{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T20:01:53Z","timestamp":1743105713731,"version":"3.40.3"},"publisher-location":"Cham","reference-count":27,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319098906"},{"type":"electronic","value":"9783319098913"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-09891-3_40","type":"book-chapter","created":{"date-parts":[[2014,7,14]],"date-time":"2014-07-14T03:24:41Z","timestamp":1405308281000},"page":"436-446","source":"Crossref","is-referenced-by-count":2,"title":["Local Dimension-Reduced Dynamical Spatio-Temporal Models for Resting State Network Estimation"],"prefix":"10.1007","author":[{"given":"Gilson","family":"Vieira","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"suffix":"Jr.","given":"Edson","family":"Amaro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luiz A.","family":"Baccal\u00e1","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"1997","key":"40_CR1","doi-asserted-by":"publisher","first-page":"20120158","DOI":"10.1098\/rsta.2012.0158","volume":"371","author":"L.A. Baccala","year":"2013","unstructured":"Baccala, L.A., de Brito, C.S.N., Takahashi, D.Y., Sameshima, K.: Unified asymptotic theory for all partial directed coherence forms. Phil. Trans. R. Soc. A\u00a0371(1997), 20120158 (2013)","journal-title":"Phil. Trans. R. Soc. A"},{"key":"40_CR2","doi-asserted-by":"crossref","unstructured":"Bach, F., Jenatton, R., Mairal, J., Obozinski, G.: Structured sparsity through convex optimization. arXiv e-print 1109.2397 (September 2011)","DOI":"10.1214\/12-STS394"},{"key":"40_CR3","unstructured":"Biswal, B.B., et al.: Toward discovery science of human brain function. Proc. Natl. Acad. Sci. U.S.A.\u00a0107(10), 4734\u20134739 (2010), PMID: 20176931"},{"issue":"1","key":"40_CR4","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1137\/S1064827596304010","volume":"20","author":"S.S. Chen","year":"1998","unstructured":"Chen, S.S., Donoho, D.L., Saunders, M.A.: Atomic decomposition by basis pursuit. SIAM Journal on Scientific Computing\u00a020(1), 33\u201361 (1998)","journal-title":"SIAM Journal on Scientific Computing"},{"issue":"4","key":"40_CR5","doi-asserted-by":"publisher","first-page":"1168","DOI":"10.1137\/050626090","volume":"4","author":"P.L. Combettes","year":"2005","unstructured":"Combettes, P.L., Wajs, V.R.: Signal recovery by proximal forward-backward splitting. Multiscale Modeling & Simulation\u00a04(4), 1168\u20131200 (2005)","journal-title":"Multiscale Modeling & Simulation"},{"issue":"12","key":"40_CR6","doi-asserted-by":"publisher","first-page":"2816","DOI":"10.1109\/TAC.2009.2034192","volume":"54","author":"J. Cortes","year":"2009","unstructured":"Cortes, J.: Distributed kriged kalman filter for spatial estimation. IEEE Transactions on Automatic Control\u00a054(12), 2816\u20132827 (2009)","journal-title":"IEEE Transactions on Automatic Control"},{"key":"40_CR7","doi-asserted-by":"crossref","unstructured":"Damoiseaux, J.S., Rombouts, S.A.R.B., Barkhof, F., Scheltens, P., Stam, C.J., Smith, S.M., Beckmann, C.F.: Consistent resting-state networks across healthy subjects. PNAS\u00a0103(37), 13848\u201313853 (2006), PMID: 16945915","DOI":"10.1073\/pnas.0601417103"},{"key":"40_CR8","doi-asserted-by":"crossref","unstructured":"Daubechies, I., Roussos, E., Takerkart, S., Benharrosh, M., Golden, C., D\u2019Ardenne, K., Richter, W., Cohen, J.D., Haxby, J.: Independent component analysis for brain fMRI does not select for independence. Proc. Natl. Acad. Sci. U. S. A.