Big data analytics in genomics. (2016)

• Record Type: Book
• Further Information: Note: Ka-Chun Wong, editor.
• Editors: Wong, Ka-Chun
• Contents: Introduction to Statistical Methods for Integrative Analysis of Genomic Data -- Robust Methods for Expression Quantitative Trait Loci Mapping -- Causal Inference and Structure Learning of Genotype-Phenotype Networks using Genetic Variation -- Genomic Applications of the Neyman-Pearson Classification Paradigm -- Improving Re-annotation of Annotated Eukaryotic Genomes -- State-of-the-art in Smith-Waterman Protein Database Search -- A Survey of Computational Methods for Protein Function Prediction -- Genome Wide Mapping of Nucleosome Position and Histone Code Polymorphisms in Yeast -- Perspectives of Machine Learning Techniques in Big Data Mining of Cancer -- Mining Massive Genomic Data for Therapeutic Biomarker Discovery in Cancer: Resources, Tools, and Algorithms -- NGC Analysis of Somatic Mutations in Cancer Genomes -- OncoMiner: A Pipeline for Bioinformatics Analysis of Exonic Sequence Variants in Cancer -- A Bioinformatics Approach for Understanding Genotype-Phenotype Correlation in Breast Cancer.
• Publisher Details: Switzerland : Springer
• Publication Date: 2016
• Extent: 1 online resource
• Subjects: 005.7; Computer science; COMPUTERS -- Databases -- Data mining; Big data; Genomics; Data mining; Quantitative research -- Social aspects; Big data; Data mining; Genomics; Computers -- Database Management -- Data Mining; Medical -- Biostatistics; Mathematics -- Applied; Data mining; Probability & statistics; Applied mathematics; Bioinformatics; Statistics; Genetics -- Mathematics; Computers -- Computer Science; Life sciences: general issues; Electronic books
• Languages: English
• ISBNs: 9783319412795; 3319412795
• Related ISBNs: 9783319412788; 3319412787
• Notes: Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.