{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,8]],"date-time":"2026-07-08T23:26:30Z","timestamp":1783553190715,"version":"3.55.0"},"publisher-location":"Cham","reference-count":26,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319465616","type":"print"},{"value":"9783319465623","type":"electronic"}],"license":[{"start":{"date-parts":[[2016,9,7]],"date-time":"2016-09-07T00:00:00Z","timestamp":1473206400000},"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\/978-3-319-46562-3_19","type":"book-chapter","created":{"date-parts":[[2016,9,6]],"date-time":"2016-09-06T11:58:09Z","timestamp":1473163089000},"page":"287-307","source":"Crossref","is-referenced-by-count":6,"title":["Evolutionary Algorithms with Linkage Information for Feature Selection in Brain Computer Interfaces"],"prefix":"10.1007","author":[{"given":"Jason","family":"Adair","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alexander","family":"Brownlee","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gabriela","family":"Ochoa","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2016,9,7]]},"reference":[{"key":"19_CR1","doi-asserted-by":"crossref","unstructured":"Brownlee, A.E.I., McCall, J.A.W., Christie, L.A.: Structural coherence of problem and algorithm: an analysis for EDAs on all 2-bit and 3-bit problems. In: Proceedings of the IEEE CEC, pp. 2066\u20132073, Sendai, Japan, 2015. IEEE Press","DOI":"10.1109\/CEC.2015.7257139"},{"key":"19_CR2","doi-asserted-by":"crossref","unstructured":"Brownlee, A.E.I., Pelikan, M., McCall, J.A.W., Petrovski, A.: An application of a multivariate estimation of distribution algorithm to cancer chemotherapy. In: Proceedings of the GECCO, pp. 463\u2013464, Atlanta, GA, USA, 2008. ACM Press","DOI":"10.1145\/1389095.1389179"},{"issue":"6","key":"19_CR3","doi-asserted-by":"crossref","first-page":"862","DOI":"10.1109\/TEVC.2013.2281538","volume":"17","author":"AEI Brownlee","year":"2013","unstructured":"Brownlee, A.E.I., McCall, J.A.W., Zhang, Q.: Fitness modeling with Markov networks. IEEE Trans. Evolut. Comput. 17(6), 862\u2013879 (2013)","journal-title":"IEEE Trans. Evolut. Comput."},{"key":"19_CR4","doi-asserted-by":"crossref","unstructured":"Brownlee, A.E.I., McCall, J.A.W., Pelikan, M.: Influence of selection on structure learning in Markov network EDAs: an empirical study. In: Proceedings of the GECCO, pp. 249\u2013256. ACM Press (2012)","DOI":"10.1145\/2330163.2330200"},{"key":"19_CR5","doi-asserted-by":"crossref","unstructured":"Brownlee, A.E.I., Regnier-Coudert, O., McCall, J.A.W., Massie, S., Stulajter, S.: An application of a GA with Markov network surrogate to feature selection. Int. J. Syst. Sci. 44(11), 2039\u20132056 (2013)","DOI":"10.1080\/00207721.2012.684449"},{"key":"19_CR6","doi-asserted-by":"crossref","unstructured":"Burke, E.K., Newall, J.P., Weare, R.F.: A memetic algorithm for university exam timetabling. In: Practice and Theory of Automated Timetabling: First International Conference Edinburgh, U.K., 29 August\u20131 September 1995 Selected Papers, Chapter, pp. 241\u2013250. Springer, Berlin (1996)","DOI":"10.1007\/3-540-61794-9_63"},{"issue":"1","key":"19_CR7","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1016\/j.compeleceng.2013.11.024","volume":"40","author":"G Chandrashekar","year":"2014","unstructured":"Chandrashekar, G., Sahin, F.: A survey on feature selection methods. Comput. Electr. Eng. 40(1), 16\u201328 (2014)","journal-title":"Comput. Electr. Eng."},{"key":"19_CR8","doi-asserted-by":"crossref","unstructured":"Chen, B., Hu, J.: Protein structure prediction based on hp model using an improved hybrid EDA. In: Exploitation of Linkage Learning in Evolutionary Algorithms, chapter, pp. 193\u2013214. Springer, Berlin (2010)","DOI":"10.1007\/978-3-642-12834-9_9"},{"key":"19_CR9","doi-asserted-by":"crossref","unstructured":"Chicano, F., Whitley, D., Sutton, A.M.: Efficient identification of improving moves in a ball for pseudo-boolean problems. In: Proceedings of the 2014 Conference on Genetic and Evolutionary Computation, GECCO \u201914, pp. 437\u2013444, New York, NY, USA, 2014. ACM","DOI":"10.1145\/2576768.2598304"},{"key":"19_CR10","doi-asserted-by":"crossref","unstructured":"Dias, N.S., Jacinto, L.R., Mendes, P.M., Correia, J.H.: Feature down-selection in brain-computer interfaces dimensionality reduction and discrimination power. In: 2009 4th International IEEE\/EMBS Conference on Neural Engineering, NER \u201909, pp. 323\u2013326 (2009)","DOI":"10.1109\/NER.2009.5109298"},{"key":"19_CR11","unstructured":"Harik, G.R., Goldberg, D.E.: Learning linkage. In: FOGA, vol.\u00a04, pp. 247\u2013262 (1996)"},{"issue":"3","key":"19_CR12","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1016\/j.swevo.2011.08.003","volume":"1","author":"M Hauschild","year":"2011","unstructured":"Hauschild, M., Pelikan, M.: An introduction and survey of estimation of distribution algorithms. Swarm Evol. Comput. 