{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T23:39:33Z","timestamp":1725493173449},"publisher-location":"Berlin, Heidelberg","reference-count":19,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540766308"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-76631-5_51","type":"book-chapter","created":{"date-parts":[[2007,10,22]],"date-time":"2007-10-22T02:33:07Z","timestamp":1193020387000},"page":"540-549","source":"Crossref","is-referenced-by-count":0,"title":["Optimization Procedure for Predicting Nonlinear Time Series Based on a Non-Gaussian Noise Model"],"prefix":"10.1007","author":[{"given":"Frank","family":"Emmert-Streib","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matthias","family":"Dehmer","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"51_CR1","doi-asserted-by":"publisher","first-page":"381","DOI":"10.1103\/PhysRevLett.59.381","volume":"59","author":"P. Bak","year":"1987","unstructured":"Bak, P., Tang, T., Wiesenfeld, K.: Self-organized criticality: An explanation of the 1\/f noise. Phys. Rev. Lett.\u00a059, 381\u2013384 (1987)","journal-title":"Phys. Rev. Lett."},{"key":"51_CR2","volume-title":"Bioinformatics: The machine learning approach","author":"P. Baldi","year":"2001","unstructured":"Baldi, P., Brunk, S.: Bioinformatics: The machine learning approach. MIT Press, Cambridge (2001)"},{"issue":"2","key":"51_CR3","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1016\/j.csda.2003.11.003","volume":"47","author":"R. Baragona","year":"2004","unstructured":"Baragona, R., Battaglia, F., Cucina, D.: Fitting piecewise linear threshold autoregressive models by means of genetic algorithms. Computational Statistics and Data Analysis\u00a047(2), 277\u2013295 (2004)","journal-title":"Computational Statistics and Data Analysis"},{"key":"51_CR4","doi-asserted-by":"publisher","first-page":"275","DOI":"10.1016\/S0004-3702(00)00007-2","volume":"119","author":"S. Boettcher","year":"2000","unstructured":"Boettcher, S., Percus, A.: Nature\u2019s way of optimizing. Artificial Intelligence\u00a0119, 275\u2013286 (2000)","journal-title":"Artificial Intelligence"},{"key":"51_CR5","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1007\/BF02551274","volume":"2","author":"G. Cybenko","year":"1989","unstructured":"Cybenko, G.: Approximation by superpositions of a sigmoidal function. Math. Contr. Sign. Syst.\u00a02, 303 (1989)","journal-title":"Math. Contr. Sign. Syst."},{"key":"51_CR6","doi-asserted-by":"crossref","unstructured":"Emmert-Streib, F., Dehmer, M.: Nonlinear Time Series Prediction based on a Power-Law Noise Model. International Journal of Modern Physics C, (accepted, 2007)","DOI":"10.1142\/S0129183107011765"},{"key":"51_CR7","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1016\/0893-6080(89)90003-8","volume":"2","author":"K. Funahashi","year":"1989","unstructured":"Funahashi, K.: On the approximate realization fo continous mappings by neural networks. Neural Networks\u00a02, 183\u2013192 (1989)","journal-title":"Neural Networks"},{"key":"51_CR8","doi-asserted-by":"crossref","unstructured":"Giordano, F., La Rocca, M., Perna, C.: Forecasting nonlinear time series with neural network sieve bootstrap. Computational Statistics and Data Analysis, (in press, 2006)","DOI":"10.1016\/j.csda.2006.03.003"},{"key":"51_CR9","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1785\/BSSA0340040185","volume":"34","author":"B. Gutenberg","year":"1944","unstructured":"Gutenberg, B., Richter, R.F.: Frequency of earthquakes in california. Bulletin of the Seismological Society of America\u00a034, 185\u2013188 (1944)","journal-title":"Bulletin of the Seismological Society of America"},{"key":"51_CR10","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511622717","volume-title":"Self-Organized Criticality: Emergent Complex Behavior in Physical and Biological Systems","author":"H.J. Jensen","year":"1998","unstructured":"Jensen, H.J.: Self-Organized Criticality: Emergent Complex Behavior in Physical and Biological Systems. Cambridge University Press, Cambridge (1998)"},{"key":"51_CR11","doi-asserted-by":"publisher","first-page":"671","DOI":"10.1126\/science.220.4598.671","volume":"220","author":"S. Kirkpatrick","year":"1983","unstructured":"Kirkpatrick, S., Gellatt, C., Vecchi, M.: Optimization by simulated annealing. Science\u00a0220, 671\u2013680 (1983)","journal-title":"Science"},{"key":"51_CR12","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1007\/s11222-005-4786-8","volume":"15","author":"F. Liang","year":"2005","unstructured":"Liang, F.: Bayesian neural networks for nonlinear time series forecasting. Statistics and Computing\u00a015, 13\u201329 (2005)","journal-title":"Statistics and Computing"},{"key":"51_CR13","doi-asserted-by":"publisher","first-page":"394","DOI":"10.1086\/294632","volume":"36","author":"B.B. Mandelbrot","year":"1963","unstructured":"Mandelbrot, B.B.: The variation of certain speculative prices. J. Business\u00a036, 394\u2013419 (1963)","journal-title":"J. Business"},{"key":"51_CR14","doi-asserted-by":"publisher","first-page":"323","DOI":"10.1080\/00107510500052444","volume":"46","author":"M.E.J. Newman","year":"2005","unstructured":"Newman, M.E.J.: Power laws, pareto distributions and zipf\u2019s law. Contemporary Physics\u00a046, 323\u2013351 (2005)","journal-title":"Contemporary Physics"},{"key":"51_CR15","unstructured":"Pontil, M., Mukherjee, S., Girosi, F.: On the noise model of support vector machine regression. Technical report, Center for Biological and Computational Learning and the Artifcial Intelligence Laboratory of the Massachusetts Institute of Technology (1998)"},{"issue":"2","key":"51_CR16","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1162\/089976699300016674","volume":"11","author":"S. Roweis","year":"1999","unstructured":"Roweis, S., Ghahramani, Z.: A unified review of linear gaussian models. Neural Computation\u00a011(2), 305\u2013345 (1999)","journal-title":"Neural Computation"},{"key":"51_CR17","volume-title":"Deterministic Chaos","author":"H.G. Schuster","year":"1988","unstructured":"Schuster, H.G.: Deterministic Chaos. Wiley VCH, Chichester (1988)"},{"issue":"3","key":"51_CR18","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1142\/S0129065790000102","volume":"1","author":"A. Weigend","year":"1990","unstructured":"Weigend, A., Huberman, B.A., Rumelhart, D.R.: Predicting the future: A connectionist approach. International Journal of Neural Systems\u00a01(3), 193\u2013209 (1990)","journal-title":"International Journal of Neural Systems"},{"key":"51_CR19","volume-title":"Human Behaviour and the Principle of Least Effort","author":"G.K. Zipf","year":"1949","unstructured":"Zipf, G.K.: Human Behaviour and the Principle of Least Effort. Addison-Wesley, Reading, MA (1949)"}],"container-title":["Lecture Notes in Computer Science","MICAI 2007: Advances in Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-76631-5_51.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,8,26]],"date-time":"2021-08-26T00:54:06Z","timestamp":1629939246000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-76631-5_51"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540766308"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-76631-5_51","relation":{},"subject":[]}}