Shuhui Jiang

Deep Decision Tree Transfer Boosting

2019 · IUScholarWorks (Indiana University)

Instance transfer approaches consider source and target data together during the training process, and borrow examples from the source domain to augment the training data, when there is limited or no label in the target …

Author Topic Model based Collaborative Filtering for Personalized POI Recommendation

2015 · IEEE Transactions on Multimedia

From social media has emerged continuous needs for automatic travel recommendations. Collaborative filtering (CF) is the most well-known approach. However, existing approaches generally suffer from various weaknesses. For example , sparsity can significantly degrade the …