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Machine Learning for Microbiome Statistics

by Yinglin Xia, Jun Sun ...

Series series Chapman & Hall/CRC Biostatistics Series
Machine learning fundamentally learns from the past experiences (seen data) to make predictions about future (unseen data). Predictions in nature are often uncertain. Microbiome data have unique characteristics, including high-dimensionality, over-dispersion, sparsity and zero-inflation, and heterogeneity. Thus, machine learning involving microbiome data for predicting the outcome of phenotypes is ... Read more

$73.99 USD

Machine learning fundamentally learns from the past experiences (seen data) to make predictions about future (unseen data). Predictions in nature are often uncertain. Microbiome data have unique characteristics, including high-dimensionality, over-dispersion, sparsity and zero-inflation, and heterogeneity. Thus, machine learning involving microbiome data for predicting the outcome of phenotypes is
... Read more
Automated Technology for Verification and Analysis

21st International Symposium, ATVA 2023, Singapore, October 24–27, 2023, Proceedings, Part I

Edited by Étienne André, Jun Sun ...

Series Book 1 - Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 21st International Symposium on Automated Technology for Verification and Analysis, ATVA 2023, held in Singapore, in October 2023. The symposium intends to promote research in theoretical and practical aspects of automated analysis, verification and synthesis by providing a forum for interaction between regional and international research ... Read more

$80.99 USD

This book constitutes the refereed proceedings of the 21st International Symposium on Automated Technology for Verification and Analysis, ATVA 2023, held in Singapore, in October 2023. The symposium intends to promote research in theoretical and practical aspects of automated analysis, verification and synthesis by providing a forum for interaction between regional and international research
... Read more
Applied Microbiome Statistics

Correlation, Association, Interaction and Composition

by Yinglin Xia, Jun Sun ...

Series series Chapman & Hall/CRC Biostatistics Series
This unique book officially defines microbiome statistics as a specific new field of statistics and addresses the statistical analysis of correlation, association, interaction, and composition in microbiome research. It also defines the study of the microbiome as a hypothesis-driven experimental science and describes two microbiome research themes and six unique characteristics of microbiome data, ... Read more

$73.99 USD

This unique book officially defines microbiome statistics as a specific new field of statistics and addresses the statistical analysis of correlation, association, interaction, and composition in microbiome research. It also defines the study of the microbiome as a hypothesis-driven experimental science and describes two microbiome research themes and six unique characteristics of microbiome data,
... Read more
Statistical Analysis of Microbiome Data with R

by Yinglin Xia, Jun Sun, Ding-Geng Chen ...

Series series Mathematics and Statistics (R0)
This unique book addresses the statistical modelling and analysis of microbiome data using cutting-edge R software. It includes real-world data from the authors’ research and from the public domain, and discusses the implementation of R for data analysis step by step. The data and R computer programs are publicly available, allowing readers to replicate the model development and data analysis ... Read more

$179.09 USD

This unique book addresses the statistical modelling and analysis of microbiome data using cutting-edge R software. It includes real-world data from the authors’ research and from the public domain, and discusses the implementation of R for data analysis step by step. The data and R computer programs are publicly available, allowing readers to replicate the model development and data analysis
... Read more
Inflammation, Infection, and Microbiome in Cancers

Evidence, Mechanisms, and Implications

Edited by Jun Sun ...

Series series Physiology in Health and Disease
This book offers a summary and discussion of the advances of inflammation and infection in various cancers. The authors cover the classically known virus infections in cancer, novel roles of other pathogens (e.g. bacteria and fungi), as well as biomarkers for diagnosis and therapy. Further, the chapters highlight the progress of immune therapy, stem cells and the role of the microbiome in the ... Read more

$143.99 USD

This book offers a summary and discussion of the advances of inflammation and infection in various cancers. The authors cover the classically known virus infections in cancer, novel roles of other pathogens (e.g. bacteria and fungi), as well as biomarkers for diagnosis and therapy. Further, the chapters highlight the progress of immune therapy, stem cells and the role of the microbiome in the
... Read more
Bioinformatic and Statistical Analysis of Microbiome Data

From Raw Sequences to Advanced Modeling with QIIME 2 and R

by Yinglin Xia, Jun Sun ...

Series series Computer Science (R0)
This unique book addresses the bioinformatic and statistical modelling and also the analysis of microbiome data using cutting-edge QIIME 2 and R software. It covers core analysis topics in both bioinformatics and statistics, which provides a complete workflow for microbiome data analysis: from raw sequencing reads to community analysis and statistical hypothesis testing. It includes real-world ... Read more

$197.99 USD

This unique book addresses the bioinformatic and statistical modelling and also the analysis of microbiome data using cutting-edge QIIME 2 and R software. It covers core analysis topics in both bioinformatics and statistics, which provides a complete workflow for microbiome data analysis: from raw sequencing reads to community analysis and statistical hypothesis testing. It includes real-world
... Read more
Microbiome and the Eye

What's the Connection?

Edited by Anat Galor, Jun Sun ...

Microbiome and the Eye: What's the connection? highlights how alterations in the gut and eye microbiomes can lead to systemic immune alterations with subsequent effects on the eye. The book is divided into two sections, one highlighting how alterations in the gut microbiome impact various components of health outside the gut, with a focus on the immune system and inflammatory mediators, and the ... Read more

$134.99 USD

Microbiome and the Eye: What's the connection? highlights how alterations in the gut and eye microbiomes can lead to systemic immune alterations with subsequent effects on the eye. The book is divided into two sections, one highlighting how alterations in the gut microbiome impact various components of health outside the gut, with a focus on the immune system and inflammatory mediators, and the
... Read more
Electromagnetic Compatibility

Principles and Applications

by Yang Zhao, Wei Yan, Jun Sun, Mengxia Zhou, Zhaojuan Meng ...

