79 citations · 91 across the 3 of their papers we have counts for
3 papers · 1 filter
A data-driven method for syndrome type identification and classification in traditional Chinese medicine
Nevin L. Zhang, Chen Fu, Teng Fei Liu +4
Objective: The efficacy of traditional Chinese medicine (TCM) treatments for Western medicine (WM) diseases relies heavily on the proper classification of patients into TCM syndrom…
A Survey on Latent Tree Models and Applications
Raphaël Mourad, Christine Sinoquet, Nevin L. Zhang +2
In data analysis, latent variables play a central role because they help provide powerful insights into a wide variety of phenomena, ranging from biological to human sciences. The…
A Model-Based Approach to Rounding in Spectral Clustering
Leonard K. M. Poon, April H. Liu, Tengfei Liu +1
In spectral clustering, one defines a similarity matrix for a collection of data points, transforms the matrix to get the Laplacian matrix, finds the eigenvectors of the Laplacian…