LEADER 04829nam  22006375  450 
001 9910149488103321
005 20200705025807.0
024 7 $a10.1007/978-3-319-45723-9
035   $a(CKB)3710000000928172
035   $a(DE-He213)978-3-319-45723-9
035   $a(MiAaPQ)EBC4733242
035   $a(PPN)197140998
035   $a(EXLCZ)993710000000928172
100   $a20161104d2016      u|         0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aDynamics of Mathematical Models in Biology  $eBringing Mathematics to Life /$fedited by Alessandra Rogato, Valeria Zazzu, Mario Guarracino
205   $a1st ed. 2016.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2016.
215   $a1 online resource (XIII, 148 p. 34 illus., 29 illus. in color.) 
311   $a3-319-45722-5 
311   $a3-319-45723-3 
320   $aIncludes bibliographical references at the end of each chapters.
327   $aIntroduction: Mathematical Modeling -- Genome dynamics -- Dynamics of biological networks -- Pattern recognition dynamics -- Dynamics of polymorphisms.
330   $aThis volume focuses on contributions from both the mathematics and life science community surrounding the concepts of time and dynamicity of nature, two significant elements which are often overlooked in modeling process to avoid exponential computations. The book is divided into three distinct parts: dynamics of genomes and genetic variation, dynamics of motifs, and dynamics of biological networks. Chapters included in dynamics of genomes and genetic variation analyze the molecular mechanisms and evolutionary processes that shape the structure and function of genomes and those that govern genome dynamics. The dynamics of motifs portion of the volume provides an overview of current methods for motif searching in DNA, RNA and proteins, a key process to discover emergent properties of cells, tissues, and organisms. The part devoted to the dynamics of biological networks covers networks aptly discusses networks in complex biological functions and activities that interpret processes in cells. Moreover, chapters in this section examine several mathematical models and algorithms available for integration, analysis, and characterization. Once life scientists began to produce experimental data at an unprecedented pace, it become clear that mathematical models were necessary to interpret data, to structure information with the aim to unveil biological mechanisms, discover results, and make predictions. The second annual ?Bringing Maths to Life? workshop held in Naples, Italy October 2015, enabled a bi-directional flow of ideas from and international group of mathematicians and biologists. The venue allowed mathematicians to introduce novel algorithms, methods, and software that may be useful to model aspects of life science, and life scientists posed new challenges for mathematicians.
606   $aNeural networks (Computer science) 
606   $aBioinformatics
606   $aBiomathematics
606   $aCalculus of variations
606   $aComputer mathematics
606   $aMathematical Models of Cognitive Processes and Neural Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/M13100
606   $aComputational Biology/Bioinformatics$3https://scigraph.springernature.com/ontologies/product-market-codes/I23050
606   $aMathematical and Computational Biology$3https://scigraph.springernature.com/ontologies/product-market-codes/M31000
606   $aCalculus of Variations and Optimal Control; Optimization$3https://scigraph.springernature.com/ontologies/product-market-codes/M26016
606   $aComputational Mathematics and Numerical Analysis$3https://scigraph.springernature.com/ontologies/product-market-codes/M1400X
615  0$aNeural networks (Computer science) .
615  0$aBioinformatics.
615  0$aBiomathematics.
615  0$aCalculus of variations.
615  0$aComputer mathematics.
615 14$aMathematical Models of Cognitive Processes and Neural Networks.
615 24$aComputational Biology/Bioinformatics.
615 24$aMathematical and Computational Biology.
615 24$aCalculus of Variations and Optimal Control; Optimization.
615 24$aComputational Mathematics and Numerical Analysis.
676   $a519
702   $aRogato$b Alessandra$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aZazzu$b Valeria$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aGuarracino$b Mario$4edt$4http://id.loc.gov/vocabulary/relators/edt
906   $aBOOK
912   $a9910149488103321
996   $aDynamics of mathematical models in biology$91523284
997   $aUNINA