Series series Physics and Astronomy (R0)
This book highlights principles and applications of electromagnetic compatibility (EMC). After introducing the basic concepts, research progress, standardizations and limitations of EMC, the book puts emphasis on presenting the generation mechanisms and suppression principles of conducted electromagnetic interference (EMI) noise, radiated EMI noise, and electromagnetic susceptibility (EMS) ... Read more

$58.49 USD

This book highlights principles and applications of electromagnetic compatibility (EMC). After introducing the basic concepts, research progress, standardizations and limitations of EMC, the book puts emphasis on presenting the generation mechanisms and suppression principles of conducted electromagnetic interference (EMI) noise, radiated EMI noise, and electromagnetic susceptibility (EMS)
... Read more
Mechanisms Underlying Host-Microbiome Interactions in Pathophysiology of Human Diseases

Edited by Jun Sun, Pradeep K. Dudeja ...

Series series Physiology in Health and Disease
Only recently have we begun to appreciate the role of microbiome in health and disease. Environmental factors and change of life style including diet significantly shape human microbiome that in turn appears to modify gut barrier function affecting nutrient & electrolyte absorption and inflammation. Approaches that can reverse the gut dysbiosis represent as reasonable and novel strategies for ... Read more

$143.99 USD

Only recently have we begun to appreciate the role of microbiome in health and disease. Environmental factors and change of life style including diet significantly shape human microbiome that in turn appears to modify gut barrier function affecting nutrient & electrolyte absorption and inflammation. Approaches that can reverse the gut dysbiosis represent as reasonable and novel strategies for
... Read more
Particle Swarm Optimisation

Classical and Quantum Perspectives

by Jun Sun, Choi-Hong Lai, Xiao-Jun Wu ...

Series series Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series
Although the particle swarm optimisation (PSO) algorithm requires relatively few parameters and is computationally simple and easy to implement, it is not a globally convergent algorithm. In Particle Swarm Optimisation: Classical and Quantum Perspectives, the authors introduce their concept of quantum-behaved particles inspired by quantum mechanics, which leads to the quantum-behaved particle ... Read more

$89.99 USD

Although the particle swarm optimisation (PSO) algorithm requires relatively few parameters and is computationally simple and easy to implement, it is not a globally convergent algorithm. In Particle Swarm Optimisation: Classical and Quantum Perspectives, the authors introduce their concept of quantum-behaved particles inspired by quantum mechanics, which leads to the quantum-behaved particle
... Read more
Automated Technology for Verification and Analysis

21st International Symposium, ATVA 2023, Singapore, October 24–27, 2023, Proceedings, Part II

Edited by Étienne André, Jun Sun ...

Series Book 2 - Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 21st International Symposium on Automated Technology for Verification and Analysis, ATVA 2023, held in Singapore, in October 2023. The symposium intends to promote research in theoretical and practical aspects of automated analysis, verification and synthesis by providing a forum for interaction between regional and international research ... Read more

$76.49 USD

This book constitutes the refereed proceedings of the 21st International Symposium on Automated Technology for Verification and Analysis, ATVA 2023, held in Singapore, in October 2023. The symposium intends to promote research in theoretical and practical aspects of automated analysis, verification and synthesis by providing a forum for interaction between regional and international research
... Read more
Dependable Software Engineering. Theories, Tools, and Applications

9th International Symposium, SETTA 2023, Nanjing, China, November 27–29, 2023, Proceedings

Edited by Holger Hermanns, Jun Sun, Lei Bu ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the proceedings of the 9th International Symposium on Dependable Software Engineering, SETTA 2023, held in Nanjing, China, during November 27-29, 2023.The 24 full papers presented in this volume were carefully reviewed and selected from 78 submissions. They deal with latest research results and ideas on bridging the gap between formal methods and software engineering. ... Read more

$80.99 USD

This book constitutes the proceedings of the 9th International Symposium on Dependable Software Engineering, SETTA 2023, held in Nanjing, China, during November 27-29, 2023.The 24 full papers presented in this volume were carefully reviewed and selected from 78 submissions. They deal with latest research results and ideas on bridging the gap between formal methods and software engineering.
... Read more

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Springer Nature Proceedings Computer Science

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Springer Nature Proceedings Computer Science

Springer Nature Proceedings Computer Science

Machine Learning for Microbiome Statistics

Automated Technology for Verification and Analysis

Applied Microbiome Statistics

Statistical Analysis of Microbiome Data with R

Inflammation, Infection, and Microbiome in Cancers

Bioinformatic and Statistical Analysis of Microbiome Data

Microbiome and the Eye

Electromagnetic Compatibility

Mechanisms Underlying Host-Microbiome Interactions in Pathophysiology of Human Diseases

Particle Swarm Optimisation

Automated Technology for Verification and Analysis

Dependable Software Engineering. Theories, Tools, and Applications

eReaders

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Accessories

Shopping Cart

You're getting the VIP treatment!

Your Shopping Cart is empty

Available:

1 audiobook monthly

+ FREE 30-day trial

Available:

1 audiobook monthly

+ FREE 30-day trial

Recommended For You

Top Series in United States

Springer Nature Proceedings Computer Science

Computer Science (R0)

Mathematics and Statistics (R0)

Progress in Molecular Biology and Translational Science

Springer Nature Proceedings Computer Science

Physics and Astronomy (R0)

Springer Nature Proceedings Computer Science

Springer Nature Proceedings Computer Science

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