Rice DSP Publications
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"Tuning support vector machines for minimax and Neyman-Pearson classification",
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 32, no. 10, pp. 1888-1898, Oct., 2010.
Abstract
"Regression level set estimation via cost-sensitive classification",
IEEE Transactions on Signal Processing, vol. 55, no. 6, pp. 2752-2757, Jun., 2007.
Abstract
"Minimax support vector machines",
IEEE Workshop on Statistical Signal Processing (SSP), Madison, WI, Aug., 2007.
Abstract
"Learning minimum volume sets with support vector machines",
IEEE Workshop on Machine Learning for Signal Processing (MLSP), Maynooth, Ireland, Sep., 2006.
Abstract
"Controlling false alarms with support vector machines",
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toulouse, France, May, 2006.
Abstract
"CORT: Classification Or Regression Trees",
DIMACS, Jun., 2003.
Abstract
"CORT: Classification Or Regression Trees",
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP, Apr., 2003.
Abstract
"TEMPLAR: A Wavelet-Based Framework for Pattern Learning and Analysis",
IEEE Transactions on Signal Processing, Apr., 2001.
Abstract
"Hierarchical Wavelet-Based Image Model for Pattern Analysis and Synthesis",
Wavelet Applications in Signal and Image Processing, Jul., 2000.
Abstract
"A Hierarchical Wavelet-Based Framework for Pattern Analysis and Synthesis",
Department of Electrical and Computer Engineering, vol. MS Thesis: Rice University, Apr., 2000.
Abstract