Tag : factorization

AI/ML

MHSNMF: multi-view hessian regularization based symmetric nonnegative matrix factorization for microbiome data analysis

Newsemia
With the rapid development of high-throughput technique, multiple heterogeneous omics data have been accumulated vastly (e.g., genomics, proteomics and metabolomics data). Integrating information from multiple…...
AI/ML

Improved Prediction of Drug-Target Interactions Using Self-Paced Learning with Collaborative Matrix Factorization.

Newsemia
Related Articles Improved Prediction of Drug-Target Interactions Using Self-Paced Learning with Collaborative Matrix Factorization. J Chem Inf Model. 2019 07 22;59(7):3340-3351 Authors: Xia LY, Yang...
AI/ML

Matrix factorization with neural network for predicting circRNA-RBP interactions.

Newsemia
Related Articles Matrix factorization with neural network for predicting circRNA-RBP interactions. BMC Bioinformatics. 2020 Jun 05;21(1):229 Authors: Wang Z, Lei X Abstract BACKGROUND: Circular RNA...
AI/ML

Using topic modeling via non-negative matrix factorization to identify relationships between genetic variants and disease phenotypes: A case study of Lipoprotein(a) (LPA).

Newsemia
Related Articles Using topic modeling via non-negative matrix factorization to identify relationships between genetic variants and disease phenotypes: A case study of Lipoprotein(a) (LPA). PLoS...

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