{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,18]],"date-time":"2026-03-18T18:25:57Z","timestamp":1773858357589,"version":"3.50.1"},"reference-count":27,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2013,3,10]],"date-time":"2013-03-10T00:00:00Z","timestamp":1362873600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Evolving Systems"],"published-print":{"date-parts":[[2015,9]]},"DOI":"10.1007\/s12530-013-9077-6","type":"journal-article","created":{"date-parts":[[2013,3,8]],"date-time":"2013-03-08T22:52:56Z","timestamp":1362783176000},"page":"153-165","source":"Crossref","is-referenced-by-count":13,"title":["An agile FCM for real-time modeling of dynamic and real-life systems"],"prefix":"10.1007","volume":"6","author":[{"given":"O.","family":"Motlagh","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Z.","family":"Jamaludin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S. H.","family":"Tang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"W.","family":"Khaksar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2013,3,10]]},"reference":[{"issue":"2","key":"9077_CR1","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1162\/pres.1994.3.2.173","volume":"3","author":"JA Dickerson","year":"1994","unstructured":"Dickerson JA, Kosko B (1994) Virtual worlds as fuzzy cognitive maps. Presence 3(2):173\u2013189","journal-title":"Presence"},{"key":"9077_CR2","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1016\/j.amc.2007.02.144","volume":"192","author":"M Ghazanfari","year":"2007","unstructured":"Ghazanfari M, Alizadeh S, Fathian M, Koulouriotis DE (2007) Comparing simulated annealing and genetic algorithm in learning FCM. Appl Math Comput 192:56\u201368","journal-title":"Appl Math Comput"},{"key":"9077_CR3","doi-asserted-by":"crossref","first-page":"329","DOI":"10.1016\/S0960-0779(98)00303-8","volume":"11","author":"PP Groumpos","year":"2000","unstructured":"Groumpos PP, Stylios CD (2000) Modeling supervisory control systems using fuzzy cognitive maps. Chaos Solitons Fractals 11:329\u2013336","journal-title":"Chaos Solitons Fractals"},{"key":"9077_CR4","volume-title":"Neural networks: a comprehensive foundation","author":"S Haykin","year":"1998","unstructured":"Haykin S (1998) Neural networks: a comprehensive foundation, 2nd edn. Prentice Hall, Englewood Cliffs","edition":"2"},{"key":"9077_CR5","volume-title":"The organization of behavior: a neuropsychological theory","author":"DO Hebb","year":"1949","unstructured":"Hebb DO (1949) The organization of behavior: a neuropsychological theory. Wiley, Hoboken"},{"key":"9077_CR6","doi-asserted-by":"crossref","unstructured":"Jetter A (2005) Product planning in fuzzy front end. ISBN 3-8350-0144-2","DOI":"10.1007\/978-3-322-82157-7"},{"key":"9077_CR7","volume-title":"Tracing chains-of-thought fuzzy methods in cognitive diagnosis","author":"BA Juliano","year":"1996","unstructured":"Juliano BA, Bandler W (1996) Tracing chains-of-thought fuzzy methods in cognitive diagnosis. Physica-Verlag, Heidelberg"},{"key":"9077_CR8","doi-asserted-by":"crossref","first-page":"463","DOI":"10.1023\/B:GRUP.0000045748.89201.f3","volume":"13","author":"MS Khan","year":"2004","unstructured":"Khan MS, Quaddus M (2004) Group decision support using fuzzy cognitive maps for causal reasoning. Group Decis Negot 13:463\u2013480","journal-title":"Group Decis Negot"},{"key":"9077_CR9","volume-title":"Fuzzy engineering","author":"B Kosko","year":"1996","unstructured":"Kosko B (1996) Fuzzy engineering. Prentice-Hall, Inc., Upper Saddle River"},{"key":"9077_CR10","doi-asserted-by":"crossref","unstructured":"Koulouriotis DE, Diakoulakis IE, Emiris DM (2001) Learning fuzzy cognitive maps using evolution strategies: a novel schema for modeling and simulating high-level behavior. IEEE Congress on Evolutionary Computation (CEC2001), pp 364\u2013371","DOI":"10.1109\/CEC.2001.934413"},{"key":"9077_CR11","unstructured":"McNeill FM, Thro E (1994) Fuzzy logic a practical approach. Academic Press Professional Inc., San Diego"},{"issue":"2","key":"9077_CR12","doi-asserted-by":"crossref","first-page":"371","DOI":"10.3130\/jaabe.8.371","volume":"8","author":"O Motlagh","year":"2009","unstructured":"Motlagh O, Tang SH, Ismail N, Ramli AR, Samin R (2009) A new path estimation strategy for predicting blind persons\u2019 motion in indoor environments. J Asian Archit Build Eng 8(2):371\u2013377","journal-title":"J Asian Archit Build Eng"},{"issue":"5","key":"9077_CR13","doi-asserted-by":"crossref","first-page":"1007","DOI":"10.1007\/s00521-010-0510-5","volume":"21","author":"O Motlagh","year":"2010","unstructured":"Motlagh O, Tang SH, Ramli AR (2010) An FCM modeling for using a priori knowledge: application study in modeling quadruped walking. Neural Comput Appl 21(5):1007\u20131015","journal-title":"Neural Comput Appl"},{"key":"9077_CR14","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1016\/j.fss.2011.12.013","volume":"201","author":"O