\u00a0106(26), 10415\u201310422 (2009), PMID: 19556548 PMCID: PMC2705604","DOI":"10.1073\/pnas.0903525106"},{"key":"40_CR9","unstructured":"Daubechies, I., Defrise, M., De Mol, C.: An iterative thresholding algorithm for linear inverse problems with a sparsity constraint. arXiv e-print math\/0307152 (July 2003)"},{"issue":"1","key":"40_CR10","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1977.tb01600.x","volume":"39","author":"A.P. Dempster","year":"1977","unstructured":"Dempster, A.P., Laird, N.M., Rubin, D.B.: Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society, Series B\u00a039(1), 1\u201338 (1977)","journal-title":"Journal of the Royal Statistical Society, Series B"},{"issue":"1","key":"40_CR11","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1109\/TSP.2008.2005091","volume":"57","author":"M. Dewar","year":"2009","unstructured":"Dewar, M., Scerri, K., Kadirkamanathan, V.: Data-driven spatio-temporal modeling using the integro-difference equation. IEEE Transactions on Signal Processing\u00a057(1), 83\u201391 (2009)","journal-title":"IEEE Transactions on Signal Processing"},{"key":"40_CR12","doi-asserted-by":"crossref","unstructured":"Donoho, D.L., Johnstone, I.M., Kerkyacharian, G., Picard, D.: Wavelet shrinkage: Asymptopia? Journal of the Royal Statistical Society. Series B (Methodological)\u00a057(2), 301\u2013369 (1995), ArticleType: research-article\/Full publication date: 1995\/Copyright 1995 Royal Statistical Society","DOI":"10.1111\/j.2517-6161.1995.tb02032.x"},{"key":"40_CR13","doi-asserted-by":"crossref","unstructured":"Feinberg, D.A., Moeller, S., Smith, S.M., Auerbach, E., Ramanna, S., Glasser, M.F., Miller, K.L., Ugurbil, K., Yacoub, E.: Multiplexed echo planar imaging for sub-second whole brain FMRI and fast diffusion imaging. PLoS ONE\u00a05(12), e15710 (2010)","DOI":"10.1371\/journal.pone.0015710"},{"issue":"8","key":"40_CR14","doi-asserted-by":"publisher","first-page":"906","DOI":"10.1109\/TIP.2003.814255","volume":"12","author":"M.A.T. Figueiredo","year":"2003","unstructured":"Figueiredo, M.A.T., Nowak, R.D.: An EM algorithm for wavelet-based image restoration. IEEE Transactions on Image Processing\u00a012(8), 906\u2013916 (2003)","journal-title":"IEEE Transactions on Image Processing"},{"key":"40_CR15","volume-title":"A wavelet tour of signal processing the Sparse way","author":"S.G. Mallat","year":"2009","unstructured":"Mallat, S.G.: A wavelet tour of signal processing the Sparse way. Elsevier\/Academic Press, Amsterdam (2009)"},{"issue":"2","key":"40_CR16","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1007\/BF02565111","volume":"7","author":"K.V. Mardia","year":"1998","unstructured":"Mardia, K.V., Goodall, C., Redfern, E.J., Alonso, F.J.: The kriged kalman filter. Test\u00a07(2), 217\u2013282 (1998)","journal-title":"Test"},{"issue":"8","key":"40_CR17","doi-asserted-by":"publisher","first-page":"1445","DOI":"10.2514\/3.3166","volume":"3","author":"H.E. Rauch","year":"1965","unstructured":"Rauch, H.E., Striebel, C.T., Tung, F.: Maximum likelihood estimates of linear dynamic systems. Journal of the American Institute of Aeronautics and Astronautics\u00a03(8), 1445\u20131450 (1965)","journal-title":"Journal of the American Institute of Aeronautics and Astronautics"},{"issue":"2","key":"40_CR18","doi-asserted-by":"publisher","first-page":"482","DOI":"10.1109\/TSP.2008.2008550","volume":"57","author":"K. Scerri","year":"2009","unstructured":"Scerri, K., Dewar, M., Kadirkamanathan, V.: Estimation and model selection for an IDE-Based spatio-temporal model. IEEE Transactions on Signal Processing\u00a057(2), 482\u2013492 (2009)","journal-title":"IEEE Transactions on Signal Processing"},{"issue":"4","key":"40_CR19","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1111\/j.1467-9892.1982.tb00349.x","volume":"3","author":"R.H. Shumway","year":"1982","unstructured":"Shumway, R.H., Stoffer, D.S.: An approach to time series smoothing and forecasting using the em algorithm. Journal of Time Series Analysis\u00a03(4), 253\u2013264 (1982)","journal-title":"Journal of Time Series Analysis"},{"key":"40_CR20","doi-asserted-by":"crossref","unstructured":"Theophilides, C.N., Ahearn, S.C., Grady, S., Merlino, M.: Identifying west nile virus risk areas: The dynamic continuous-area space-time system. Am. J. Epidemiol.