05623cam a2200685Ki 4500 ocn945735493 OCoLC 20190328114814.0 m o d cr cnu|||unuuu 160331s2016 mau ob 001 0 eng d N$T eng rda pn N$T UIU N$T OPELS YDXCP CDX IDEBK EBLCP OCLCF COO Z5A OCLCQ U3W D6H AU@ TKN 945751335 959328882 9780128042595 electronic bk. 0128042591 electronic bk. 9780128042038 0128042036 (OCoLC)945735493 (OCoLC)945751335 (OCoLC)959328882 QH324.2 NAT 027000 bisacsh SCI 008000 bisacsh SCI 086000 bisacsh COM 082000 bisacsh 570.285 23 Emerging trends in applications and infrastructures for computational biology, bioinformatics, and systems biology : systems and applications / [electronic resource] edited by Quoc Nam Tran, Hamid R. Arabnia. Cambridge, MA : Morgan Kaufmann/Elsevier Ltd., 2016. 1 online resource text txt rdacontent computer c rdamedia online resource cr rdacarrier Emerging trends in computer science & applied computing Includes bibliographical references and index. Vendor-supplied metadata. "Emerging Trends in Computational Biology, Bioinformatics, and Systems Biology discusses the latest developments in all aspects of computational biology, bioinformatics, and systems biology and the application of data-analytics and algorithms, mathematical modeling, and simu- lation techniques"-- Provided by publisher. Front Cover; Emerging Trends in Applications and Infrastructures for Computational Biology, Bioinformatics, and Systems Biology: System ... ; Copyright ; Contents; List of Contributors; Preface; Introduction; Acknowledgments; Section I: Computational Biology -- Methodologies and Algorithms; Chapter 1: Using Methylation Patterns for Reconstructing Cell Division Dynamics: Assessing Validation Experiments; 1.1. Introduction; 1.1.1. Using Methylation Patterns; 1.1.2. Bisulfite Treatment; 1.2. Errors, Biases, and Uncertainty in Bisulfite Sequencing; 1.3. Model for Degradation and Sampling. 1.3.1. Modeling1.3.2. Simulation Study: Effects of Degradation; 1.4. Statistical Inference Method; 1.5. Simulation Study: Bayesian Inference; 1.6. Discussion; 1.6.1. Different Experiments; 1.6.2. Opportunities; 1.6.3. Conclusions; References; Chapter 2: A Directional Cellular Dynamic Under the Control of a Diffusing Energy for Tissue Morphogenesis: Phenotype and ...; 2.1. Introduction; 2.2. Mathematical Morphological Dynamics; 2.2.1. Gene and Status Expression; 2.3. Attainable Sets of Phenotypes; 2.3.1. Implementation. 2.4. Prediction Tool Based on a Coevolution of a Dynamic Tissue with an Energy Diffusion2.4.1. Prediction of Tissue Growth; 2.4.2. Energy Diffusion Model; 2.4.2.1. Mitosis; 2.4.2.2. Quiescence; 2.4.2.3. Apoptosis; 2.4.3. Results; 2.5. Discussion; References; Chapter 3: A Feature Learning Framework for Histology Images Classification; 3.1. Introduction; 3.2. Methods; 3.2.1. Color and Color Spaces; 3.2.2. Features Extraction and Classification; 3.3. Proposed System; 3.4. Image Data Sets; 3.5. Experimental Results; 3.6. Conclusion; References. Chapter 4: Spontaneous Activity Characterization in Spiking Neural Systems with Log-Normal Synaptic Weight Distribution4.1. Introduction; 4.2. Models of Spontaneous Activity; 4.3. Model and Methods; 4.3.1. LIF Neural System Applied Synaptic Input; 4.3.2. Izhikevich Neural System Used for Synaptic Input; 4.3.3. Evaluation Indices; 4.4. Results and Evaluations; 4.4.1. Effect of Input Spike From Weak Synapse in LIF Neural System; 4.4.2. Spike Transmission in LIF Neural System; 4.4.3. Spike Transmission in Izhikevich Neural System; 4.5. Conclusions; References. Chapter 5:Comparison Between OpenMP and Mpich Optimized Parallel Implementations of a Cellular Automaton that Simulates th ...5.1. Introduction; 5.1.1. The Cellular Automaton Game of Life; 5.2. MPICH Optimized Approach of the Cellular Automaton; 5.2.1. MPI Standard; 5.2.2. Description of the MPICH Approach of the Cellular Automaton; 5.2.3. MPICH Implementation of the Cellular Automaton; Code 1. Program code of the MPICH version of Game of Life; 5.3. OpenMP Optimized Approach of the Cellular Automaton; 5.3.1. Open Multiprocessing. Computational biology. Bioinformatics. Systems biology. Computer science. Big data. NATURE / Reference bisacsh SCIENCE / Life Sciences / Biology bisacsh SCIENCE / Life Sciences / General bisacsh COMPUTERS / Bioinformatics bisacsh Big data. fast (OCoLC)fst01892965 Bioinformatics. fast (OCoLC)fst00832181 Computational biology. fast (OCoLC)fst00871990 Computer science. fast (OCoLC)fst00872451 Systems biology. fast (OCoLC)fst01745552 Electronic books. Electronic books. local Tran, Quoc-Nam, editor. Arabnia, Hamid, editor. Emerging trends in computer science & applied computing. ScienceDirect http://www.sciencedirect.com/science/book/9780128042038 247309 247309