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In many applications data is naturally presented in terms of orderings of some basic elements or symbols.
A technique for computer detection and correction of spelling errors
Fred J Damerau · 1964
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Binary Codes Capable of Correcting Deletions, Insertions and Reversals
V I Levenshtein · 1966
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Distributional structure
Zelig Harris · 1970
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Dynamic programming algorithm optimization for spoken word recognition
H Sakoe and S Chiba · 1978
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Convolution kernels on discrete structures
David Haussler · 1999
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Multidimensional curve classification using passing-through regions
Mineichi Kudo, Jun Toyama, and Masaru Shimbo · 1999
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Online handwriting recognition with support vector machines - a kernel approach
C Bahlmann, B Haasdonk, and H Burkhardt · 2002
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Temporal Classification: Extending the Classification Paradigm to Multivariate Time Series
M W Kadous · 2002
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Text classification using string kernels
H Lodhi, C Saunders, J Shawe-Taylor, N Cristianini, and C Watkins · 2002
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Path kernels and multiplicative updates
Eiji Takimoto and Manfred K Warmuth · 2003
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Rational kernels: Theory and algorithms
Corinna Cortes, Patrick Haffner, and Mehryar Mohri · 2004
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Feature space interpretation of SVMs with indefinite kernels
B Haasdonk · 2005
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Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning)
Carl Edward Rasmussen and Christopher K I Williams · 2006
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Efficient Computation of gapped substring kernels for large alphabets
J Rousu and J Shawe-Taylor · 2006
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Extracting Motion Primitives from Natural Handwriting Data
Ben H Williams, Marc Toussaint, and Amos J Storkey · 2006
Hand movement recognition for Brazilian Sign Language: A study using distance-based neural networks
D B Dias, R C B Madeo, T Rocha, H H Biscaro, and S M Peres · 2009
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Gaussian Processes for Object Categorization
Ashish Kapoor, Kirsten Grauman, Raquel Urtasun, and Trevor Darrell · 2009
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Weighted Automata Algorithms
Mehryar Mohri · 2009
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Fast Global Alignment Kernels
Marco Cuturi · 2010
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LIBSVM: A library for support vector machines
Chih-Chung Chang and Chih-Jen Lin · 2011
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Similarity measures for sequential data
Konrad Rieck · 2011
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A Kernel for Time Series Based on Global Alighments
Marco Cuturi, Jean-Philippe Vert, Oystein Birkenes, and Tomoko Matsui · 2007
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A Study on the Dynamic Time Warping in Kernel Machines
Hansheng Lei and Bingyu Sun · 2007
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Dynamic Time Warping
Meinard Müller · 2007
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K Bache and M Lichman · 2013
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The Path Kernel
Andrea Baisero, Florian T Pokorny, Danica Kragic, and Carl Henrik Ek · 2013
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