Motlagh","year":"2012","unstructured":"Motlagh O, Tang SH, Ismail N, Ramli AR (2012) An expert fuzzy cognitive map for reactive navigation of mobile robots. Fuzzy Sets Syst 201:105\u2013121","journal-title":"Fuzzy Sets Syst"},{"key":"9077_CR15","volume-title":"Artificial intelligence: a guide to intelligent systems","author":"M Negnevitsky","year":"2005","unstructured":"Negnevitsky M (2005) Artificial intelligence: a guide to intelligent systems. Pearson Education Ltd., England"},{"key":"9077_CR16","unstructured":"Niskanen VA (2005) Application of fuzzy linguistic cognitive maps to prisoner\u2019s dilemma. ICIC Int :139\u2013152"},{"key":"9077_CR17","doi-asserted-by":"crossref","first-page":"409","DOI":"10.1016\/j.asoc.2004.08.008","volume":"5","author":"EI Papageorgiou","year":"2005","unstructured":"Papageorgiou EI, Groumpos PP (2005) A new hybrid method using evolutionary algorithms to train fuzzy cognitive maps. Appl Soft Comput 5:409\u2013431","journal-title":"Appl Soft Comput"},{"key":"9077_CR18","doi-asserted-by":"crossref","unstructured":"Papageorgiou EI, Stylios CD, Groumpos PP (2003) Fuzzy cognitive map learning based on nonlinear Hebbian rule. Australian Conference on Artificial intelligence, pp 256\u2013268","DOI":"10.1007\/978-3-540-24581-0_22"},{"issue":"3","key":"9077_CR19","doi-asserted-by":"crossref","first-page":"219","DOI":"10.1016\/j.ijar.2004.01.001","volume":"37","author":"EI Papageorgiou","year":"2004","unstructured":"Papageorgiou EI, Stylios CD, Groumpos PP (2004) Active Hebbian learning algorithm to train fuzzy cognitive maps. Int J Approx Reason 37(3):219\u2013247","journal-title":"Int J Approx Reason"},{"key":"9077_CR20","doi-asserted-by":"crossref","first-page":"727","DOI":"10.1016\/j.ijhcs.2006.02.009","volume":"64","author":"EI Papageorgiou","year":"2006","unstructured":"Papageorgiou EI, Stylios CD, Groumpos PP (2006) Unsupervised learning techniques for fine-tuning fuzzy cognitive map causal links. Int J Hum Comput Stud 64:727\u2013743","journal-title":"Int J Hum Comput Stud"},{"issue":"2","key":"9077_CR21","doi-asserted-by":"crossref","first-page":"543","DOI":"10.1016\/j.eswa.2006.01.032","volume":"32","author":"L Rodriguez","year":"2007","unstructured":"Rodriguez L, Setchi R, Salmeron JL (2007) Modelling IT projects success with fuzzy cognitive maps. Expert Syst Appl 32(2):543\u2013559","journal-title":"Expert Syst Appl"},{"key":"9077_CR22","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1016\/S0165-0114(96)00218-7","volume":"93","author":"M Schneider","year":"1998","unstructured":"Schneider M, Kandel A, Chew G (1998) Automatic construction of FCMs. Fuzzy Sets Syst 93:161\u2013172","journal-title":"Fuzzy Sets Syst"},{"key":"9077_CR23","unstructured":"Shuklin DE (2004) The further development of semantic neural network models, In: Artificial Intelligence, Donetsk Institute of Artificial Intelligence, Ukraine, vol 3, pp 598\u2013606"},{"key":"9077_CR24","doi-asserted-by":"crossref","first-page":"371","DOI":"10.1016\/j.fss.2005.01.009","volume":"153","author":"W Stach","year":"2005","unstructured":"Stach W, Kurgan L, Pedrycz W, Reformat M (2005) Genetic learning of fuzzy cognitive maps. Fuzzy Sets Syst 153:371\u2013401","journal-title":"Fuzzy Sets Syst"},{"key":"9077_CR25","doi-asserted-by":"crossref","first-page":"549","DOI":"10.1109\/ICNN.1988.23971","volume":"2","author":"MA Styblinski","year":"1988","unstructured":"Styblinski MA, Meyer BD (1988) Fuzzy cognitive maps, signal flow graphs, and qualitative circuit analysis. Proc IEEE Int Conf Neural Netw 2:549\u2013556","journal-title":"Proc IEEE Int Conf Neural Netw"},{"key":"9077_CR26","unstructured":"Vazquez A (2002) A balanced differential learning algorithm in fuzzy cognitive maps, Technical Report, Departament de Lenguatges I Sistemes Informatics, Universitat Politecnica de Catalunya (UPC)"},{"issue":"2","key":"9077_CR27","first-page":"31","volume":"5","author":"L Zhenbang","year":"2007","unstructured":"Zhenbang L, Zhou L (2007) Advanced fuzzy cognitive maps based on OWA aggregation. Int J Comput Cogn 5(2):31\u201334","journal-title":"Int J Comput Cogn"}],"container-title":["Evolving Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12530-013-9077-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s12530-013-9077-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12530-013-9077-6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,2]],"date-time":"2019-06-02T08:15:53Z","timestamp":1559463353000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s12530-013-9077-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,3,10]]},"references-count":27,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2015,9]]}},"alternative-id":["9077"],"URL":"https:\/\/doi.org\/10.1007\/s12530-013-9077-6","relation":{},"ISSN":["1868-6478","1868-6486"],"issn-type":[{"value":"1868-6478","type":"print"},{"value":"1868-6486","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,3,10]]}}}