{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,7]],"date-time":"2024-09-07T21:49:15Z","timestamp":1725745755312},"publisher-location":"Berlin, Heidelberg","reference-count":13,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642400193"},{"type":"electronic","value":"9783642400209"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-40020-9_72","type":"book-chapter","created":{"date-parts":[[2013,8,18]],"date-time":"2013-08-18T21:32:37Z","timestamp":1376861557000},"page":"650-657","source":"Crossref","is-referenced-by-count":0,"title":["Predictive Information in Gaussian Processes with Application to Music Analysis"],"prefix":"10.1007","author":[{"given":"Samer","family":"Abdallah","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mark","family":"Plumbley","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"72_CR1","doi-asserted-by":"publisher","first-page":"201","DOI":"10.1016\/0167-2789(83)90127-6","volume":"7","author":"J. Crutchfield","year":"1983","unstructured":"Crutchfield, J., Packard, N.: Symbolic dynamics of noisy chaos. Physica D: Nonlinear Phenomena\u00a07, 201\u2013223 (1983)","journal-title":"Physica D: Nonlinear Phenomena"},{"key":"72_CR2","doi-asserted-by":"publisher","first-page":"907","DOI":"10.1007\/BF00668821","volume":"25","author":"P. Grassberger","year":"1986","unstructured":"Grassberger, P.: Toward a quantitative theory of self-generated complexity. International Journal of Theoretical Physics\u00a025, 907\u2013938 (1986)","journal-title":"International Journal of Theoretical Physics"},{"key":"72_CR3","doi-asserted-by":"publisher","first-page":"2409","DOI":"10.1162\/089976601753195969","volume":"13","author":"W. Bialek","year":"2001","unstructured":"Bialek, W., Nemenman, I., Tishby, N.: Predictability, complexity, and learning. Neural Computation\u00a013, 2409\u20132463 (2001)","journal-title":"Neural Computation"},{"key":"72_CR4","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1080\/09540090902733756","volume":"21","author":"S.A. Abdallah","year":"2009","unstructured":"Abdallah, S.A., Plumbley, M.D.: Information dynamics: Patterns of expectation and surprise in the perception of music. Connection Science\u00a021, 89\u2013117 (2009)","journal-title":"Connection Science"},{"key":"72_CR5","doi-asserted-by":"publisher","first-page":"275","DOI":"10.1016\/j.physleta.2011.10.066","volume":"376","author":"S.A. Abdallah","year":"2012","unstructured":"Abdallah, S.A., Plumbley, M.D.: A measure of statistical complexity based on predictive information with application to finite spin systems. Physics Letters A\u00a0376, 275\u2013281 (2012)","journal-title":"Physics Letters A"},{"key":"72_CR6","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1162\/comj.2006.30.2.63","volume":"30","author":"S. Dubnov","year":"2006","unstructured":"Dubnov, S.: Spectral anticipations. Computer Music Journal\u00a030, 63\u201383 (2006)","journal-title":"Computer Music Journal"},{"key":"72_CR7","doi-asserted-by":"crossref","unstructured":"Verd\u00fa, S., Weissman, T.: Erasure entropy. In: IEEE International Symposium on Information Theory (ISIT 2006), pp. 98\u2013102 (2006)","DOI":"10.1109\/ISIT.2006.261682"},{"key":"72_CR8","doi-asserted-by":"publisher","first-page":"466","DOI":"10.1109\/18.79902","volume":"37","author":"R. Yeung","year":"1991","unstructured":"Yeung, R.: A new outlook on Shannon\u2019s information measures. IEEE Transactions on Information Theory\u00a037, 466\u2013474 (1991)","journal-title":"IEEE Transactions on Information Theory"},{"key":"72_CR9","doi-asserted-by":"publisher","first-page":"37109","DOI":"10.1063\/1.3637494","volume":"21","author":"R.G. James","year":"2011","unstructured":"James, R.G., Ellison, C.J., Crutchfield, J.P.: Anatomy of a bit: Information in a time series observation. Chaos\u00a021, 037109 (2011)","journal-title":"Chaos"},{"key":"72_CR10","first-page":"547","volume-title":"Advances Neural in Information Processing Systems (NIPS 2005)","author":"L. Itti","year":"2005","unstructured":"Itti, L., Baldi, P.: Bayesian surprise attracts human attention. In: Advances Neural in Information Processing Systems (NIPS 2005), vol.\u00a019, pp. 547\u2013554. MIT Press, Cambridge (2005)"},{"key":"72_CR11","unstructured":"Abdallah, S.A., Plumbley, M.D.: Instantaneous predictive information in Gaussian processes. Unpublished Technical Note (2012)"},{"key":"72_CR12","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1109\/TAC.1985.1103788","volume":"30","author":"G. Kitagawa","year":"1985","unstructured":"Kitagawa, G., Gersch, W.: A smoothness priors time-varying ar coefficient modeling of nonstationary covariance time series. IEEE Transactions on Automatic Control\u00a030, 48\u201356 (1985)","journal-title":"IEEE Transactions on Automatic Control"},{"key":"72_CR13","doi-asserted-by":"publisher","first-page":"1526","DOI":"10.1002\/asi.20429","volume":"57","author":"S. Dubnov","year":"2006","unstructured":"Dubnov, S., McAdams, S., Reynolds, R.: Structural and affective aspects of music from statistical audio signal analysis. Journal of the American Society for Information Science and Technology\u00a057, 1526\u20131536 (2006)","journal-title":"Journal of the American Society for Information Science and Technology"}],"container-title":["Lecture Notes in Computer Science","Geometric Science of Information"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-40020-9_72","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,16]],"date-time":"2019-05-16T14:34:31Z","timestamp":1558017271000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-40020-9_72"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642400193","9783642400209"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-40020-9_72","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}