Computational methods with applications in bioinformatics analysis - Tsai, Jeffrey J.-P.; Ng, Ka-Lok (New Jersey World Scientific, 2017)
Chapter 1. Unsupervised clustering of time series gene expression data based on spectrum processing and autoregressive modeling -- Chapter 2. Gene ontology-based analysis of time series gene expression data using support vector machines -- Chapter 3. A comparative review of graph-based ensemble clustering as transformation methods for microarray data classification -- Chapter 4. Semantic analytics of biomedical data -- Chapter 5. Investigating interactions between proteins and nucleic acids by computational approaches -- Chapter 6. Bioinformatics analysis of microRNA and protein-protein interaction in plant host-pathogen interaction system -- Chapter 7. Computational modelling of the Alu-carrying RNA network in Thl7-mediated autoimmune diseases -- Chapter 8. Principal component analysis based unsupervised feature extraction applied to bioinformatics analysis -- Chapter 9. Choquet integral algorithm for T-cell epitope prediction using support vector machine.
Keywords: Bioinformatics -- Mathematics; Computational biology