Search Results for author: Yan-Li Lee

Found 3 papers, 1 papers with code

Collaborative Filtering Approach to Link Prediction

no code implementations14 Mar 2021 Yan-Li Lee, Tao Zhou

Considering the delicate but important difference between personalized recommendation and link prediction, we further propose an improved framework named as self-included collaborative filtering (SCF).

Collaborative Filtering Link Prediction +1

Hierarchical Clustering Supported by Reciprocal Nearest Neighbors

no code implementations9 Jul 2019 Wen-Bo Xie, Yan-Li Lee, Cong Wang, Duan-Bing Chen, Tao Zhou

Clustering is a fundamental analysis tool aiming at classifying data points into groups based on their similarity or distance.

Astronomy Clustering +1

A generalized method toward drug-target interaction prediction via low-rank matrix projection

1 code implementation6 Jun 2017 Ratha Pech, Dong Hao, Yan-Li Lee, Maryna Po, Tao Zhou

On one hand, when there is no extra characteristic information of drugs or targets, the proposed method utilizes only the known interactions.

BIG-bench Machine Learning Drug Discovery +1

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