1(3), 111\u2013128 (2011)","journal-title":"Swarm Evol. Comput."},{"key":"19_CR13","doi-asserted-by":"crossref","unstructured":"Hauschild, M., Pelikan, M., Lima, C.F., Sastry, K.: Analyzing probabilistic models in hierarchical BOA on traps and spin glasses. In: Proceedings of the GECCO, pp. 523\u2013530. ACM Press (2007)","DOI":"10.1145\/1276958.1277070"},{"issue":"4","key":"19_CR14","doi-asserted-by":"crossref","first-page":"517","DOI":"10.1162\/1063656043138914","volume":"12","author":"RB Heckendorn","year":"2004","unstructured":"Heckendorn, R.B., Wright, A.H.: Efficient linkage discovery by limited probing. Evol. Comput. 12(4), 517\u2013545 (2004)","journal-title":"Evol. Comput."},{"key":"19_CR15","unstructured":"Holland, J.H. (ed.): Adaptation in Natural and Artificial Systems, pp. 175\u2013177. University of Michigan Press, Ann Arbor (1975)"},{"key":"19_CR16","doi-asserted-by":"crossref","unstructured":"Kallel, L., Naudts, B., Reeves, R.: Properties of fitness functions and search landscapes. In: Kallel, L., Naudts, B., Rogers, A. (eds.) Theoretical Aspects of Evolutionary Computing, pp. 177\u2013208. Springer (2000)","DOI":"10.1007\/978-3-662-04448-3"},{"key":"19_CR17","first-page":"71","volume":"5","author":"M Ko","year":"2011","unstructured":"Ko, M., Majkowski, A., Rak, R.: Implementation of genetic algorithms to feature selection for the use of brain-computer. Interface 5, 71\u201373 (2011)","journal-title":"Interface"},{"key":"19_CR18","doi-asserted-by":"crossref","first-page":"80","DOI":"10.1016\/j.ins.2014.09.020","volume":"293","author":"J Lee","year":"2015","unstructured":"Lee, J., Kim, D.-W.: Memetic feature selection algorithm for multi-label classification. Inf. Sci. 293, 80\u201396 (2015)","journal-title":"Inf. Sci."},{"issue":"7","key":"19_CR19","doi-asserted-by":"crossref","first-page":"1351","DOI":"10.1007\/s00500-010-0675-y","volume":"15","author":"CF Lima","year":"2010","unstructured":"Lima, C.F., Lobo, F.G., Pelikan, M., Goldberg, D.E.: Model accuracy in the Bayesian optimization algorithm. Soft Comput. 15(7), 1351\u20131371 (2010)","journal-title":"Soft Comput."},{"key":"19_CR20","doi-asserted-by":"crossref","unstructured":"Lozano, J.A., Larra\u00f1aga, P., Inza, I., Bengoetxea, E.: Towards a New Evolutionary Computation: Advances on Estimation of Distribution Algorithms (Studies in Fuzziness and Soft Computing). Springer (2006)","DOI":"10.1007\/3-540-32494-1"},{"key":"19_CR21","doi-asserted-by":"crossref","unstructured":"Nicolas-Alonso, L.-P., Gomez-Gil, J.: Brain computer interfaces, a review. Sensors (Basel, Switzerland) 12(2), 1211\u20131279 (2012)","DOI":"10.3390\/s120201211"},{"key":"19_CR22","doi-asserted-by":"crossref","unstructured":"Payne, J.L., Greene, C.S., Hill, D.P., Moore, J.H.: Sensible initialization of a computational evolution system using expert knowledge for epistasis analysis in human genetics. In: Exploitation of Linkage Learning in Evolutionary Algorithms, pp. 215\u2013226. Springer, Berlin (2010)","DOI":"10.1007\/978-3-642-12834-9_10"},{"key":"19_CR23","doi-asserted-by":"crossref","unstructured":"Radetic, E., Pelikan, M.: Spurious dependencies and EDA scalability. In: Proceedings of the GECCO, pp. 303\u2013310 (2010)","DOI":"10.1145\/1830483.1830543"},{"issue":"3","key":"19_CR24","doi-asserted-by":"crossref","first-page":"485","DOI":"10.1007\/s10044-014-0425-3","volume":"18","author":"I Rejer","year":"2014","unstructured":"Rejer, I.: Genetic algorithm with aggressive mutation for feature selection in BCI feature space. Pattern Anal. Appl. 18(3), 485\u2013492 (2014)","journal-title":"Pattern Anal. Appl."},{"key":"19_CR25","doi-asserted-by":"crossref","unstructured":"Andrew, B., Schwartz, X., Cui, T., Weber, D.J., Moran, D.W.: Brain-controlled interfaces: movement restoration with neural prosthetics. Neuron 52(1), 205\u201320 (2006)","DOI":"10.1016\/j.neuron.2006.09.019"},{"key":"19_CR26","doi-asserted-by":"crossref","unstructured":"Whitley, D., Chen, W.: Constant time steepest descent local search with lookahead for NK-landscapes and MAX-kSAT. In: Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation, GECCO \u201912, pp. 1357\u20131364, New York, NY, USA, 2012. ACM","DOI":"10.1145\/2330163.2330351"}],"container-title":["Advances in Intelligent Systems and Computing","Advances in Computational Intelligence Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-46562-3_19","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,13]],"date-time":"2019-09-13T06:47:20Z","timestamp":1568357240000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-46562-3_19"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,9,7]]},"ISBN":["9783319465616","9783319465623"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-46562-3_19","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"value":"2194-5357","type":"print"},{"value":"2194-5365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,9,7]]}}}