{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T20:51:07Z","timestamp":1743022267604,"version":"3.40.3"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319591520"},{"type":"electronic","value":"9783319591537"}],"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\/978-3-319-59153-7_3","type":"book-chapter","created":{"date-parts":[[2017,5,16]],"date-time":"2017-05-16T20:53:33Z","timestamp":1494968013000},"page":"28-39","source":"Crossref","is-referenced-by-count":4,"title":["Deep Belief Networks and Multiobjective Feature Selection for BCI with Multiresolution Analysis"],"prefix":"10.1007","author":[{"given":"Julio","family":"Ortega","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andr\u00e9s","family":"Ortiz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pedro","family":"Mart\u00edn-Smith","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"John Q.","family":"Gan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jes\u00fas","family":"Gonz\u00e1lez-Pe\u00f1alver","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,5,18]]},"reference":[{"issue":"3","key":"3_CR1","doi-asserted-by":"crossref","first-page":"252","DOI":"10.1109\/34.75512","volume":"13","author":"SJ Raudys","year":"1991","unstructured":"Raudys, S.J., Jain, A.K.: Small sample size effects in statistical pattern recognition: recommendations for practitioners. IEEE Trans. Pattern Anal. Mach. Intell. 13(3), 252\u2013264 (1991)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"3_CR2","doi-asserted-by":"crossref","first-page":"2507","DOI":"10.1093\/bioinformatics\/btm344","volume":"23","author":"Y Saeys","year":"2007","unstructured":"Saeys, Y., Inza, I., Larra\u00f1aga, P.: A review of feature selection techniques in bioinformatics. Bioinformatics 23, 2507\u20132517 (2007)","journal-title":"Bioinformatics"},{"key":"3_CR3","volume-title":"Ten Lectures on Wavelets","author":"I Daubechies","year":"2006","unstructured":"Daubechies, I.: Ten Lectures on Wavelets. SIAM, Philadelphia (2006)"},{"key":"3_CR4","doi-asserted-by":"publisher","unstructured":"Asensio-Cubero, J., Gan, J.Q., Palaniappan, R.: Multiresolution analysis over simple graphs for brain computer interfaces. J. Neural Eng. 10(4) (2013). doi:\n10.1088\/1741-2560\/10\/4\/046014","DOI":"10.1088\/1741-2560\/10\/4\/046014"},{"key":"3_CR5","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1126\/science.1127647","volume":"313","author":"GE Hinton","year":"2006","unstructured":"Hinton, G.E., Salakhutdinov, R.R.: Reducing the dimensionality of data with neural networks. Science 313, 504\u2013507 (2006)","journal-title":"Science"},{"key":"3_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"849","DOI":"10.1007\/3-540-45356-3_83","volume-title":"Parallel Problem Solving from Nature PPSN VI","author":"K Deb","year":"2000","unstructured":"Deb, K., Agrawal, S., Pratap, A., Meyarivan, T.: A fast elitist non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II. In: Schoenauer, M., Deb, K., Rudolph, G., Yao, X., Lutton, E., Merelo, J.J., Schwefel, H.-P. (eds.) PPSN 2000. LNCS, vol. 1917, pp. 849\u2013858. Springer, Heidelberg (2000). doi:\n10.1007\/3-540-45356-3_83"},{"key":"3_CR7","volume-title":"Statistical Learning Theory","author":"VN Vapnik","year":"1998","unstructured":"Vapnik, V.N.: Statistical Learning Theory. Wiley-Interscience, Hoboken (1998)"},{"key":"3_CR8","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1177\/001316446002000104","volume":"20","author":"J Cohen","year":"1960","unstructured":"Cohen, J.: A coefficient of agreement for nominal scales. Educ. Psychol. Meas. 20, 37\u201346 (1960)","journal-title":"Educ. Psychol. Meas."},{"key":"3_CR9","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1016\/j.neunet.2014.09.003","volume":"61","author":"J Schmidhuber","year":"2015","unstructured":"Schmidhuber, J.: Deep learning in neural networks: an overview. Neural Netw. 61, 85\u2013117 (2015)","journal-title":"Neural Netw."},{"key":"3_CR10","unstructured":"Smolensky, P.: Parallel distributed processing: explorations in the microstructure of cognition. In: Information Processing in Dynamical Systems: Foundations of Harmony Theory, vol. 1, pp. 194\u2013281. MIT Press, Cambridge (1986)"},{"key":"3_CR11","unstructured":"Hinton, G.E., Sejnowski, T.T.: Learning and relearning in Boltzmann machines. In: Parallel Distributed Processing, vol. 1, pp. 282\u2013317. MIT Press (1986)"},{"key":"3_CR12","doi-asserted-by":"crossref","unstructured":"Ortiz, A., Munilla, J., G\u00f3rriz, J.M., Ram\u00edrez, J.: Ensembles of deep learning architectures for the early diagnosis of the Alzheimer\u2019s disease. Int. J. Neural Syst. 26(7) (2016)","DOI":"10.1142\/S0129065716500258"},{"key":"3_CR13","series-title":"Springer Texts in Statistics","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1007\/978-0-387-78189-1_8","volume-title":"Modern Multivariate Statistical Techniques","author":"AJ Izenman","year":"2013","unstructured":"Izenman, A.J.: Linear discriminant analysis. In: Izenman, A.J. (ed.) Modern Multivariate Statistical Techniques. Springer Texts in Statistics, pp. 237\u2013280. Springer, Heidelberg (2013)"},{"issue":"1","key":"3_CR14","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1186\/s12938-016-0178-x","volume":"15","author":"J Ortega","year":"2016","unstructured":"Ortega, J., Asensio-Cubero, J., Gan, J.Q., Ortiz, A.: Classification of motor imagery tasks for BCI with multiresolution analysis and multiobjective feature selection. Biomed. Eng. Online 15(1), 73 (2016)","journal-title":"Biomed. Eng. Online"},{"key":"3_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1007\/978-3-319-09330-7_25","volume-title":"Intelligent Computing in Bioinformatics","author":"X An","year":"2014","unstructured":"An, X., Kuang, D., Guo, X., Zhao, Y., He, L.: A deep learning method for classification of EEG data based on motor imagery. In: Huang, D.-S., Han, K., Gromiha, M. (eds.) ICIC 2014. LNCS, vol. 8590, pp. 203\u2013210. Springer, Cham (2014). doi:\n10.1007\/978-3-319-09330-7_25"},{"key":"3_CR16","doi-asserted-by":"crossref","unstructured":"Ren, Y., Wu, Y.: Convolutional deep belief networks for feature extraction of EEG signal. In: International Joint Conference on Neural Networks (IJCNN), 6\u201311 July 2014","DOI":"10.1109\/IJCNN.2014.6889383"},{"key":"3_CR17","unstructured":"Liu, J., Cheng, Y., Zhang, W.: Deep learning EEG response representation for brain-computer interface. In: Proceedings of the 34th Chinese Control Conference, 28\u201330 July 2015"}],"container-title":["Lecture Notes in Computer Science","Advances in Computational Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-59153-7_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,18]],"date-time":"2017-06-18T22:54:17Z","timestamp":1497826457000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-59153-7_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319591520","9783319591537"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-59153-7_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]}}}