{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T14:47:59Z","timestamp":1742914079457,"version":"3.40.3"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319687582"},{"type":"electronic","value":"9783319687599"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-68759-9_32","type":"book-chapter","created":{"date-parts":[[2017,10,12]],"date-time":"2017-10-12T22:33:42Z","timestamp":1507847622000},"page":"385-396","source":"Crossref","is-referenced-by-count":2,"title":["Learning of Sparse Fuzzy Cognitive Maps Using Evolutionary Algorithm with Lasso Initialization"],"prefix":"10.1007","author":[{"given":"Kai","family":"Wu","sequence":"first","affiliation":[]},{"given":"Jing","family":"Liu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,10,14]]},"reference":[{"issue":"1","key":"32_CR1","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1016\/S0020-7373(86)80040-2","volume":"24","author":"B Kosko","year":"1986","unstructured":"Kosko, B.: Fuzzy cognitive maps. Int. J. Man Mach. Stud. 24(1), 65\u201375 (1986)","journal-title":"Int. J. Man Mach. Stud."},{"issue":"2","key":"32_CR2","first-page":"233","volume":"18","author":"H Song","year":"2010","unstructured":"Song, H., Miao, C., Roel, W., Shen, Z., Catthoor, F.: Implementation of fuzzy cognitive maps based on fuzzy neural network and application in prediction of time series. IEEE Trans. Fuzzy Syst. 18(2), 233\u2013250 (2010)","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"1","key":"32_CR3","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1109\/TFUZZ.2007.902020","volume":"16","author":"W Stach","year":"2008","unstructured":"Stach, W., Kurgan, L.A., Pedrycz, W.: Numerical and linguistic prediction of time series with the use of fuzzy cognitive maps. IEEE Trans. Fuzzy Syst. 16(1), 61\u201372 (2008)","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"1","key":"32_CR4","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1109\/TSMCA.2003.818878","volume":"34","author":"CD Stylios","year":"2004","unstructured":"Stylios, C.D., Groumpos, P.P.: Modeling complex systems using fuzzy cognitive maps. IEEE Trans. Syst. Man Cybern. Part A: Syst. Hum. 34(1), 155\u2013162 (2004)","journal-title":"IEEE Trans. Syst. Man Cybern. Part A: Syst. Hum."},{"issue":"3","key":"32_CR5","doi-asserted-by":"crossref","first-page":"194","DOI":"10.1007\/s00500-004-0344-0","volume":"9","author":"AS Andreou","year":"2005","unstructured":"Andreou, A.S., Mateou, N.H., Zombanakis, G.A.: Soft computing or crisis management and political decision making: the use of genetically evolved fuzzy cognitive maps. Soft. Comput. 9(3), 194\u2013210 (2005)","journal-title":"Soft. Comput."},{"key":"32_CR6","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1016\/j.knosys.2016.09.010","volume":"113","author":"K Wu","year":"2016","unstructured":"Wu, K., Liu, J.: Robust learning of large-scale fuzzy cognitive maps via the lasso from noisy time series. Knowl.-Based Syst. 113, 23\u201338 (2016)","journal-title":"Knowl.-Based Syst."},{"key":"32_CR7","doi-asserted-by":"crossref","first-page":"3880","DOI":"10.1016\/j.ins.2008.05.015","volume":"178","author":"K Tsadiras","year":"2008","unstructured":"Tsadiras, K.: Comparing the inference capabilities of binary, trivalent and sigmoid fuzzy cognitive maps. Inf. Sci. 178, 3880\u20133894 (2008)","journal-title":"Inf. Sci."},{"key":"32_CR8","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1016\/j.knosys.2012.01.008","volume":"30","author":"JL Salmeron","year":"2012","unstructured":"Salmeron, J.L., Papageorgiou, E.I.: A fuzzy grey cognitive maps-based decision support system for radiotherapy treatment planning. Knowl.-Based Syst. 30, 151\u2013160 (2012)","journal-title":"Knowl.-Based Syst."},{"key":"32_CR9","doi-asserted-by":"crossref","first-page":"667","DOI":"10.1016\/j.asoc.2015.08.039","volume":"37","author":"Y Chen","year":"2015","unstructured":"Chen, Y., Mazlack, L.J., Minai, A.A., Lu, L.J.: Inferring causal networks using fuzzy cognitive maps and evolutionary algorithms with application to gene regulatory network reconstruction. Appl. Soft Comput. 37, 667\u2013679 (2015)","journal-title":"Appl. Soft Comput."