{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,16]],"date-time":"2025-02-16T12:40:02Z","timestamp":1739709602480,"version":"3.37.1"},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642036637"},{"type":"electronic","value":"9783642036644"}],"license":[{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"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":[[2009]]},"DOI":"10.1007\/978-3-642-03664-4_94","type":"book-chapter","created":{"date-parts":[[2009,12,30]],"date-time":"2009-12-30T18:11:29Z","timestamp":1262196689000},"page":"869-878","source":"Crossref","is-referenced-by-count":1,"title":["Research on Traffic Prediction Model Based on KPCA"],"prefix":"10.1007","author":[{"given":"Bing-xiang","family":"Zhong","sequence":"first","affiliation":[]},{"given":"Ming-ying","family":"You","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"94_CR1","first-page":"77","volume":"3","author":"Y.J. Tang","year":"2005","unstructured":"Tang, Y.J., Zhang, X.G.: Research on business prediction and analysis methods of wireless network traffic. Telecommunications engineering technology and standardization\u00a03, 77\u201383 (2005)","journal-title":"Telecommunications engineering technology and standardization"},{"key":"94_CR2","doi-asserted-by":"publisher","first-page":"2230","DOI":"10.3724\/SP.J.1087.2008.02230","volume":"28","author":"R. Chen","year":"2008","unstructured":"Chen, R., Song, J.D.: Communication traffic forecasting model based on multiple SVM regression functions. Computer Applications\u00a028, 2230\u20132232 (2008)","journal-title":"Computer Applications"},{"key":"94_CR3","first-page":"9","volume":"28","author":"N.Y. Tao","year":"2008","unstructured":"Tao, N.Y., Jiang, J.Z.: Research on mobile traffic prediction based on neural network. Shandong Communication Technology\u00a028, 9\u201312 (2008)","journal-title":"Shandong Communication Technology"},{"key":"94_CR4","first-page":"29","volume":"5","author":"W.Y. Tao","year":"2004","unstructured":"Tao, W.Y.: Mobile communication traffic prediction based on the regression method. Design Technology of Post and Telecommunication\u00a05, 29\u201332 (2004)","journal-title":"Design Technology of Post and Telecommunication"},{"key":"94_CR5","first-page":"25","volume":"10","author":"W. Cheng","year":"2000","unstructured":"Cheng, W.: Traffic prediction based on the model with seasonal change. Hubei Post and Telecommunication Technology\u00a010, 25\u201327 (2000)","journal-title":"Hubei Post and Telecommunication Technology"},{"key":"94_CR6","volume-title":"Forecasting, structural time series models and the kalman filter","author":"A.C. Haevey","year":"1991","unstructured":"Haevey, A.C.: Forecasting, structural time series models and the kalman filter. Cambridge University Press, Cambridge (1991)"},{"key":"94_CR7","doi-asserted-by":"publisher","first-page":"231","DOI":"10.1007\/s521-001-8051-z","volume":"10","author":"R. Rosipal","year":"2001","unstructured":"Rosipal, R., Trejo, L.J., Leonard, J.T.: Kernel function PCA for Feature Extraction and De-Noising in Nonlinear Regression. Neural Computing & Application\u00a010, 231\u2013243 (2001)","journal-title":"Neural Computing & Application"},{"key":"94_CR8","doi-asserted-by":"publisher","first-page":"223","DOI":"10.1016\/j.ces.2003.09.012","volume":"59","author":"M.L. Jong","year":"2004","unstructured":"Jong, M.L., Chang, K.Y., Sang, W.C., et al.: Nonlinear process monitoring using kernel function principal component analysis. Chemical Engineering Science\u00a059, 223\u2013234 (2004)","journal-title":"Chemical Engineering Science"},{"key":"94_CR9","doi-asserted-by":"publisher","first-page":"331","DOI":"10.1016\/j.dsp.2004.12.004","volume":"15","author":"Z.L. Sun","year":"2005","unstructured":"Sun, Z.L., Huang, D.S., Cheung, Y.M.: Extracting nonlinear features for multispec-tral images by FCMC and KPCA. Digital Signal Processing\u00a015, 331\u2013346 (2005)","journal-title":"Digital Signal Processing"},{"key":"94_CR10","first-page":"25","volume":"1","author":"H.Z. Wang","year":"2005","unstructured":"Wang, H.Z., Yu, J.S.: Nuclear function method and its application in process control applications. Petroleum and Chemical Automation\u00a01, 25\u201330 (2005)","journal-title":"Petroleum and Chemical Automation"},{"key":"94_CR11","first-page":"9","volume":"5","author":"J. Zhang","year":"2002","unstructured":"Zhang, J., Li, B.Q.: BP algorithm improved by principal component analysis method and application in fault diagnosis. Mechanical Design and Manufacture\u00a05, 9\u201310 (2002)","journal-title":"Mechanical Design and Manufacture"},{"doi-asserted-by":"crossref","unstructured":"Yu, P.F., Lu, J.G., Wu, Y.L., Sun, Y.X.: Soft sensor based on kernel function principal component analysis and radial basis function neural network for microbiological fermentation. In: Proceedings of the 6th World Congress on Intelligent Control and Automation, pp. 4851\u20134855 (2006)","key":"94_CR12","DOI":"10.1109\/WCICA.2006.1713306"},{"key":"94_CR13","first-page":"58","volume":"26","author":"B. Lu","year":"2004","unstructured":"Lu, B., Bi, D.Y., Tan, J.: A method of image de-noising based KPCA. Infrared Technology\u00a026, 58\u201361 (2004)","journal-title":"Infrared Technology"},{"key":"94_CR14","series-title":"Advance in kernel function methods-support vector learning","volume-title":"Nonlinear component analysis as a kernel function eigenvalue problem","author":"B. Sch\u00f6lkopf","year":"1999","unstructured":"Sch\u00f6lkopf, B., Smola, A.J., M\u00fcller, K.R.: Nonlinear component analysis as a kernel function eigenvalue problem. Advance in kernel function methods-support vector learning. MIT Press, Cambridge (1999)"},{"key":"94_CR15","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1016\/S0031-3203(02)00051-1","volume":"36","author":"C.J. Twining","year":"2003","unstructured":"Twining, C.J., Taylor, C.J.: The use of kernel function principal component analysis to model data distributions. Pattern Recognition\u00a036, 217\u2013227 (2003)","journal-title":"Pattern Recognition"},{"key":"94_CR16","first-page":"1","volume":"27","author":"G.L. Liao","year":"2005","unstructured":"Liao, G.L., Shi, T.L., Lai, W.X.: Research on gearbox condition monitoring based on Kernel function-PCA. Mechanical Strength\u00a027, 1\u20135 (2005)","journal-title":"Mechanical Strength"}],"container-title":["Advances in Intelligent and Soft Computing","Fuzzy Information and Engineering Volume 2"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-03664-4_94","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,16]],"date-time":"2025-02-16T12:25:28Z","timestamp":1739708728000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-03664-4_94"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642036637","9783642036644"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-03664-4_94","relation":{},"ISSN":["1867-5662","1867-5670"],"issn-type":[{"type":"print","value":"1867-5662"},{"type":"electronic","value":"1867-5670"}],"subject":[],"published":{"date-parts":[[2009]]}}}