Problem Solving Handbook in Computational Biology and Bioinformatics
Editat de Lenwood S. Heath, Naren Ramakrishnanen Limba Engleză Paperback – 14 aug 2014
Problem Solving Handbook for Computational Biology and Bioinformatics is an edited volume contributed by world renowned leaders in this field. This comprehensive handbook with problem solving emphasis, covers all relevant areas of computational biology and bioinformatics. Web resources and related themes are highlighted at every opportunity in this central easy-to-read reference.
Designed for advanced-level students, researchers and professors in computer science and bioengineering as a reference or secondary text, this handbook is also suitable for professionals working in this industry.
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Specificații
ISBN-13: 9781489973481
ISBN-10: 1489973486
Pagini: 368
Ilustrații: XVII, 347 p.
Dimensiuni: 155 x 235 x 19 mm
Greutate: 0.51 kg
Ediția:2011
Editura: Springer Us
Colecția Springer
Locul publicării:New York, NY, United States
ISBN-10: 1489973486
Pagini: 368
Ilustrații: XVII, 347 p.
Dimensiuni: 155 x 235 x 19 mm
Greutate: 0.51 kg
Ediția:2011
Editura: Springer Us
Colecția Springer
Locul publicării:New York, NY, United States
Public țintă
ResearchCuprins
Preface.- Pairwise Sequence Alignment.- Sequence and Sequence Alignment Statistics.- Practical Multiple Sequence Alignment.- Phylogenetic Trees from Sequences.- Phylogenetic Networks.- Modern BLAST Programs.- Stochastic Calculus and Stochastic Simulation.- Genomic Sequence Comparison.- Genome Rearrangements.- Population Genetics Data Analysis.- Genome Wide Association Studies.- Practical Implications of Coalescent Theory.- Networks in Computational Systems Biology.- Practical Use of the Gene Ontology.- Techniques for Protein Structure.- Microarray Experiment Statistics.- Reasoning with Protein Contact Maps .- Identifying Modules in Protein-Protein Interaction Networks.- Motifs for Transcriptional Regulation .- Time Course Analysis.- Computational Simulation of Biochemical Networks.- Biomedical Data Integration.- Functional Annotation and Discovery.- Matrix and Tensor Decompositions.- Text Processing and Mining.- Formal Logics.- Index.
Recenzii
From the reviews:
“The editors of this handbook … have ‘collect(ed) together, in one place, the algorithms and methods that form the modern bioinformatician’s toolkit.’ … Each chapter contains an introduction to the respective topic, detailed descriptions of the relevant algorithmic methods, software implementations, and applications, and concludes with advanced topics. … this handbook provides some value for researchers and practitioners in the field. … In summary, for most of the topics covered, this book complements the standard textbooks in a useful way.” (Gunnar Klau, ACM Computing Reviews, June, 2011)
“The editors of this handbook … have ‘collect(ed) together, in one place, the algorithms and methods that form the modern bioinformatician’s toolkit.’ … Each chapter contains an introduction to the respective topic, detailed descriptions of the relevant algorithmic methods, software implementations, and applications, and concludes with advanced topics. … this handbook provides some value for researchers and practitioners in the field. … In summary, for most of the topics covered, this book complements the standard textbooks in a useful way.” (Gunnar Klau, ACM Computing Reviews, June, 2011)
Caracteristici
Brings together, in one place,
the algorithms and methods that form the modern bioinformatician’s toolkit
the algorithms and methods that form the modern bioinformatician’s toolkit