EDITORIAL
Published on 11 Nov 2021
Editorial: Unsupervised Learning Models for Unlabeled Genomic, Transcriptomic & Proteomic Data
doi 10.3389/fgene.2021.781698
- 1,390 views
- 2 citations
- Frontiers in Genetics
- Computational Genomics
- Research Topics
- Unsupervised Learning Models for Unlabeled Genomic, Transcriptomic & Proteomic Data
Unsupervised Learning Models for Unlabeled Genomic, Transcriptomic & Proteomic Data
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Articles
METHODS
Published on 22 Sep 2021
Comparative Analysis of Unsupervised Protein Similarity Prediction Based on Graph Embedding
doi 10.3389/fgene.2021.744334
- 1,490 views
- 1 citation
ORIGINAL RESEARCH
Published on 06 Sep 2021
Multi-View Spectral Clustering Based on Multi-Smooth Representation Fusion for Cancer Subtype Prediction
doi 10.3389/fgene.2021.718915
- 2,210 views
- 9 citations
ORIGINAL RESEARCH
Published on 27 Aug 2021
SCDRHA: A scRNA-Seq Data Dimensionality Reduction Algorithm Based on Hierarchical Autoencoder
doi 10.3389/fgene.2021.733906
- 2,641 views
- 17 citations
ORIGINAL RESEARCH
Published on 15 Jul 2021
Prediction of Disease Genes Based on Stage-Specific Gene Regulatory Networks in Breast Cancer
doi 10.3389/fgene.2021.717557
- 2,230 views
- 4 citations
METHODS
Published on 23 Jun 2021
Overlapping Structures Detection in Protein-Protein Interaction Networks Using Community Detection Algorithm Based on Neighbor Clustering Coefficient
doi 10.3389/fgene.2021.689515
- 3,021 views
- 4 citations
ORIGINAL RESEARCH
Published on 13 May 2021
The Unsupervised Feature Selection Algorithms Based on Standard Deviation and Cosine Similarity for Genomic Data Analysis
doi 10.3389/fgene.2021.684100
- 7,056 views
- 35 citations
METHODS
Published on 23 Apr 2021
CBP-JMF: An Improved Joint Matrix Tri-Factorization Method for Characterizing Complex Biological Processes of Diseases
doi 10.3389/fgene.2021.665416
- 2,241 views
- 1 citation
METHODS
Published on 13 Jan 2021
A Density Peak-Based Method to Detect Copy Number Variations From Next-Generation Sequencing Data
doi 10.3389/fgene.2020.632311
- 1,776 views
- 6 citations
METHODS
Published on 12 Jan 2021
Predicting lincRNA-Disease Association in Heterogeneous Networks Using Co-regularized Non-negative Matrix Factorization
doi 10.3389/fgene.2020.622234
- 1,313 views
- 3 citations
