Cutting edge applications computational (16 Ergebnisse)
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Zustand: Gut. Zustand: Gut | Seiten: 360 | Sprache: Englisch | Produktart: Bücher | Discover modern, next-generation sequencing libraries from Python ecosystem to analyze large amounts of biological data Key Features:Perform complex bioinformatics analysis using the most important Python libraries and applications Implement next…-generation sequencing, metagenomics, automating analysis, population genetics, and more Explore various statistical and machine learning techniques for bioinformatics data analysis Book Description: Bioinformatics is an active research field that uses a range of simple-to-advanced computations to extract valuable information from biological data. This book covers next-generation sequencing, genomics, metagenomics, population genetics, phylogenetics, and proteomics. You'll learn modern programming techniques to analyze large amounts of biological data. With the help of real-world examples, you'll convert, analyze, and visualize datasets using various Python tools and libraries. This book will help you get a better understanding of working with a Galaxy server, which is the most widely used bioinformatics web-based pipeline system. This updated edition also includes advanced next-generation sequencing filtering techniques. You'll also explore topics such as SNP discovery using statistical approaches under high-performance computing frameworks such as Dask and Spark. By the end of this book, you'll be able to use and implement modern programming techniques and frameworks to deal with the ever-increasing deluge of bioinformatics data. What you will learn:Learn how to process large next-generation sequencing (NGS) datasets Work with genomic dataset using the FASTQ, BAM, and VCF formats Learn to perform sequence comparison and phylogenetic reconstruction Perform complex analysis with protemics data Use Python to interact with Galaxy servers Use High-performance computing techniques with Dask and Spark Visualize protein dataset interactions using Cytoscape Use PCA and Decision Trees, two machine learning techniques, with biological datasets Who this book is for: ¿This book is for Data data Scientistsscientists, Bioinformatics bioinformatics analysts, researchers, and Python developers who want to address intermediate-to-advanced biological and bioinformatics problems using a recipe-based approach. Working knowledge of the Python programming language is expected.
Sprache: Englisch
Verlag: Springer, 2020
Serie: Springer Series in Materials Science, Buch 207 von 233. Buch 207 von 233 - Springer Series in Materials Science
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Serie: Springer Series in Materials Science, Buch 207 von 233. Buch 207 von 233 - Springer Series in Materials Science
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Taschenbuch. Zustand: Neu. Theory and Simulation in Physics for Materials Applications | Cutting-Edge Techniques in Theoretical and Computational Materials Science | Elena V. Levchenko (u. a.) | Taschenbuch | Springer Series in Materials Science | xvii | Englisch | 2021 | Springer | EAN 9783030377922 | Verantwortliche Person für… die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
Sprache: Englisch
Verlag: Birkhäuser, 2020
Serie: Springer Series in Materials Science, Buch 207 von 233. Buch 207 von 233 - Springer Series in Materials Science
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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book provides a unique and comprehensive overview of the latest advances, challenges and accomplishments in the rapidly growing field of theoretical and computational materials science. Today, an increasing number of industrial communities rely more an…d more on advanced atomic-scale methods to obtain reliable predictions of materials properties, complement qualitative experimental analyses and circumvent experimental difficulties. The book examines some of the latest and most advanced simulation techniques currently available, as well as up-to-date theoretical approaches adopted by a selected panel of twelve international research teams. It covers a wide range of novel and advanced materials, exploring their structural, elastic, optical, mass and electronic transport properties. The cutting-edge techniques presented appeal to physicists, applied mathematicians and engineers interested in advanced simulation methods in materials science. The book can also be used as additional literature for undergraduate and postgraduate students with majors in physics, chemistry, applied mathematics and engineering.
Sprache: Englisch
Verlag: Springer, 2021
Serie: Springer Series in Materials Science, Buch 207 von 233. Buch 207 von 233 - Springer Series in Materials Science
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book provides a unique and comprehensive overview of the latest advances, challenges and accomplishments in the rapidly growing field of theoretical and computational materials science. Today, an increasing number of industrial communities rely…more and more on advanced atomic-scale methods to obtain reliable predictions of materials properties, complement qualitative experimental analyses and circumvent experimental difficulties. The book examines some of the latest and most advanced simulation techniques currently available, as well as up-to-date theoretical approaches adopted by a selected panel of twelve international research teams. It covers a wide range of novel and advanced materials, exploring their structural, elastic, optical, mass and electronic transport properties. The cutting-edge techniques presented appeal to physicists, applied mathematicians and engineers interested in advanced simulation methods in materials science. The book can also be used as additional literature for undergraduate and postgraduate students with majors in physics, chemistry, applied mathematics and engineering.
