IPCARF: improving lncRNA-disease association prediction using incremental principal component analysis feature selection and a random forest classifier
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Title
IPCARF: improving lncRNA-disease association prediction using incremental principal component analysis feature selection and a random forest classifier
Authors
Keywords
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Journal
BMC BIOINFORMATICS
Volume 22, Issue 1, Pages -
Publisher
Springer Science and Business Media LLC
Online
2021-04-02
DOI
10.1186/s12859-021-04104-9
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Note: Only part of the references are listed.- DBS: a fast and informative segmentation algorithm for DNA copy number analysis
- (2019) Jun Ruan et al. BMC BIOINFORMATICS
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- (2019) Qingfeng He et al. SCIENCE OF THE TOTAL ENVIRONMENT
- TPGLDA: Novel prediction of associations between lncRNAs and diseases via lncRNA-disease-gene tripartite graph
- (2018) Liang Ding et al. Scientific Reports
- Predicting MicroRNA-Disease Associations Using Kronecker Regularized Least Squares Based on Heterogeneous Omics Data
- (2017) Jiawei Luo et al. IEEE Access
- Long noncoding RNA-HOTAIR affects chemoresistance by regulating HOXA1 methylation in small cell lung cancer cells
- (2015) Shun Fang et al. LABORATORY INVESTIGATION
- Prioritizing candidate disease-related long non-coding RNAs by walking on the heterogeneous lncRNA and disease network
- (2015) Meng Zhou et al. Molecular BioSystems
- Lnc2Cancer: a manually curated database of experimentally supported lncRNAs associated with various human cancers
- (2015) Shangwei Ning et al. NUCLEIC ACIDS RESEARCH
- Predicting lncRNA-disease associations and constructing lncRNA functional similarity network based on the information of miRNA
- (2015) Xing Chen Scientific Reports
- Inferring novel lncRNA–disease associations based on a random walk model of a lncRNA functional similarity network
- (2014) Jie Sun et al. Molecular BioSystems
- A Network Based Method for Analysis of lncRNA-Disease Associations and Prediction of lncRNAs Implicated in Diseases
- (2014) Xiaofei Yang et al. PLoS One
- Novel human lncRNA–disease association inference based on lncRNA expression profiles
- (2013) Xing Chen et al. BIOINFORMATICS
- A critical role for the long non-coding RNA GAS5 in proliferation and apoptosis in non-small-cell lung cancer
- (2013) Xuefei Shi et al. MOLECULAR CARCINOGENESIS
- Prediction of microRNAs Associated with Human Diseases Based on Weighted k Most Similar Neighbors
- (2013) Ping Xuan et al. PLoS One
- LNCipedia: a database for annotated human lncRNA transcript sequences and structures
- (2012) Pieter-Jan Volders et al. NUCLEIC ACIDS RESEARCH
- LncRNADisease: a database for long-non-coding RNA-associated diseases
- (2012) Geng Chen et al. NUCLEIC ACIDS RESEARCH
- NONCODE v3.0: integrative annotation of long noncoding RNAs
- (2011) D. Bu et al. NUCLEIC ACIDS RESEARCH
- Association of a novel long non-coding RNA in 8q24 with prostate cancer susceptibility
- (2010) Suyoun Chung et al. CANCER SCIENCE
- CREB up-regulates long non-coding RNA, HULC expression through interaction with microRNA-372 in liver cancer
- (2010) Jiayi Wang et al. NUCLEIC ACIDS RESEARCH
- Evolution and Functions of Long Noncoding RNAs
- (2009) Chris P. Ponting et al. CELL
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