Rice DSP Publications
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"Tuning support vector machines for minimax and Neyman-Pearson classification",
to appear in IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010.
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"Regression level set estimation via cost-sensitive classification",
IEEE Transactions on Signal Processing, 55(6), pp. 2752-2757, Jun. 2007.
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"Minimax support vector machines",
IEEE Workshop on Statistical Signal Processing (SSP), Madison, Wisconsin, Aug. 2007.
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"Learning minimum volume sets with support vector machines",
IEEE Workshop on Machine Learning for Signal Processing (MLSP), Maynooth, Ireland, Sep. 2006.
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"Controlling False Alarms with Support Vector Machines",
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toulouse, France, pp. V-589 - V-592, May 2006.
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"CORT: Classification Or Regression Trees",
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP, Apr. 2003.
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"TEMPLAR: A Wavelet-Based Framework for Pattern Learning and Analysis",
IEEE Transactions on Signal Processing, Apr. 2001.
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"Hierarchical Wavelet-Based Image Model for Pattern Analysis and Synthesis",
Wavelet Applications in Signal and Image Processing, Jul. 2000.
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"A Hierarchical Wavelet-Based Framework for Pattern Analysis and Synthesis",
Department of Electrical and Computer Engineering, MS Thesis: Rice University, Apr. 2000.
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