.CO;2-4","volume":"10","author":"CJ Camp","year":"1996","unstructured":"Camp CJ, Foss JW, O\u2019Hanlon AM, Stevens AB (1996) Memory interventions for persons with dementia. Appl Cogn Psychol 10(3):193\u2013210","journal-title":"Appl Cogn Psychol"},{"key":"1399_CR3","doi-asserted-by":"crossref","unstructured":"De Santo M, Percannella G, Sansone C, Vento M (2004) A multi-expert approach for shot classification in news videos. In: International conference image analysis and recognition, pp 564\u2013571. Springer","DOI":"10.1007\/978-3-540-30125-7_70"},{"issue":"1","key":"1399_CR4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.18637\/jss.v033.i01","volume":"33","author":"J Friedman","year":"2010","unstructured":"Friedman J, Hastie T, Tibshirani R (2010) Regularization paths for generalized linear models via coordinate descent. J Stat Softw 33(1):1","journal-title":"J Stat Softw"},{"issue":"1","key":"1399_CR5","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/s10489-010-0228-1","volume":"33","author":"O-C Granmo","year":"2010","unstructured":"Granmo O-C, John Oommen B (2010) Optimal sampling for estimation with constrained resources using a learning automaton-based solution for the nonlinear fractional knapsack problem. Appl Intell 33(1):3\u201320","journal-title":"Appl Intell"},{"issue":"4","key":"1399_CR6","doi-asserted-by":"publisher","first-page":"545","DOI":"10.1109\/TC.2009.189","volume":"59","author":"O-C Granmo","year":"2010","unstructured":"Granmo O-C, John Oommen B (2010) Solving stochastic nonlinear resource allocation problems using a hierarchy of twofold resource allocation automata. IEEE Trans Comput 59(4):545\u2013560","journal-title":"IEEE Trans Comput"},{"key":"1399_CR7","doi-asserted-by":"crossref","unstructured":"Guo Y, Ge H, Huang J, Li S (2016) A general strategy for solving the stochastic point location problem by utilizing the correlation of three adjacent nodes. In: IEEE international conference on data science in cyberspace (DSC). IEEE, pp 215\u2013221","DOI":"10.1109\/DSC.2016.41"},{"issue":"11","key":"1399_CR8","doi-asserted-by":"publisher","first-page":"4096","DOI":"10.1007\/s10489-018-1205-3","volume":"48","author":"HL Hammer","year":"2018","unstructured":"Hammer HL, Yazidi A (2018) Parameter estimation in abruptly changing dynamic environments using stochastic learning weak estimator. Appl Intell 48(11):4096\u20134112","journal-title":"Appl Intell"},{"key":"1399_CR9","doi-asserted-by":"publisher","first-page":"48438","DOI":"10.1109\/ACCESS.2018.2868233","volume":"6","author":"J Havelock","year":"2018","unstructured":"Havelock J, Oommen BJ, Granmo O-C (2018) Novel distance estimation methods using ?stochastic learning on the line? strategies. IEEE Access 6:48438\u201348454","journal-title":"IEEE Access"},{"issue":"3","key":"1399_CR10","doi-asserted-by":"publisher","first-page":"407","DOI":"10.1007\/s11042-009-0285-9","volume":"44","author":"MA Hossain","year":"2009","unstructured":"Hossain MA, Parra J, Atrey PK, El Saddik A (2009) A framework for human-centered provisioning of ambient media services. Multimed Tools Appl 44(3):407\u2013431","journal-title":"Multimed Tools Appl"},{"issue":"5","key":"1399_CR11","doi-asserted-by":"publisher","first-page":"1489","DOI":"10.1109\/TSMCB.2012.2192475","volume":"42","author":"D-S Huang","year":"2012","unstructured":"Huang D-S, Jiang W (2012) A general cpl-ads methodology for fixing dynamic parameters in dual environments. IEEE Trans Syst Man Cybern B (Cybernetics) 42(5):1489\u20131500","journal-title":"IEEE Trans Syst Man Cybern B (Cybernetics)"},{"issue":"4","key":"1399_CR12","doi-asserted-by":"publisher","first-page":"40","DOI":"10.4218\/etrij.00.0100.0405","volume":"22","author":"YM Jang","year":"2000","unstructured":"Jang YM (2000) Estimation and prediction-based connection admission control in broadband satellite systems. ETRI J 22(4):40\u201350","journal-title":"ETRI J"},{"issue":"6","key":"1399_CR13","doi-asserted-by":"publisher","first-page":"1438","DOI":"10.1109\/TCYB.2015.2446198","volume":"46","author":"W Jiang","year":"2016","unstructured":"Jiang W, Huang D-S, Li S (2016) Random walk-based