Hai Liu

A Differential Privacy Preserving Approach for Logistic Regression in Genome-Wide Association Studies

2019

Genome-wide association studies have found genetic loci associated with disease occurrence through case-control studies, and logistic regression analysis is used when other covariates such as height, diet, and gender affected disease probabilities. However, with the …

Deep Matrix Factorization With Implicit Feedback Embedding for Recommendation System

2019 · IEEE Transactions on Industrial Informatics

Automatic recommendation has become an increasingly relevant problem to industries, which allows users to discover new items that match their tastes and enables the system to target items to the right users. In this paper, …