Sivaramakrishnan, KR and Bhattacharyya, Chiranjib (2004) Time Series Classification for Online Tamil Handwritten Character Recognition – A Kernel Based Approach. In: 11th International Conference on Neural Information Processing, NOV 22-25, 2004, Calcutta, INDIA.
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In this paper, we consider the problem of time series classification. Using piecewise linear interpolation various novel kernels are obtained which can be used with Support vector machines for designing classifiers capable of deciding the class of a given time series. The approach is general and is applicable in many scenarios. We apply the method to the task of Online Tamil handwritten character recognition with promising results.
|Item Type:||Conference Paper|
|Additional Information:||Copyright of this article belongs to Springer-Verlag Berlin.|
|Department/Centre:||Division of Electrical Sciences > Computer Science & Automation (Formerly, School of Automation)
Division of Electrical Sciences > Electrical Engineering
|Date Deposited:||08 Mar 2012 06:08|
|Last Modified:||08 Mar 2012 06:08|
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