solution to triple level stochastic point location problem. IEEE Trans Cybern 46(6):1438\u20131451","journal-title":"IEEE Trans Cybern"},{"key":"1399_CR14","volume-title":"Reversibility and stochastic networks","author":"FP Kelly","year":"2011","unstructured":"Kelly FP (2011) Reversibility and stochastic networks. Cambridge University Press, Cambridge"},{"issue":"1","key":"1399_CR15","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1080\/07474940701802034","volume":"27","author":"EE Kpamegan","year":"2008","unstructured":"Kpamegan EE, Flournoy N (2008) Up-and-down designs for selecting the dose with maximum success probability. Seq Anal 27(1):78\u201396","journal-title":"Seq Anal"},{"key":"1399_CR16","unstructured":"Landauer TK, Bjork RA (1978) Optimum rehearsal patterns and name learning. In: Gruneberg MM, Morris PE, Sykes RN (eds) Practical aspects of memory. Academic Press, London, pp 625\u2013632"},{"key":"1399_CR17","volume-title":"Foundations of statistical natural language processing","author":"CD Manning","year":"1999","unstructured":"Manning CD, Sch\u00fctze H (1999) Foundations of statistical natural language processing. MIT Press, Cambridge"},{"key":"1399_CR18","doi-asserted-by":"crossref","unstructured":"Mofrad AA, Yazidi A, Hammer HL (2017) Solving stochastic point location problem in a dynamic environment with weak estimation","DOI":"10.1145\/3129676.3129687"},{"key":"1399_CR19","volume-title":"Probability, stochastic processes, and queueing theory: the mathematics of computer performance modeling","author":"N Randolph","year":"2013","unstructured":"Randolph N (2013) Probability, stochastic processes, and queueing theory: the mathematics of computer performance modeling. Springer Science & Business Media, Berlin"},{"issue":"4","key":"1399_CR20","doi-asserted-by":"publisher","first-page":"733","DOI":"10.1109\/3477.604122","volume":"27","author":"BJ Oommen","year":"1997","unstructured":"Oommen BJ (1997) Stochastic searching on the line and its applications to parameter learning in nonlinear optimization. IEEE Trans Syst Man Cybern B (Cybernetics) 27(4):733\u2013739","journal-title":"IEEE Trans Syst Man Cybern B (Cybernetics)"},{"key":"1399_CR21","unstructured":"Oommen BJ, Calitoiu D (2008) Modeling and Simulating a disease outbreak by learning a contagion parameter-based model. In: Proceedings of the spring simulation multiconference, pp 547\u2013555. Society for computer simulation international"},{"issue":"2","key":"1399_CR22","doi-asserted-by":"publisher","first-page":"466","DOI":"10.1109\/TSMCB.2007.913602","volume":"38","author":"BJ Oommen","year":"2008","unstructured":"Oommen BJ, Kim S-W, Samuel MT, Granmo O-C (2008) A solution to the stochastic point location problem in metalevel nonstationary environments. IEEE Trans Syst Man Cybern B (Cybernetics) 38(2):466\u2013476","journal-title":"IEEE Trans Syst Man Cybern B (Cybernetics)"},{"issue":"6","key":"1399_CR23","doi-asserted-by":"publisher","first-page":"947","DOI":"10.1109\/3477.735407","volume":"28","author":"BJ Oommen","year":"1998","unstructured":"Oommen BJ, Raghunath G (1998) Automata learning and intelligent tertiary searching for stochastic point location. IEEE Trans Syst Man Cybern B (Cybernetics) 28(6):947\u2013954","journal-title":"IEEE Trans Syst Man Cybern B (Cybernetics)"},{"issue":"4","key":"1399_CR24","doi-asserted-by":"publisher","first-page":"820","DOI":"10.1109\/TSMCB.2005.863379","volume":"36","author":"BJ Oommen","year":"2006","unstructured":"Oommen BJ, Raghunath G, Kuipers B (2006) Parameter learning from stochastic teachers and stochastic compulsive liars. IEEE Trans Syst Man Cybern B (Cybernetics) 36(4):820\u2013834","journal-title":"IEEE Trans Syst Man Cybern B (Cybernetics)"},{"issue":"3","key":"1399_CR25","doi-asserted-by":"publisher","first-page":"328","DOI":"10.1016\/j.patcog.2005.09.007","volume":"39","author":"BJ Oommen","year":"2006","unstructured":"Oommen BJ, Rueda L (2006) Stochastic learning-based weak estimation of multinomial random variables and its applications to pattern recognition in non-stationary environments. Pattern Recogn 39(3):328\u2013341","journal-title":"Pattern