\u00a0157(9), 843\u2013854 (2003), PMID: 12727678","DOI":"10.1093\/aje\/kwg046"},{"key":"40_CR21","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","volume":"58","author":"R. Tibshirani","year":"1994","unstructured":"Tibshirani, R.: Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society, Series B\u00a058, 267\u2013288 (1994)","journal-title":"Journal of the Royal Statistical Society, Series B"},{"issue":"4","key":"40_CR22","doi-asserted-by":"publisher","first-page":"815","DOI":"10.1093\/biomet\/86.4.815","volume":"86","author":"C.K. Wikle","year":"1999","unstructured":"Wikle, C.K., Cressie, N.: A dimension-reduced approach to space-time kalman filtering. Biometrika\u00a086(4), 815\u2013829 (1999)","journal-title":"Biometrika"},{"key":"40_CR23","doi-asserted-by":"crossref","unstructured":"Woolrich, M.W., Jenkinson, M., Brady, M., Smith, S.M.: Fully bayesian spatio-temporal modeling of FMRI data. IEEE Trans. Med. Imaging\u00a023(2), 213\u2013231 (2004), PMID: 14964566","DOI":"10.1109\/TMI.2003.823065"},{"issue":"7","key":"40_CR24","doi-asserted-by":"publisher","first-page":"2479","DOI":"10.1109\/TSP.2009.2016892","volume":"57","author":"S.J. Wright","year":"2009","unstructured":"Wright, S.J., Nowak, R.D., Figueiredo, M.A.T.: Sparse reconstruction by separable approximation. IEEE Transactions on Signal Processing\u00a057(7), 2479\u20132493 (2009)","journal-title":"IEEE Transactions on Signal Processing"},{"issue":"1","key":"40_CR25","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1111\/j.1467-9868.2005.00532.x","volume":"68","author":"M. Yuan","year":"2006","unstructured":"Yuan, M., Lin, Y.: Model selection and estimation in regression with grouped variables. Journal of the Royal Statistical Society: Series B (Statistical Methodology)\u00a068(1), 49\u201367 (2006)","journal-title":"Journal of the Royal Statistical Society: Series B (Statistical Methodology)"},{"key":"40_CR26","doi-asserted-by":"crossref","unstructured":"Zhao, P., Rocha, G., Yu, B.: The composite absolute penalties family for grouped and hierarchical variable selection. arXiv e-print 0909.0411 (September 2009), Annals of Statistics 37(6A), 3468\u20133497 (2009)","DOI":"10.1214\/07-AOS584"},{"issue":"4","key":"40_CR27","doi-asserted-by":"publisher","first-page":"863","DOI":"10.1162\/089976601300014385","volume":"13","author":"M. Zibulevsky","year":"2001","unstructured":"Zibulevsky, M., Pearlmutter, B.A.: Blind source separation by sparse decomposition in a signal dictionary. Neural Computation\u00a013(4), 863\u2013882 (2001)","journal-title":"Neural Computation"}],"container-title":["Lecture Notes in Computer Science","Brain Informatics and Health"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-09891-3_40","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,29]],"date-time":"2024-05-29T23:19:38Z","timestamp":1717024778000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-09891-3_40"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319098906","9783319098913"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-09891-3_40","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}