| Description |
1 online resource (xi, 388 pages) : illustrations (some color) |
| Series |
Lecture Notes in Bioinformatics |
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Lecture notes in computer science ; 11773 |
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LNCS sublibrary. SL 8, Bioinformatics |
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Lecture notes in computer science. Lecture notes in bioinformatics.
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Lecture notes in computer science ; 11773.
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LNCS sublibrary. SL 8, Bioinformatics.
|
| Contents |
Regular Papers.- Sequential Reprogramming of Boolean Networks Made Practical.- Sequential Reprogramming of Biological Network Fate.- Control Variates for Stochastic Simulation of Chemical Reaction Networks.- Effective computational methods for hybrid stochastic gene networks.- On Chemical Reaction Network Design by a Nested Evolution Algorithm.- Designing Distributed Cell Classifier Circuits using a Genetic Algorithm.- Investigating a Hodgkin-Huxley type model for Drosophila larval neuromuscular junctions via particle swarm fitting.- Cell volume distributions in exponentially growing populations.- Transient Memory in Gene Regulation.- A Logic-Based Learning Approach to Explore Diabetes Patient Behaviors.- Reachability design through Approximate Bayesian Computation.- Fast enumeration of non-isomorphic chemical reaction networks.- A large-scale assessment of exact model reduction in the BioModels repository.- Computing Difference Abstractions of Metabolic Networks Under Kinetic Constraints.- Tool Papers.- BRE:IN -- A Backend for Reasoning about Interaction Networks with Temporal Logic.- The Kappa simulator made interactive.- Biochemical reaction networks with fuzzy kinetic parameters in Snoopy.- Compartmental Modeling Software: a fast, discrete stochastic framework for biochemical and epidemiological simulation.- Spike -- reproducible simulation experiments with configuration file branching.- KAMIStudio: an environment for biocuration of cellular signalling knowledge.- A new version of DAISY to test structural identifiability of biological models.- Extended Abstracts (Posters and Highlight Talks).- Semi-Quantitative Abstraction and Analysis of Chemical Reaction Networks.- Bayesian parameter estimation for stochastic reaction networks from steady-state observations.- Wasserstein Distances for Estimating Parameters in Stochastic Reaction Networks.- On Inferring Reactions from Data Time Series by a Statistical Learning Greedy Heuristics.- Barbaric Robustness Monitoring Revisited for STL* in Parasim.- Symmetry breaking for GATA-1/PU. 1 model.- Scalable Control of Asynchronous Boolean Networks.- Transcriptional response of SK-N-AS cells to methamidophos (Extended Abstract).- Separators for polynomial dynamic systems with linear complexity.- Bounding First Passage Times in Chemical Reaction Networks.- Data-informed parameter synthesis for population Markov chains |
| Summary |
This book constitutes the refereed proceedings of the 17th International Conference on Computational Methods in Systems Biology, CMSB 2019, held in Trieste, Italy, in September 2019. The 14 full papers, 7 tool papers and 11 posters were carefully reviewed and selected from 53 submissions. Topics of interest include formalisms for modeling biological processes; models and their biological applications; frameworks for model verification, validation, analysis, and simulation of biological systems; high-performance computational systems biology and parallel implementations; model inference from experimental data; model integration from biological databases; multi-scale modeling and analysis methods; computational approaches for synthetic biology; and case studies in systems and synthetic biology |
| Notes |
International conference proceedings |
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Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed September 26, 2019) |
| Subject |
Computational biology -- Congresses
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Systems biology -- Congresses
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Computational biology
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Systems biology
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| Genre/Form |
Electronic books
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proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Bortolussi, Luca, editor.
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Sanguinetti, Guido, 1974- editor.
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| ISBN |
9783030313043 |
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3030313042 |
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