{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,1,16]],"date-time":"2025-01-16T13:41:04Z","timestamp":1737034864728,"version":"3.33.0"},"publisher-location":"Berlin, Heidelberg","reference-count":11,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540440161"},{"type":"electronic","value":"9783540456650"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2002]]},"DOI":"10.1007\/3-540-45665-1_13","type":"book-chapter","created":{"date-parts":[[2007,5,19]],"date-time":"2007-05-19T14:49:25Z","timestamp":1179586165000},"page":"160-170","source":"Crossref","is-referenced-by-count":3,"title":["Analysis of Nonstationary Time Series Using Support Vector Machines"],"prefix":"10.1007","author":[{"given":"Ming-Wei","family":"Chang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chih-Jen","family":"Lin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ruby C.","family":"Weng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2002,7,25]]},"reference":[{"key":"13_CR1","unstructured":"NEOS AMPL interfaces to TRON. Software available at http:\/\/neos.mcs.anl.gov\/neos\/solvers\/BCO:TRON-AMPL\/ ."},{"key":"13_CR2","unstructured":"C.-C. Chang and C.-J. Lin. LIBSVM: a library for support vector machines, 2001. Software available at http:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvm ."},{"key":"13_CR3","unstructured":"M.-W. Chang, C.-J. Lin, and R. C. Weng. Analysis of switching dynamics with competing support vector machines. In Proceedings of IJCNN, 2002."},{"key":"13_CR4","doi-asserted-by":"publisher","first-page":"1691","DOI":"10.1162\/neco.1997.9.8.1691","volume":"9","author":"A. Kehagias","year":"1997","unstructured":"A. Kehagias and V. Petridis. Time-series segmentation using predictive modular neural networks. Neural Computation, 9:1691\u20131709, 1997.","journal-title":"Neural Computation"},{"key":"13_CR5","doi-asserted-by":"crossref","unstructured":"J. Kohlmorgen, S. Lemm, G. R\u00e4tsch, and K.-R. M\u00fcller. Analysis of nonstationary time series by mixtures of self-organizing predictors. In Proceedings of IEEE Neural Networks for Signal Processing Workshop, pages 85\u201394, 2000.","DOI":"10.1109\/NNSP.2000.889365"},{"key":"13_CR6","doi-asserted-by":"crossref","unstructured":"J. Kohlmorgen, K.-R. M\u00fcller, and K. Pawelzik. Segmentation and identification of drifting dynamical systems. pages 326\u2013335, 1997.","DOI":"10.1109\/NNSP.1997.622413"},{"key":"13_CR7","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1007\/s004220000144","volume":"83","author":"J. Kohlmorgen","year":"2000","unstructured":"J. Kohlmorgen, K.-R. M\u00fcller, J. Rittweger, and K. Pawelzik. Identification of nonstationary dynamics in physiological recordings. Biological Cybernetics, 83:73\u201384, 2000.","journal-title":"Biological Cybernetics"},{"key":"13_CR8","doi-asserted-by":"publisher","first-page":"1100","DOI":"10.1137\/S1052623498345075","volume":"9","author":"C.-J. Lin","year":"1999","unstructured":"C.-J. Lin and J. J. Mor\u00e9. Newton\u2019s method for large-scale bound constrained problems. SIAM J. Optim., 9:1100\u20131127, 1999.","journal-title":"SIAM J. Optim."},{"issue":"10","key":"13_CR9","first-page":"1306","volume":"E78-A","author":"K.-R. M\u00fcller","year":"1995","unstructured":"K.-R. M\u00fcller, J. Kohlmorgen, and K. Pawelzik. Analysis of switching dynamics with competing neural networks. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E78-A(10):1306\u20131315, 1995.","journal-title":"IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences"},{"issue":"2","key":"13_CR10","doi-asserted-by":"publisher","first-page":"340","DOI":"10.1162\/neco.1996.8.2.340","volume":"8","author":"K. Pawelzik","year":"1996","unstructured":"K. Pawelzik, J. Kohlmorgen, and K.-R. M\u00fcller. Annealed competition of experts for a segmentation and classification of switching dynamics. Neural Computation, 8(2):340\u2013356, 1996.","journal-title":"Neural Computation"},{"key":"13_CR11","volume-title":"Statistical Learning Theory","author":"V. Vapnik","year":"1998","unstructured":"V. Vapnik. Statistical Learning Theory. Wiley, New York, NY, 1998."}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition with Support Vector Machines"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-45665-1_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,16]],"date-time":"2025-01-16T13:08:44Z","timestamp":1737032924000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-45665-1_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2002]]},"ISBN":["9783540440161","9783540456650"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/3-540-45665-1_13","relation":{},"ISSN":["0302-9743"],"issn-type":[{"type":"print","value":"0302-9743"}],"subject":[],"published":{"date-parts":[[2002]]}}}