{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T08:28:59Z","timestamp":1760171339226,"version":"3.40.4"},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319112978"},{"type":"electronic","value":"9783319112985"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-11298-5_15","type":"book-chapter","created":{"date-parts":[[2014,8,13]],"date-time":"2014-08-13T14:43:23Z","timestamp":1407941003000},"page":"142-151","source":"Crossref","is-referenced-by-count":0,"title":["Empirical Identification of Non-stationary Dynamics in Time Series of Recordings"],"prefix":"10.1007","author":[{"given":"Emili","family":"Balaguer-Ballester","sequence":"first","affiliation":[]},{"given":"Alejandro","family":"Tabas-Diaz","sequence":"additional","affiliation":[]},{"given":"Marcin","family":"Budka","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"15_CR1","doi-asserted-by":"publisher","first-page":"95648","DOI":"10.1371\/journal.pone.0095648","volume":"9","author":"E. Balaguer-Ballester","year":"2014","unstructured":"Balaguer-Ballester, E., Tabas-Diaz, A., Budka, M.: Can we identify non-stationary dynamics of trial-to-trial variability? PLoS ONE\u00a09, e95648 (2014)","journal-title":"PLoS ONE"},{"key":"15_CR2","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1016\/S0304-3800(02)00127-8","volume":"156","author":"E. Balaguer-Ballester","year":"2002","unstructured":"Balaguer-Ballester, E., Camps-Valls, G., Carrasco-Rodriguez, J.L., Soria-Olivas, E., del Valle-Tascon, S.: Effective one-day ahead prediction of hourly surface ozone concentrations in Eastern Spain using linear models and neural networks. Ecological Modelling\u00a0156, 27\u201341 (2002)","journal-title":"Ecological Modelling"},{"key":"15_CR3","doi-asserted-by":"publisher","first-page":"1002057","DOI":"10.1371\/journal.pcbi.1002057","volume":"7","author":"E. Balaguer-Ballester","year":"2011","unstructured":"Balaguer-Ballester, E., Lapish, C., Seamans, J., Durstewitz, D.: Attracting dynamics of frontal cortex ensembles during memory guided decision making. PLoS Computational Biology\u00a07, e1002057 (2011)","journal-title":"PLoS Computational Biology"},{"key":"15_CR4","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1016\/j.neuron.2012.03.016","volume":"74","author":"J.M. Beck","year":"2012","unstructured":"Beck, J.M., Ma, W.J., Pitkow, X., Latham, P.E., Pouget, A.: Not noisy, just wrong: The role of suboptimal inference in behavioral variability. Neuron\u00a074, 33\u201339 (2012)","journal-title":"Neuron"},{"key":"15_CR5","doi-asserted-by":"crossref","first-page":"631","DOI":"10.1109\/TNNLS.2012.2185811","volume":"23","author":"D.A.J. Blythe","year":"2012","unstructured":"Blythe, D.A.J., von Bunau, P., Meinecke, F.C., Robert-Muller, K.: Feature extraction for change-point detection using stationary subspace analysis. IEEE Trans. Neural Networks\u00a023, 631\u2013643 (2012)","journal-title":"IEEE Trans. Neural Networks"},{"key":"15_CR6","doi-asserted-by":"publisher","first-page":"1785","DOI":"10.1016\/j.neucom.2010.12.017","volume":"74","author":"A. Bouchachia","year":"2011","unstructured":"Bouchachia, A.: Incremental learning with multi-level adaptation. Neurocomputing\u00a074, 1785\u20131799 (2011)","journal-title":"Neurocomputing"},{"doi-asserted-by":"crossref","unstructured":"Chen, J.S., Hu, N.J.: A frequency domain test for detecting nonstationary time series. Computational Statistics and Data Analysis (in press, 2014)","key":"15_CR7","DOI":"10.1016\/j.csda.2014.02.006"},{"key":"15_CR8","doi-asserted-by":"publisher","first-page":"2088","DOI":"10.1080\/00207160802610843","volume":"87","author":"J. Du","year":"2010","unstructured":"Du, J., Cui, M.: Solving the forced duffing equation with integral boundary conditions in the reproducing kernel space. International Journal of Computer Mathematics\u00a087, 2088\u20132100 (2010)","journal-title":"International Journal of Computer Mathematics"},{"key":"15_CR9","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1007\/s13295-010-0011-0","volume":"1","author":"D. Durstewitz","year":"2010","unstructured":"Durstewitz, D., Balaguer-Ballester, E.: Statistical approaches for reconstructing neuro-cognitive dynamics from high-dimensional neural recordings. Neuroforum\u00a01, 89\u201398 (2010)","journal-title":"Neuroforum"},{"key":"15_CR10","first-page":"1097","volume":"6","author":"Z. Feng","year":"2006","unstructured":"Feng, Z., Chen, G., Hsu, S.: A qualitative study of the damped duffing equation and applications. American