},{"issue":"2","key":"32_CR10","doi-asserted-by":"crossref","first-page":"419","DOI":"10.1109\/TFUZZ.2015.2459756","volume":"24","author":"J Liu","year":"2016","unstructured":"Liu, J., Chi, Y., Zhu, C.: A dynamic multi-agent genetic algorithm for gene regulatory network reconstruction based on fuzzy cognitive maps. IEEE Trans. Fuzzy Syst. 24(2), 419\u2013431 (2016)","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"2","key":"32_CR11","doi-asserted-by":"crossref","first-page":"150","DOI":"10.1109\/TSMCC.2011.2138694","volume":"42","author":"EI Papageorgiou","year":"2012","unstructured":"Papageorgiou, E.I.: Learning algorithms for fuzzy cognitive maps - a review study. IEEE Trans. Syst. Man Cybern. Part C 42(2), 150\u2013163 (2012)","journal-title":"IEEE Trans. Syst. Man Cybern. Part C"},{"key":"32_CR12","doi-asserted-by":"crossref","unstructured":"Papageorgiou, E.I., Stylios, C.D., Groumpos, P.P.: Fuzzy cognitive map learning based on nonlinear Hebbian rule. In: Proceedings of Australian Conference on Artificial Intelligence, pp. 256\u2013268 (2003)","DOI":"10.1007\/978-3-540-24581-0_22"},{"key":"32_CR13","doi-asserted-by":"crossref","unstructured":"Stach, W., Kurgan, L.A., Pedrycz, W.: Data-driven nonlinear Hebbian learning method for fuzzy cognitive maps. In: Proceedings of 2008 IEEE International Conference on Fuzzy Systems, pp. 1975\u20131981 (2008)","DOI":"10.1109\/FUZZY.2008.4630640"},{"issue":"19","key":"32_CR14","doi-asserted-by":"crossref","first-page":"2515","DOI":"10.1016\/j.fss.2010.04.008","volume":"161","author":"W Stach","year":"2010","unstructured":"Stach, W., Kurgan, L., Pedrycz, W.: A divide and conquer method for learning large fuzzy cognitive maps. Fuzzy Sets Syst. 161(19), 2515\u20132532 (2010)","journal-title":"Fuzzy Sets Syst."},{"key":"32_CR15","doi-asserted-by":"crossref","first-page":"94","DOI":"10.1016\/j.neucom.2016.10.071","volume":"232","author":"K Wu","year":"2017","unstructured":"Wu, K., Liu, J., Chi, Y.: Wavelet fuzzy cognitive maps. Neurocomputing 232, 94\u2013103 (2017)","journal-title":"Neurocomputing"},{"issue":"3","key":"32_CR16","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.: Genetic learning of fuzzy cognitive maps. Fuzzy Sets Syst. 153(3), 371\u2013401 (2005)","journal-title":"Fuzzy Sets Syst."},{"key":"32_CR17","doi-asserted-by":"crossref","unstructured":"Chen, Y., Mazlack, L.J., Lu, L.J.: Learning fuzzy cognitive maps from data by ant colony optimization. In: Proceedings of Genetic and Evolutionary Computation Conference, pp. 9\u201316 (2012)","DOI":"10.1145\/2330163.2330166"},{"key":"32_CR18","doi-asserted-by":"crossref","unstructured":"Neubauer, A.: A theoretical analysis of the non-uniform mutation operator for the modified genetic algorithm. In: Proceedings of IEEE Congress on Evolutionary Computation, pp. 93\u201396 (1997)","DOI":"10.1109\/ICEC.1997.592275"},{"key":"32_CR19","first-page":"187","volume":"2","author":"LJ Eshellman","year":"1993","unstructured":"Eshellman, L.J.: Real-coded genetic algorithms and interval-schemata. Found. Genet. Algorithms 2, 187\u2013202 (1993)","journal-title":"Found. Genet. Algorithms"},{"issue":"3","key":"32_CR20","first-page":"1","volume":"9","author":"K Deb","year":"1994","unstructured":"Deb, K., Agrawal, R.B.: Simulated binary crossover for continuous search space. Complex Syst. 9(3), 1\u201315 (1994)","journal-title":"Complex Syst."},{"issue":"6","key":"32_CR21","doi-asserted-by":"crossref","first-page":"2397","DOI":"10.1109\/TFUZZ.2015.2426311","volume":"23","author":"G Acampora","year":"2015","unstructured":"Acampora, G., Pedrycz, W., Vitiello, A.: A competent memetic algorithm for learning fuzzy cognitive maps. IEEE Trans. Fuzzy Syst. 23(6), 2397\u20132411 (2015)","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"3","key":"32_CR22","doi-asserted-by":"crossref","first-page":"900","DOI":"10.1109\/TSMCB.2011.2182646","volume":"42","author":"W Stach","year":"2012","unstructured":"Stach, W., Pedrycz, W., Kurgan, L.A.: Learning of fuzzy cognitive maps using density estimate. IEEE Trans. Syst. Man Cybern. Part B 42(3), 900\u2013912 (2012)","journal-title":"IEEE Trans. Syst. Man Cybern. Part B"},{"issue":"1","key":"32_CR23","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1109\/TFUZZ.2015.2426314","volume":"24","author":"Y Chi","year":"2016","unstructured":"Chi, Y., Liu, J.: Learning of fuzzy cognitive maps with varying densities using a multi-objective evolutionary algorithm. IEEE Trans. Fuzzy Syst. 24(1), 71\u201381 (2016)","journal-title":"IEEE Trans. Fuzzy Syst."}],"container-title":["Lecture Notes in Computer Science","Simulated Evolution and Learning"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-68759-9_32","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,10,13]],"date-time":"2017-10-13T23:40:23Z","timestamp":1507938023000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-68759-9_32"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319687582","9783319687599"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-68759-9_32","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]}}}