{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,24]],"date-time":"2025-07-24T11:20:50Z","timestamp":1753356050611},"publisher-location":"Berlin, Heidelberg","reference-count":20,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540283232"},{"type":"electronic","value":"9783540318538"}],"license":[{"start":{"date-parts":[[2005,1,1]],"date-time":"2005-01-01T00:00:00Z","timestamp":1104537600000},"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":[[2005]]},"DOI":"10.1007\/11539087_163","type":"book-chapter","created":{"date-parts":[[2010,7,20]],"date-time":"2010-07-20T18:26:10Z","timestamp":1279650370000},"page":"1234-1246","source":"Crossref","is-referenced-by-count":5,"title":["The Application of Structured Feedforward Neural Networks to the Modelling of the Daily Series of Currency in Circulation"],"prefix":"10.1007","author":[{"given":"Marek","family":"Hlav\u00e1\u010dek","sequence":"first","affiliation":[]},{"given":"Josef","family":"\u010cada","sequence":"additional","affiliation":[]},{"given":"Franti\u0161ek","family":"Hakl","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"163_CR1","doi-asserted-by":"publisher","first-page":"113","DOI":"10.2307\/2281039","volume":"49","author":"R.L. Anderson","year":"1954","unstructured":"Anderson, R.L.: The problems of Autocorrelation in Regression Analysis. Journal of the American Statistical Association\u00a049, 113\u2013129 (1954)","journal-title":"Journal of the American Statistical Association"},{"key":"163_CR2","unstructured":"Balkin, S.D.: Using Recurrent Networks for Time Series Forecasting. Working Paper Series, No. 11. Pennsylvania State University (1997)"},{"key":"163_CR3","doi-asserted-by":"publisher","first-page":"526","DOI":"10.2307\/2288114","volume":"78","author":"W.R. Bell","year":"1983","unstructured":"Bell, W.R., Hillmer, S.C.: Modeling Time Series With Calendar Variation. Journal of the American Statistical Association\u00a078, 526\u2013534 (1983)","journal-title":"Journal of the American Statistical Association"},{"key":"163_CR4","volume-title":"Time Series Analysis: Forecasting and Control","author":"G.E.P. Box","year":"1976","unstructured":"Box, G.E.P., Jenkins, G.M.: Time Series Analysis: Forecasting and Control. Holden Day, San Francisco (1976)"},{"key":"163_CR5","first-page":"515","volume":"4","author":"P. Bitzan","year":"1995","unstructured":"Bitzan, P., \u0160mejkalov\u00e1, J., Ku\u010dera, M.: Neural Networks with Switching Units. Neural Network World\u00a04, 515\u2013523 (1995)","journal-title":"Neural Network World"},{"key":"163_CR6","doi-asserted-by":"crossref","unstructured":"Cabrero, A., Camba-Mendez, G., Hirsch, A., Nieto, F.: Modelling the Daily Series of Banknotes in Circulation in the Context of the Liquidity Management of the Europen Central Bank. ECB Working Paper No. 142. Frankfurt a.M. (2002)","DOI":"10.2139\/ssrn.357462"},{"key":"163_CR7","doi-asserted-by":"publisher","first-page":"253","DOI":"10.2307\/1392185","volume":"13","author":"F.X. Diebold","year":"1995","unstructured":"Diebold, F.X., Mariano, R.S.: Comparing Predictive Accuracy. Journal of Bussines and Economic Statistics\u00a013, 253\u2013263 (1995)","journal-title":"Journal of Bussines and Economic Statistics"},{"key":"163_CR8","first-page":"447","volume":"4","author":"G. Dorffner","year":"1996","unstructured":"Dorffner, G.: Neural Networks for Time Series Processing. Neural Network World\u00a04, 447\u2013468 (1996)","journal-title":"Neural Network World"},{"key":"163_CR9","volume-title":"Time Series and Dynamic Models","author":"C. Gourieroux","year":"1997","unstructured":"Gourieroux, C.: Time Series and Dynamic Models. Cambridge University Press, Cambridge (1997)"},{"key":"163_CR10","doi-asserted-by":"crossref","DOI":"10.1515\/9780691218632","volume-title":"Time Series Analysis","author":"J.D. Hamilton","year":"1994","unstructured":"Hamilton, J.D.: Time Series Analysis. Princeton University Press, Princeton (1994)"},{"key":"163_CR11","unstructured":"Hallas, M., Dorffner, G.: A Comparative Study on Feedforward and Recurrent Neural Networks in Time Series Prediction Using Gradient Descent Learning. In: Proceedings of 14th European Meeting on Cybernetics and Systems Research, Vienna (1998)"},{"key":"163_CR12","doi-asserted-by":"crossref","unstructured":"Hakl, F., Hlav\u00e1\u010dek, M., Kalous, R.: Application of Neural Networks to Higgs Boson Search. Nuclear Instruments nad Methods in Physics Research, Sec. A, 489\u2013491 (2003)","DOI":"10.1016\/S0168-9002(03)00478-9"},{"issue":"3","key":"163_CR13","doi-asserted-by":"publisher","first-page":"354","DOI":"10.2307\/1392339","volume":"15","author":"A. Harvey","year":"1997","unstructured":"Harvey, A., Koopman, S.J., Riani, M.: The Modeling and Seasonal Adjustment of Weekly Observations. Journal of Bussines & Economic Statistics\u00a015(3), 354\u2013368 (1997)","journal-title":"Journal of Bussines & Economic Statistics"},{"key":"163_CR14","unstructured":"Hlav\u00e1\u010dek, M.: Design and Analysis of Neural Network with Switching Units Suitable for the Study of Elementary Particles Decay with the Application of Genetic Algorithms. Master Thesis at Czetch Technical University, Prague (2002)"},{"key":"163_CR15","doi-asserted-by":"publisher","first-page":"359","DOI":"10.1016\/0893-6080(89)90020-8","volume":"2","author":"K. Hornik","year":"1989","unstructured":"Hornik, K., Stinchcombe, M., White, H.: Multilayer feedforward networks are universal approximators. Neural Networks\u00a02, 359\u2013366 (1989)","journal-title":"Neural Networks"},{"issue":"377","key":"163_CR16","doi-asserted-by":"publisher","first-page":"63","DOI":"10.2307\/2287770","volume":"77","author":"S.C. Hillmer","year":"1982","unstructured":"Hillmer, S.C., Tiao, G.C.: An ARIMA-Model-Based Approach to Seasonal Adjustment. Journal of the American Statistical Association\u00a077(377), 63\u201370 (1982)","journal-title":"Journal of the American Statistical Association"},{"key":"163_CR17","unstructured":"Kalous, R.: Evolutionary Operators on Neural Networks Architecture. In: Procceding of PhD Conference. Institute of Computer Science & MatfyzPress, Prague (2004)"},{"key":"163_CR18","doi-asserted-by":"publisher","first-page":"483","DOI":"10.1016\/S0169-2070(98)00044-2","volume":"14","author":"S.G. Koreisha","year":"1989","unstructured":"Koreisha, S.G., Pukkila, T.: A Two-Step Approach for Identifying Seasonal Autoregressive Time Series Forecasting Models. International Journal of Forecasting\u00a014, 483\u2013496 (1989)","journal-title":"International Journal of Forecasting"},{"issue":"2","key":"163_CR19","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1093\/biomet\/58.2.299","volume":"58","author":"D.A. Pierce","year":"1971","unstructured":"Pierce, D.A.: Least Squares Estimation in the Regression Model with Autoregressive-Moving Average Errors. Biometrika\u00a058(2), 299\u2013312 (1971)","journal-title":"Biometrika"},{"key":"163_CR20","unstructured":"Trapletti, A., Leisch, F., Hornik, K.: On the Ergodicity and Stationarity of the ARMA (1,1) Recurrent Neural Network Process. SFB Working Paper No. 37. Viena (1999)"}],"container-title":["Lecture Notes in Computer Science","Advances in Natural Computation"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11539087_163","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,2]],"date-time":"2023-06-02T02:28:58Z","timestamp":1685672938000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11539087_163"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005]]},"ISBN":["9783540283232","9783540318538"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/11539087_163","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2005]]}}}