Institute of Mathematical Sciences\u00a06, 1097\u20131112 (2006)","journal-title":"American Institute of Mathematical Sciences"},{"key":"15_CR11","doi-asserted-by":"publisher","first-page":"6173","DOI":"10.1016\/j.atmosenv.2006.04.067","volume":"40","author":"J. Gomez-Sanchis","year":"2006","unstructured":"Gomez-Sanchis, J., Martin-Guerrero, J.O., Soria-Olivas, E., Vila-Frances, J., Carrasco, J.L., del Valle-Tascon, S.: Neural networks for analysing the relevance of input variables in the prediction of tropospheric ozone concentration. Atmospheric Environment\u00a040, 6173\u20136180 (2006)","journal-title":"Atmospheric Environment"},{"key":"15_CR12","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1016\/j.neunet.2012.04.001","volume":"33","author":"S. Haraa","year":"2012","unstructured":"Haraa, S., Kawaharaa, Y., Washioa, T., von Bnau, P., Tokunagac, T., Yumotod, K.: Separation of stationary and non-stationary sources with a generalized eigenvalue problem. Neural Networks\u00a033, 7\u201320 (2012)","journal-title":"Neural Networks"},{"key":"15_CR13","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1007\/s13748-012-0037-3","volume":"2","author":"L.I. Kuncheva","year":"2012","unstructured":"Kuncheva, L.I., Rodriguez, J.J.: Interval feature extraction for classification of event-related potentials (erp) in eeg data analysis. Progress in Artificial Intelligence\u00a02, 65\u201372 (2012)","journal-title":"Progress in Artificial Intelligence"},{"key":"15_CR14","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3389\/fncom.2013.00007","volume":"7","author":"T. Masquelier","year":"2013","unstructured":"Masquelier, T.: Neural variability, or lack thereof. Frontiers in Comput. Neurosci.\u00a07, 1\u20137 (2013)","journal-title":"Frontiers in Comput. Neurosci."},{"key":"15_CR15","doi-asserted-by":"publisher","first-page":"879","DOI":"10.1111\/rssb.12015","volume":"75","author":"G. Nason","year":"2013","unstructured":"Nason, G.: A test for second-order stationarity and approximate confidence intervals for localized autocovariances for locally stationary time series. J. R. Statist. Soc. B\u00a075, 879\u2013904 (2013)","journal-title":"J. R. Statist. Soc. B"},{"key":"15_CR16","doi-asserted-by":"crossref","first-page":"140","DOI":"10.1111\/j.2517-6161.1969.tb00775.x","volume":"31","author":"M.B. Priestley","year":"1969","unstructured":"Priestley, M.B., Subba, T.: A test for non-stationarity of time-series. J. R. Statist. Soc. B\u00a031, 140\u2013149 (1969)","journal-title":"J. R. Statist. Soc. B"},{"key":"15_CR17","doi-asserted-by":"publisher","first-page":"579","DOI":"10.1007\/BF01053745","volume":"65","author":"T. Sauer","year":"1992","unstructured":"Sauer, T., Yorke, J., Casdagli, M.: Embedology. J. Stat. Phys.\u00a065, 579\u2013616 (1992)","journal-title":"J. Stat. Phys."},{"doi-asserted-by":"crossref","unstructured":"Sayed-Mouchaweh, M., Lughofer, E. (eds.): Learning in Non-Stationary Environments. Springer (2012)","key":"15_CR18","DOI":"10.1007\/978-1-4419-8020-5"},{"doi-asserted-by":"crossref","unstructured":"Scholkopf, B., Smola, A.J.: Learning with kernels. MIT Press (2002)","key":"15_CR19","DOI":"10.7551\/mitpress\/4175.001.0001"},{"key":"15_CR20","doi-asserted-by":"publisher","first-page":"214101","DOI":"10.1103\/PhysRevLett.103.214101","volume":"103","author":"P. Bunau von","year":"2009","unstructured":"von Bunau, P., Meinecke, F.C., Kiraly, F.J., Robert-Muller, K.: Finding stationary subspaces in multivariate time series. Phys. Rev. Lett.\u00a0103, 214101 (2009)","journal-title":"Phys. Rev. Lett."},{"unstructured":"Wiggins, S.: Introduction to applied nonlinear dynamical systems and chaos. Springer (2013)","key":"15_CR21"},{"doi-asserted-by":"crossref","unstructured":"Zliobaite, I., Bifet, A., Pfahringer, B., Holmes, G.: Active learning with drifting streaming data. IEEE Transactions on Neural Networks and Learning Systems (2013) (in press)","key":"15_CR22","DOI":"10.1109\/TNNLS.2012.2236570"}],"container-title":["Lecture Notes in Computer Science","Adaptive and Intelligent Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-11298-5_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,4]],"date-time":"2025-05-04T05:00:17Z","timestamp":1746334817000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-11298-5_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319112978","9783319112985"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-11298-5_15","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}