{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,1,7]],"date-time":"2023-01-07T01:49:47Z","timestamp":1673056187012},"reference-count":29,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2007,1,20]],"date-time":"2007-01-20T00:00:00Z","timestamp":1169251200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Appl Intell"],"published-print":{"date-parts":[[2007,10,1]]},"DOI":"10.1007\/s10489-006-0036-9","type":"journal-article","created":{"date-parts":[[2007,1,19]],"date-time":"2007-01-19T21:30:18Z","timestamp":1169242218000},"page":"277-289","source":"Crossref","is-referenced-by-count":11,"title":["Composite of adaptive support vector regression and nonlinear conditional heteroscedasticity tuned by quantum minimization for forecasts"],"prefix":"10.1007","volume":"27","author":[{"given":"Bao Rong","family":"Chang","sequence":"first","affiliation":[]},{"given":"Hsiu-Fen","family":"Tsai","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2007,1,20]]},"reference":[{"key":"36_CR1","volume-title":"Time series analysis: forecasting & control","author":"Box GEP","year":"1994","unstructured":"Box GEP, Jenkins GM, Reinsel GC (1994) Time series analysis: forecasting & control. Prentice-Hall, New Jersey"},{"issue":"5","key":"36_CR2","doi-asserted-by":"crossref","first-page":"288","DOI":"10.1016\/S0167-6911(82)80025-X","volume":"1","author":"Deng JL","year":"1982","unstructured":"Deng JL (1982) Control problems of grey system. Syst Control Lett 1(5):288\u2014294","journal-title":"Syst Control Lett"},{"key":"36_CR3","unstructured":"Chang BR (2003) A study of non-periodic short-term random walk forecasting based on RBFNN, ARMA, or SVR-GM(1,1,tau) approach. In: Proceedings of the IJCNN, pp 254\u2014259"},{"key":"36_CR4","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-2440-0","volume-title":"The nature of statistical learning theory","author":"Vapnik V","year":"1995","unstructured":"Vapnik V (1995) The nature of statistical learning theory. Springer-Verlag, New York"},{"issue":"3","key":"36_CR5","first-page":"110","volume":"7","author":"Chang BR","year":"2005","unstructured":"Chang BR (2005) Compensation and regularization for improving the forecasting accuracy by adaptive support vector regression. Int J Fuzzy Syst 7(3):110\u2014119","journal-title":"Int J Fuzzy Syst"},{"key":"36_CR6","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1016\/0304-4076(86)90063-1","volume":"31","author":"Bellerslve T","year":"1986","unstructured":"Bellerslve T (1986) Generalized autoregressive conditional heteroscedasticity. J Econ 31:307\u2014327","journal-title":"J Econ"},{"key":"36_CR7","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-1860-9","volume-title":"ARCH models and financial applications","author":"Gourieroux C","year":"1997","unstructured":"Gourieroux C (1997) ARCH models and financial applications. Springer-Verlag, New York"},{"key":"36_CR8","unstructured":"Nielsen MA, Chuang IL (2000) Quantum computation and quantum information. Cambridge University Press, London, ISBN 0 521 63503 9"},{"key":"36_CR9","doi-asserted-by":"crossref","unstructured":"Anguita D, Ridella S, Rivieccio F, Zunino R (2003) Training support vector machines\u2014a quantum-computing perspective. In: International joint conference on neural network IJCNN03, pp 1587\u20141592","DOI":"10.1109\/IJCNN.2003.1223936"},{"key":"36_CR10","unstructured":"Durr C, Hoyer P (1996) A quantum algorithm for finding the minimum, http:\/\/arxiv.org\/abs\/quant-ph\/9607014"},{"key":"36_CR11","volume-title":"Practical methods of optimization","author":"Fletcher R","year":"1987","unstructured":"Fletcher R (1987) Practical methods of optimization, 2nd edn. Wiley and Sons, New York","edition":"2"},{"key":"36_CR12","doi-asserted-by":"crossref","unstructured":"Deutsch D, Jozsa R (1992) Rapid solution of problems by quantum computation. In: Proceedings of the Royal Society, London, A439, pp. 553\u2014558","DOI":"10.1098\/rspa.1992.0167"},{"key":"36_CR13","doi-asserted-by":"crossref","unstructured":"Grover LK (1996) A fast quantum mechanical algorithm for database search. In: Proceedings of the 28th annual ACM symposium theory of comp. ACM Press, pp 212\u2014219","DOI":"10.1145\/237814.237866"},{"key":"36_CR14","doi-asserted-by":"crossref","unstructured":"Boyer M, Brassard G, Hoyer P, Tapp A (1998) Tight bounds on quantum searching. Fortschritte