{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T20:37:54Z","timestamp":1761597474872,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":13,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789814585170"},{"type":"electronic","value":"9789814585187"}],"license":[{"start":{"date-parts":[[2013,12,15]],"date-time":"2013-12-15T00:00:00Z","timestamp":1387065600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2013,12,15]],"date-time":"2013-12-15T00:00:00Z","timestamp":1387065600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-981-4585-18-7_23","type":"book-chapter","created":{"date-parts":[[2013,12,14]],"date-time":"2013-12-14T06:28:37Z","timestamp":1387002517000},"page":"193-201","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":12,"title":["Orthogonal Wavelet Support Vector Machine for Predicting Crude Oil Prices"],"prefix":"10.1007","author":[{"given":"Haruna","family":"Chiroma","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sameem","family":"Abdul-Kareem","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Adamau","family":"Abubakar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Akram M.","family":"Zeki","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohammed Joda","family":"Usman","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2013,12,15]]},"reference":[{"key":"23_CR1","doi-asserted-by":"crossref","unstructured":"Haidar, I., Kulkarni, S., Pan, H.: Forecasting model for crude oil prices based on artificial neural networks. In: The Proceeding of fourth International Conference on Intelligent Sensors, Sensor Networks and Information Processing, pp. 103\u2013108. Sydney (2008)","DOI":"10.1109\/ISSNIP.2008.4761970"},{"key":"23_CR2","first-page":"33","volume":"2","author":"L. Yu","year":"2005","unstructured":"Yu, L., Wang, S., Lai, K. K.: A rough set refined text mining approach for crude oil market tendency forecasting. Int. J. Knowl. Syst. Sci. 2, 1, 33\u201346 (2005)","journal-title":"Int. J. Knowl. Syst. Sci."},{"key":"23_CR3","first-page":"28","volume":"2","author":"Y. Pang","year":"2011","unstructured":"Pang, Y., Xu, W., Ma, J., Lai, K. K., Wang, S. Xu, S.: Forecasting crude oil spot price by wavelet neural networks using OECD petroleum inventory levels. New Math. Nat. Comput. 2, 28\u2013297 (2011)","journal-title":"New Math. Nat. Comput."},{"key":"23_CR4","doi-asserted-by":"crossref","unstructured":"Khashman, A., Nwulu, I.N.: Intelligent prediction of crude oil using support vecto machines. In: 9th IEEE International Symposium on Applied Machine Intelligence Informatics, 65 -169. Smolenice (2011)","DOI":"10.1109\/SAMI.2011.5738868"},{"key":"23_CR5","doi-asserted-by":"crossref","unstructured":"Cortes, C., Vapnik, V.: Support vector networks. Mach. Learn. 20, 273\u2013297 (1995)","DOI":"10.1007\/BF00994018"},{"key":"23_CR6","doi-asserted-by":"crossref","unstructured":"Hamel, L.: knowledge discovery with support vector machines. John Wiley & Sons, Inc. New Jersey (2009)","DOI":"10.1002\/9780470503065"},{"key":"23_CR7","doi-asserted-by":"crossref","unstructured":"Mallat, S.G.: Multiresolutionapproximationsandwaveletorthonormalbases of L2(R). Transactions of American Mathematical Society 315, 69\u201387 (1989)","DOI":"10.2307\/2001373"},{"key":"23_CR8","unstructured":"Frie, T., Cristianini, N., Campbell C.: The Kernel-Adatron Algorithm: a Fast and Simple Learning Procedure for Support Vector Machines http:\/\/citeseerx.ist.psu.edu\/viewdoc\/download?doi=10.1.1.42.2060&rep=rep1&type=pdf (2006). Sons, Inc. New Jersey (2009)"},{"key":"23_CR9","unstructured":"Beale, M.H., Hagan, M.T., Demuth, H.B.: Neural network toolbox\u2122 user\u2019s guide. The MathWorks, Inc., Natick (2013)"},{"key":"23_CR10","doi-asserted-by":"crossref","first-page":"385","DOI":"10.1016\/0305-0483(96)00010-2","volume":"24","author":"M. Shanker","year":"1996","unstructured":"Shanker, M., Hu, M.Y., Hung, M.S.: Effect of data standardization on neural network training. Omega 24, 385\u2013397 (1996)","journal-title":"Omega"},{"key":"23_CR11","doi-asserted-by":"publisher","unstructured":"Dunis, C. L., Rosillo, R., Fuente, D., Pino, R.: Forecasting IBEX-35 moves using support vector machines. Neural Comput. Appl. DOI 10.1007\/s00521-012-0821-9, (2012)","DOI":"10.1007\/s00521-012-0821-9"},{"key":"23_CR12","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1007\/s00500-003-0328-5","volume":"9","author":"Y. Jin","year":"2005","unstructured":"Jin, Y.: A comprehensive survey of fitness approximation in evolutionary computation. Soft. Comput. 9, 3\u201312, (2005)","journal-title":"Soft. Comput."},{"key":"23_CR13","unstructured":"Alpaydin, E.: Introduction to machine learning. MIT press, Cambridge (2004)"}],"container-title":["Lecture Notes in Electrical Engineering","Proceedings of the First International Conference on Advanced Data and Information Engineering (DaEng-2013)"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-4585-18-7_23","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,19]],"date-time":"2023-01-19T16:22:38Z","timestamp":1674145358000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-4585-18-7_23"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,12,15]]},"ISBN":["9789814585170","9789814585187"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-981-4585-18-7_23","relation":{},"ISSN":["1876-1100","1876-1119"],"issn-type":[{"type":"print","value":"1876-1100"},{"type":"electronic","value":"1876-1119"}],"subject":[],"published":{"date-parts":[[2013,12,15]]},"assertion":[{"value":"15 December 2013","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}