Application of the Random Forest Method in Studies of Local Lymph Node Assay Based Skin Sensitization Data. - Shengqiao Li; Adam Fedorowicz; Harshinder Singh; Sidney C. Soderholm (J. Chem. Inf. Model., 2005)

Nearest-neighbor nonparametric method for estimating the configurational entropy of complex molecules. - Vladimir Hnizdo; Eva Darian; Adam Fedorowicz; Eugene Demchuk; Shengqiao Li; Harshinder Singh (J. Comput. Chem., 2007)

Random KNN feature selection - a fast and stable alternative to Random Forests. - Shengqiao Li; E. James Harner; Donald A. Adjeroh (BMC Bioinform., 2011)

k-Nearest Neighbor Based Consistent Entropy Estimation for Hyperspherical Distributions. - Shengqiao Li; Robert M. Mnatsakanov; Michael E. Andrew (Entropy, 2011)

Random KNN. - Shengqiao Li; E. James Harner; Donald A. Adjeroh (ICDM Workshops, 2014)