scholarly journals A Novel lncRNA-Disease Association Prediction Model Using Laplacian Regularized Least Squares and Space Projection-Federated Method

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 111614-111625
Author(s):  
Min Chen ◽  
Yan Peng ◽  
Ang Li ◽  
Yinwei Deng ◽  
Zejun Li
Keyword(s):  
Prediction Model ◽  
Least Squares ◽  
Disease Association ◽  
Regularized Least Squares ◽  
Space Projection ◽  
Laplacian Regularized Least Squares

scholarly journals LRLSHMDA: Laplacian Regularized Least Squares for Human Microbe–Disease Association prediction

2017 ◽  
Vol 7 (1) ◽  
Author(s):  
Fan Wang ◽  
Zhi-An Huang ◽  
Xing Chen ◽  
Zexuan Zhu ◽  
Zhenkun Wen ◽  
...  
Keyword(s):  
Least Squares ◽  
Disease Association ◽  
Regularized Least Squares ◽  
Laplacian Regularized Least Squares

scholarly journals LSGSP: a novel miRNA–disease association prediction model using a Laplacian score of the graphs and space projection federated method

RSC Advances ◽  
2019 ◽  
Vol 9 (51) ◽  
pp. 29747-29759 ◽  
Author(s):  
Yi Zhang ◽  
Min Chen ◽  
Xiaohui Cheng ◽  
Zheng Chen
Keyword(s):  
Prediction Model ◽  
Disease Association ◽  
Human Diseases ◽  
Pathogenic Mechanisms ◽  
Novel Mirna ◽  
Research Findings ◽  
Space Projection ◽  
Laplacian Score

Lots of research findings have indicated that the mutations and disorders of miRNAs (microRNAs) are closely related to diseases. Therefore, determining the associations between human diseases and miRNAs is key to understand the pathogenic mechanisms.

Towards designing risk-based safe Laplacian Regularized Least Squares

2016 ◽  
Vol 45 ◽  
pp. 1-7 ◽  
Author(s):  
Haitao Gan ◽  
Zhizeng Luo ◽  
Yao Sun ◽  
Xugang Xi ◽  
Nong Sang ◽  
...  
Keyword(s):  
Least Squares ◽  
Regularized Least Squares ◽  
Laplacian Regularized Least Squares
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