Nonparametric control algorithms for nonlinear fading memory systems. - Sathyakama Sandilya; Sanjeev R. Kulkarni (IEEE Trans. Autom. Control., 2001)

Mining time-dependent patient outcomes from hospital patient records. - R. Bharat Rao; Sathyakama Sandilya; Radu Stefan Niculescu; Colin Germond; Arun Goel (AMIA, 2002)

Data-dependent kn-NN and kernel estimators consistent for arbitrary processes. - Sanjeev R. Kulkarni; S. E. Posner; Sathyakama Sandilya (IEEE Trans. Inf. Theory, 2002)

Principal curves with bounded turn. - Sathyakama Sandilya; Sanjeev R. Kulkarni (IEEE Trans. Inf. Theory, 2002)

Clinical and financial outcomes analysis with existing hospital patient records. - R. Bharat Rao; Sathyakama Sandilya; Radu Stefan Niculescu; Colin Germond; Harsha Rao (KDD, 2003)

Continuous-Time Bayesian Modeling of Clinical Data. - Sathyakama Sandilya; R. Bharat Rao (SDM, 2004)

Decision Making for Symbolic Probability. - Phan Hong Giang; Sathyakama Sandilya (UAI, 2004)

Rule extraction from linear support vector machines. - Glenn Fung; Sathyakama Sandilya; R. Bharat Rao (KDD, 2005)

Sparse Fisher Discriminant Analysis for Computer Aided Detection. - Murat Dundar; Glenn Fung; Jinbo Bi; Sathyakama Sandilya; R. Bharat Rao (SDM, 2005)

Rule Extraction from Linear Support Vector Machines via Mathematical Programming. - Glenn Fung; Sathyakama Sandilya; R. Bharat Rao (Rule Extraction from Support Vector Machines, 2008)