Theory and Simulation in Physics for Materials Applications: Cutting-edge Techniques in Theoretical and Computational Materials Science
Levchenko, Elena V. (Editor)/ Dappe, Yannick J. (Editor)/ Ori, Guido (Editor)
Sprache: Englisch
Verlag: Springer Nature, 2021
Serie: Springer Series in Materials Science, Buch 207 von 233. Buch 207 von 233 - Springer Series in Materials Science
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Paperback. Zustand: Brand New. 304 pages. 9.25x6.10x0.72 inches. In Stock.
Theory and Simulation in Physics for Materials Applications: Cutting-Edge Techniques in Theoretical and Computational Materials Science
Levchenko, Elena V. (Edited by)/ Dappe, Yannick J. (Edited by)/ Ori, Guido (Edited by)
Sprache: Englisch
Verlag: Springer, 2020
Serie: Springer Series in Materials Science, Buch 207 von 233. Buch 207 von 233 - Springer Series in Materials Science
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Taschenbuch. Zustand: Neu. Cutting Edge Applications of Computational Intelligence Tools and Techniques | Kevin Daimi (u. a.) | Taschenbuch | xv | Englisch | 2024 | Springer | EAN 9783031441295 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com… | Anbieter: preigu.
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Zustand: Hervorragend. Zustand: Hervorragend | Seiten: 372 | Sprache: Englisch | Produktart: Bücher | The book delivers an excellent professional development resource for educators and practitioners on the cutting-edge computational intelligence techniques and applications. It covers many areas and topics of computational intell…igence techniques and applications proposed by computational intelligence experts and researchers and furthers the enhancement of the community outreach and engagement component of computational intelligence techniques and applications. Furthermore, it presents a rich collection of manuscripts in highly regarded computational intelligence techniques and applications topics that have been creatively compiled. Computers are capable of learning from data and observations and providing solutions to real-life complex problems, following the same reasoning approach of human experts in various fields. This book endows a rich collection of applications in widespread areas. Among the areas addressed in this book are Computational Intelligence Principles andTechniques; CI in Manufacturing, Engineering, and Industry; CI in Recognition and Processing; CI in Robotics and Automation; CI in Communications and Networking; CI in Traditional Vehicles, Electric Vehicles, and Autonomous Vehicles; CI in Smart Cities and Smart Energy Systems; and CI in Finance, Business, Economics, and Education. These areas span many topics including repetitive manufacturing, discrete manufacturing, process manufacturing, electronic systems, speech recognition, pattern recognition, signal processing, image processing, industrial monitoring, vision systems for automation and robotics, cooperative and network robotics, perception, planning, control, urban traffic networks control, vehicle-to-roadside communications, smart buildings, smart urbanism, smart infrastructure, smart connected communities, smart energy, security, arts, and music.
Sprache: Englisch
Verlag: Springer Nature Switzerland, Springer Nature Switzerland, 2024
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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - The book delivers an excellent professional development resource for educators and practitioners on the cutting-edge computational intelligence techniques and applications. It covers many areas and topics of computational intelligence techniques and applica…tions proposed by computational intelligence experts and researchers and furthers the enhancement of the community outreach and engagement component of computational intelligence techniques and applications. Furthermore, it presents a rich collection of manuscripts in highly regarded computational intelligence techniques and applications topics that have been creatively compiled. Computers are capable of learning from data and observations and providing solutions to real-life complex problems, following the same reasoning approach of human experts in various fields. This book endows a rich collection of applications in widespread areas. Among the areas addressed in this book are Computational Intelligence Principles andTechniques; CI in Manufacturing, Engineering, and Industry; CI in Recognition and Processing; CI in Robotics and Automation; CI in Communications and Networking; CI in Traditional Vehicles, Electric Vehicles, and Autonomous Vehicles; CI in Smart Cities and Smart Energy Systems; and CI in Finance, Business, Economics, and Education. These areas span many topics including repetitive manufacturing, discrete manufacturing, process manufacturing, electronic systems, speech recognition, pattern recognition, signal processing, image processing, industrial monitoring, vision systems for automation and robotics, cooperative and network robotics, perception, planning, control, urban traffic networks control, vehicle-to-roadside communications, smart buildings, smart urbanism, smart infrastructure, smart connected communities, smart energy, security, arts, and music.
Cutting Edge Applications of Computational Intelligence Tools and Techniques
Daimi, Kevin (Editor)/ Alsadoon, Abeer (Editor)/ Coelho, Luis (Editor)
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Softcover. Zustand: gut. 2024. Cutting Edge Applications of Computational Intelligence Tools and Techniques In deutscher Sprache. pages.
