Emerging trends in applications and infrastructures for computational biology, bioinformatics, and systems biology : systems and applications 1st Edition Arabnia

Emerging trends in applications and infrastructures for computational biology, bioinformatics, and systems biology : systems and applications – Ebook Instant Download/Delivery ISBN(s): 9780128042038,9780128042595,0128042036,0128042591

Product details:

• ISBN-10 ‏ : ‎ 0128042036
• ISBN-13 ‏ : ‎ 978-0128042038
• Author(s): Arabnia, Hamid; Tran, Quoc-Nam

Emerging Trends in Applications and Infrastructures for Computational Biology, Bioinformatics, and Systems Biology: Systems and Applications covers the latest trends in the field with special emphasis on their applications. The first part covers the major areas of computational biology, development and application of data-analytical and theoretical methods, mathematical modeling, and computational simulation techniques for the study of biological and behavioral systems.

The second part covers bioinformatics, an interdisciplinary field concerned with methods for storing, retrieving, organizing, and analyzing biological data. The book also explores the software tools used to generate useful biological knowledge.

The third part, on systems biology, explores how to obtain, integrate, and analyze complex datasets from multiple experimental sources using interdisciplinary tools and techniques, with the final section focusing on big data and the collection of datasets so large and complex that it becomes difficult to process using conventional database management systems or traditional data processing applications.

Table contents:

Section I: Computational Biology – Methodologies and Algorithms
Chapter 1: Using Methylation Patterns for Reconstructing Cell Division Dynamics: Assessing Validation Experiments
Chapter 2: A Directional Cellular Dynamic Under the Control of a Diffusing Energy for Tissue Morphogenesis: Phenotype and Genotype
Chapter 3: A Feature Learning Framework for Histology Images Classification
Chapter 4: Spontaneous Activity Characterization in Spiking Neural Systems With Log-Normal Synaptic Weight Distribution
Chapter 5: Comparison Between OpenMP and MPICH Optimized Parallel Implementations of a Cellular Automaton That Simulates the Skin Pigmentation Evolution
Section II: Bioinformatics, Simulation, Data Mining, Pattern Discovery, and Prediction Methods
Chapter 6: Structure Calculation of α, α/β, β Proteins From Residual Dipolar Coupling Data Using REDCRAFT
Chapter 7: Architectural Topography of the α-Subunit Cytoplasmic Loop in the GABAA Receptor
Chapter 8: Finding Long-Term Influence and Sensitivity of Genes Using Probabilistic Genetic Regulatory Networks
Chapter 9: The Application of Grammar Space Entropy in RNA Secondary Structure Modeling
Chapter 10: Effects of Excessive Water Intake on Body-Fluid Homeostasis and the Cardiovascular System — A Computer Simulation

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