Der Physik","DOI":"10.1002\/(SICI)1521-3978(199806)46:4\/5<493::AID-PROP493>3.0.CO;2-P"},{"key":"36_CR15","unstructured":"Cristianini N, Shawe-Taylor J (2000) An introduction to support vector machines. Cambridge University Press, London"},{"key":"36_CR16","unstructured":"Kreyszig E (1999) Advanced engineering mathematics, 8th edn. Wiley, New York"},{"key":"36_CR17","unstructured":"Chang CC, Lin CJ (2003) LIBSVM: a library for support vector machines, http:\/\/www.csie.ntu.edu.tw\/~cjlin\/papers\/libsvm. pdf"},{"key":"36_CR18","doi-asserted-by":"crossref","unstructured":"Murphey YL, Chen ZH, Putrus M, Feldkamp L (2003) SVM learning from large training data set. In: Proceedings of the IEEE IJCNN, pp 860\u20142865","DOI":"10.1109\/IJCNN.2003.1224025"},{"key":"36_CR19","doi-asserted-by":"crossref","DOI":"10.1515\/9780691218632","volume-title":"Time series analysis","author":"Hamilton JD","year":"1994","unstructured":"Hamilton JD (1994) Time series analysis. Princeton University Press, New Jersey"},{"key":"36_CR20","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1016\/0304-405X(94)00821-H","volume":"39","author":"Hentschel L","year":"1995","unstructured":"Hentschel L (1995) All in the family: Nesting symmetric and asymmetric GARCH models. J Finan Econ 39:71\u2014104","journal-title":"J Finan Econ"},{"issue":"2","key":"36_CR21","first-page":"284","volume":"27","author":"Huang YP","year":"1997","unstructured":"Huang YP, Yu TM (1997) The hybrid grey-based models for temperature prediction. IEEE Trans. SMC-Part B: Cybernetics 27(2):284\u2014297","journal-title":"IEEE Trans. SMC-Part B: Cybernetics"},{"key":"36_CR22","doi-asserted-by":"crossref","unstructured":"Mori H, Kosemura N, Ishiguro K, Kondo T (2001) Short-term load forecasting with fuzzy regression tree in power systems. In: Proceedings of the IEEE international conference on SMC, pp 1948\u20141953","DOI":"10.1109\/ICSMC.2001.973654"},{"issue":"13","key":"36_CR23","doi-asserted-by":"crossref","first-page":"1832","DOI":"10.1016\/j.fss.2006.01.011","volume":"157","author":"Chang BR","year":"2006","unstructured":"Chang BR (2006) Applying nonlinear generalized autoregressive conditional heteroscedasticity to compensate ANFIS outputs tuned by adaptive support vector regression. Fuzzy Sets Syst 157(13):1832\u20141850","journal-title":"Fuzzy Sets Syst"},{"key":"36_CR24","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-57918-9","volume-title":"The linearization method for constrained optimization","author":"Pshenichnyj BN","year":"1994","unstructured":"Pshenichnyj BN, Wilson SS (1994) The linearization method for constrained optimization. Springer, New York"},{"key":"36_CR25","unstructured":"Ono I, Kobayashi S (1997) A real-coded genetic algorithm for function optimization using unimodal normal distribution crossover. In: Proceedings of the 7th international conference genetic Algorithms, pp 246\u2014253"},{"key":"36_CR26","unstructured":"Diebold FX (1998) Elements of forecasting. South-Western, Cincinnati."},{"key":"36_CR27","unstructured":"FIBV FOCUS MONTHLY STATISTICS (2005) International Stock Price Index"},{"key":"36_CR28","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1093\/biomet\/65.2.297","volume":"65","author":"Ljung GM","year":"1978","unstructured":"Ljung GM, Box GEP (1978) On a measure of lack of fit in time series models. Biometrika 65:67\u201472","journal-title":"Biometrika"},{"key":"36_CR29","unstructured":"Central Weather Bureau, Typhoon Moving Trace Inquire, Taipei, Taiwan, 2005"}],"container-title":["Applied Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-006-0036-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10489-006-0036-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-006-0036-9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,8,7]],"date-time":"2021-08-07T22:22:15Z","timestamp":1628374935000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10489-006-0036-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,1,20]]},"references-count":29,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2007,10,1]]}},"alternative-id":["36"],"URL":"https:\/\/doi.org\/10.1007\/s10489-006-0036-9","relation":{},"ISSN":["0924-669X","1573-7497"],"issn-type":[{"value":"0924-669X","type":"print"},{"value":"1573-7497","type":"electronic"}],"subject":[],"published":{"date-parts":[[2007,1,20]]}}}