{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T03:30:45Z","timestamp":1743132645789,"version":"3.40.3"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319126098"},{"type":"electronic","value":"9783319126104"}],"license":[{"start":{"date-parts":[[2014,11,23]],"date-time":"2014-11-23T00:00:00Z","timestamp":1416700800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2014,11,23]],"date-time":"2014-11-23T00:00:00Z","timestamp":1416700800000},"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":[[2015]]},"DOI":"10.1007\/978-3-319-12610-4_5","type":"book-chapter","created":{"date-parts":[[2014,12,2]],"date-time":"2014-12-02T17:49:27Z","timestamp":1417542567000},"page":"71-84","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["The Path Kernel: A Novel Kernel for Sequential Data"],"prefix":"10.1007","author":[{"given":"Andrea","family":"Baisero","sequence":"first","affiliation":[]},{"given":"Florian T.","family":"Pokorny","sequence":"additional","affiliation":[]},{"given":"Danica","family":"Kragic","sequence":"additional","affiliation":[]},{"given":"Carl Henrik","family":"Ek","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2014,11,23]]},"reference":[{"key":"5_CR1","unstructured":"Bahlmann, C., Haasdonk, B., Burkhardt, H.: Online handwriting recognition with support vector machines\u2014a kernel approach. In: 8th International Workshop on \u00a0Frontiers in Handwriting Recognition, pp. 49\u201354 (2002)"},{"key":"5_CR2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-9096-9","volume-title":"Reproducing Kernel Hilbert Spaces in Probability and Statistics","author":"A Berlinet","year":"2004","unstructured":"Berlinet, A., Thomas-Agnan, C.: Reproducing Kernel Hilbert Spaces in Probability and Statistics. Kluwer, Dordrecht (2004)"},{"key":"5_CR3","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511543241","volume-title":"Radial Basis Functions: Theory and Implementations","author":"MD Buhmann","year":"2003","unstructured":"Buhmann, M.D., Martin, D.: Radial Basis Functions: Theory and Implementations. Cambridge University Press, Cambridge (2003)"},{"key":"5_CR4","unstructured":"Chang, C.C., Lin, C.J.: LIBSVM: a library for support vector machines (2001)"},{"key":"5_CR5","volume-title":"An Introduction to Support Vector Machines: and Other Kernel-Based Learning Methods","author":"N Cristianini","year":"2006","unstructured":"Cristianini, N., Shawe-Taylor, J.: An Introduction to Support Vector Machines: and Other Kernel-Based Learning Methods. Cambridge University Press, Cambridge (2006)"},{"key":"5_CR6","unstructured":"Cuturi, M.: Fast global alignment kernels. In: Proceedings of the International Conference on Machine Learning (2010)"},{"key":"5_CR7","doi-asserted-by":"crossref","unstructured":"Cuturi, M., Vert, J.P., Birkenes, O., Matsui, T.: A kernel for time series based \u00a0on global alignments. In: IEEE International Conference on Acoustics, Speech and Signal Processing, \u00a0pp. II-413\u2013II-416 (2007)","DOI":"10.1109\/ICASSP.2007.366260"},{"key":"5_CR8","doi-asserted-by":"crossref","unstructured":"Gudmundsson, S., Runarsson, T.P., Sigurdsson, S.: Support vector machines and dynamic time warping for time series. In: Proceedings of the IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) (x), pp. 2772\u20132776 (2008). http:\/\/ieeexplore.ieee.org\/lpdocs\/epic03\/wrapper.htm?arnumber=4634188","DOI":"10.1109\/IJCNN.2008.4634188"},{"issue":"4","key":"5_CR9","doi-asserted-by":"publisher","first-page":"482","DOI":"10.1109\/TPAMI.2005.78","volume":"27","author":"B Haasdonk","year":"2005","unstructured":"Haasdonk, B.: Feature space interpretation of SVMs with indefinite kernels. IEEE Trans. Pattern Anal. Mach. Intell. 27(4), 482\u2013492 (2005)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"1","key":"5_CR10","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1007\/s10994-007-5009-7","volume":"68","author":"B Haasdonk","year":"2007","unstructured":"Haasdonk, B., Burkhardt, H.: Invariant kernel functions for pattern analysis and machine learning. Mach. Learn. 68(1), 35\u201361 (2007)","journal-title":"Mach. Learn."},{"key":"5_CR11","unstructured":"Haussler, D.: Convolution kernels on discrete structures. Tech. Rep. (1999)"},{"key":"5_CR12","first-page":"1435","volume":"5","author":"C Leslie","year":"2004","unstructured":"Leslie, C., Kuang, R.: Fast string kernels using inexact matching for protein sequences. J. Mach. Learn. Res. 5, 1435\u20131455 (2004)","journal-title":"J. Mach. Learn. Res."},{"key":"5_CR13","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"M Li","year":"2006","unstructured":"Li, M., Zhu, Y.: Image classification via LZ78 based string kernel: a comparative study. Advances in Knowledge Discovery and Data Mining. Springer, Berlin (2006)"},{"key":"5_CR14","first-page":"419","volume":"2","author":"H Lodhi","year":"2002","unstructured":"Lodhi, H., Saunders, C., Shawe-Taylor, J., Cristianini, N., Watkins, C.: Text classification using string kernels. J. Mach. Learn. Res. 2, 419\u2013444 (2002)","journal-title":"J. Mach. Learn. Res."},{"key":"5_CR15","doi-asserted-by":"crossref","unstructured":"Luo, G., Bergstr\u00f6m, N., Ek, C.H., Kragic, D.: Representing actions with \u00a0kernels. In: IEEE\/RSJ International Conference on Intelligent Robots and Systems, pp. 2028\u20132035 \u00a0(2011)","DOI":"10.1109\/IROS.2011.6048175"},{"issue":"1","key":"5_CR16","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1109\/TASSP.1978.1163055","volume":"26","author":"H Sakoe","year":"1978","unstructured":"Sakoe, H., Chiba, S.: Dynamic programming algorithm optimization for spoken word recognition. IEEE Trans. Acoust. Speech Signal Process. 26(1), 43\u201349 (1978)","journal-title":"IEEE Trans. Acoust. Speech Signal Process."},{"key":"5_CR17","unstructured":"Saunders, C., Tschach, H., Shawe-Taylor, J.: Syllables and other string \u00a0kernel extensions. In: Proceedings of the Nineteenth International Conference on Machine Learning (ICML\u201902) (2002)"},{"issue":"4","key":"5_CR18","doi-asserted-by":"publisher","first-page":"591","DOI":"10.1109\/TPAMI.2008.111","volume":"31","author":"J Sivic","year":"2009","unstructured":"Sivic, J., Zisserman, A.: Efficient visual search of videos cast as text retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 31(4), 591\u2013606 (2009)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"5_CR19","doi-asserted-by":"crossref","unstructured":"Watkins, C.: Dynamic alignment kernels. In: Proceedings of the Advances in Neural Information Processing Systems (1999)","DOI":"10.7551\/mitpress\/1113.003.0006"}],"container-title":["Advances in Intelligent Systems and Computing","Pattern Recognition Applications and Methods"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-12610-4_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,5]],"date-time":"2024-06-05T14:53:56Z","timestamp":1717599236000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-12610-4_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,11,23]]},"ISBN":["9783319126098","9783319126104"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-12610-4_5","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2014,11,23]]},"assertion":[{"value":"23 November 2014","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}