A review on machine learning principles for multi-view biological data integration - Li, Yifeng; Wu, Fang-Xiang; Ngom, Alioune (Briefings in bioinformatics, 2018)
Keywords: Animals; Artificial intelligence; Artificial neural networks; Bayesian analysis; Bayesian theory; clinical trials; Clustering; Data integration; Decision making; deep learning; Gene Regulatory Networks; genomics; high-throughput nucleotide sequencing; Humans; Integration; Learning algorithms; Machine Learning; Mathematical models; matrix factorization; Models, Biological; multi-omics data; multiple kernel learning; network fusion; Neural networks; Next-generation sequencing; prediction; Prediction models; random forest; Similarity; Systems Biology - methods; multi-omics data; network fusion; matrix factorization; deep learning; multiple kernel learning; random forest; data integration