Neighborhood Constraint Matrix Completion for Drug-Target Interaction Prediction

Xin Fan; Yuxiang Hong; Xiaohu Liu; Yaogong Zhang; Maoqiang Xie

doi:10.1007/978-3-319-93034-3_28

ScienceGate Book Chapters

BOOK-CHAPTER

Neighborhood Constraint Matrix Completion for Drug-Target Interaction Prediction

Xin Fan Yuxiang Hong Xiaohu Liu Yaogong Zhang Maoqiang Xie

Year: 2018 Lecture notes in computer science Pages: 348-360 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-319-93034-3_28

Get Full-Text PDF Get Analytical Report

Keywords:

Computer science Matrix completion Constraint (computer-aided design) Adjacency matrix Similarity (geometry) Mathematical optimization Artificial intelligence Rank (graph theory) Gradient descent Data mining Machine learning Algorithm Theoretical computer science Image (mathematics) Artificial neural network Mathematics

Metrics

Cited By

2.54

FWCI (Field Weighted Citation Impact)

Refs

0.88

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Computational Drug Discovery Methods

Physical Sciences → Computer Science → Computational Theory and Mathematics

Protein Structure and Dynamics

Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology

Machine Learning in Materials Science

Physical Sciences → Materials Science → Materials Chemistry

Neighborhood Constraint Matrix Completion for Drug-Target Interaction Prediction

Metrics

Citation History

Topics

Related Documents

Neighborhood Regularized Logistic Matrix Factorization for Drug-Target Interaction Prediction

Drug-Target Interaction Prediction via Dual Laplacian Graph Regularized Matrix Completion

Deep Matrix Completion on Graphs: Application in Drug Target Interaction Prediction

NCMCMDA: miRNA–disease association prediction through neighborhood constraint matrix completion

Multi-View Fused Nonnegative Matrix Completion Methods for Drug-Target Interaction Prediction.