Recogn"},{"key":"1399_CR26","unstructured":"Tao T, Tao H, Cai G, Li S (2013) ALidaptive step searching for solving stochastic point location problem. In: International conference on intelligent computing. Springer, pp 192\u2013198"},{"key":"1399_CR27","unstructured":"R Core Team (2017) R: A language and environment for statistical computing"},{"issue":"11","key":"1399_CR28","doi-asserted-by":"publisher","first-page":"2202","DOI":"10.1109\/TCYB.2014.2303712","volume":"44","author":"A Yazidi","year":"2014","unstructured":"Yazidi A, Granmo O-C, Oommen BJ, Goodwin M (2014) A novel strategy for solving the stochastic point location problem using a hierarchical searching scheme. IEEE Trans Cybern 44(11):2202\u20132220","journal-title":"IEEE Trans Cybern"},{"key":"1399_CR29","doi-asserted-by":"publisher","first-page":"24362","DOI":"10.1109\/ACCESS.2018.2820501","volume":"6","author":"A Yazidi","year":"2018","unstructured":"Yazidi A, Hammer H, Oommen BJ (2018) Higher-fidelity frugal and accurate quantile estimation using a novel incremental discretized paradigm. IEEE Access 6:24362\u201324374","journal-title":"IEEE Access"},{"key":"1399_CR30","doi-asserted-by":"publisher","first-page":"108","DOI":"10.1016\/j.ins.2017.02.014","volume":"393","author":"A Yazidi","year":"2017","unstructured":"Yazidi A, Oommen BJ (2017) A novel technique for stochastic root-finding: enhancing the search with adaptive d-ary search. Inf Sci 393:108\u2013129","journal-title":"Inf Sci"},{"key":"1399_CR31","doi-asserted-by":"crossref","unstructured":"Yazidi A, Oommen BJ (2017) The theory and applications of the stochastic point location problem. In: 2017 international conference on new trends in computing sciences (ICTCS). IEEE, pp 333\u2013341","DOI":"10.1109\/ICTCS.2017.70"},{"issue":"12","key":"1399_CR32","doi-asserted-by":"publisher","first-page":"2732","DOI":"10.1109\/TCYB.2015.2487338","volume":"46","author":"A Yazidi","year":"2016","unstructured":"Yazidi A, Oommen BJ (2016) Novel discretized weak estimators based on the principles of the stochastic search on the line problem. IEEE Trans Cybern 46(12):2732\u20132744","journal-title":"IEEE Trans Cybern"},{"key":"1399_CR33","doi-asserted-by":"crossref","unstructured":"Zhang J, Lu S, Zang D, Zhou M (2016) Integrating particle swarm optimization with stochastic point location method in noisy environment. In: 2016 international conference on systems, man, and cybernetics (SMC). IEEE, pp 002067\u2013002072","DOI":"10.1109\/SMC.2016.7844544"},{"issue":"3","key":"1399_CR34","doi-asserted-by":"publisher","first-page":"626","DOI":"10.1109\/TCYB.2016.2521859","volume":"47","author":"J Zhang","year":"2017","unstructured":"Zhang J, Wang Y, Wang C, Zhou M (2017) Symmetrical hierarchical stochastic searching on the line in informative and deceptive environments. IEEE Trans Cybern 47(3):626\u2013635","journal-title":"IEEE Trans Cybern"},{"key":"1399_CR35","doi-asserted-by":"crossref","unstructured":"Zhang J, Zhang L, Zhou M (2015) Solving stationary and stochastic point location problem with optimal computing budget allocation. In: 2015 IEEE international conference on systems, man, and cybernetics (SMC). IEEE, pp 145\u2013150","DOI":"10.1109\/SMC.2015.38"}],"container-title":["Applied Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10489-018-01399-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-018-01399-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-018-01399-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,2,1]],"date-time":"2020-02-01T19:05:06Z","timestamp":1580583906000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10489-018-01399-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,2,2]]},"references-count":35,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2019,7]]}},"alternative-id":["1399"],"URL":"https:\/\/doi.org\/10.1007\/s10489-018-01399-9","relation":{},"ISSN":["0924-669X","1573-7497"],"issn-type":[{"type":"print","value":"0924-669X"},{"type":"electronic","value":"1573-7497"}],"subject":[],"published":{"date-parts":[[2019,2,2]]},"assertion":[{"value":"2 February 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}