The Microbiome in Health and Disease, Volume 171 in the Progress in Molecular Biology and Translational Science series, provides the most topical, informative and exciting monographs available on a wide variety of research topics. The series includes in-depth knowledge on the molecular biological aspects of organismal physiology, with this release including chapters on Microbiome in health and disease, CNS development and microbiome in infants, A gut feeling in ALS, Microbiome (Virome) and...

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 presented in each chapter, so that these new methods can be readily applied in their own research....

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 even more uncertain than learning those data from other fields. Machine Learning for Micr...

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, as well as investigating challenges for statistical analysis of microbiome data using the sta...

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 swarm optimisation (QPSO) algorithm. This globally convergent algorithm has fewer...

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 data from the authors’ research and from the public domain, and discusses the implementation of Q...

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) problems such as electrostatic discharge (ESD), electric fast transient (EFT) and surge. By showing E...

Mit der Reihe Chinesische Perspektiven sollen grundlegende Werke chinesischen Denkens einem größeren deutschen Publikum zugänglich gemacht werden. Mit dem vorliegenden Band, der anlässlich des 40. Jahrestages der Aufnahme der diplomatischen Beziehungen zwischen China und Deutschland verfasst wurde, halten uns die Herausgeber einen faszinierenden Spiegel vor. Der chinesische, auf jeden Fall gut gemeinte Blick auf Deutschland ist auch und gerade für uns reich an Informationen und gibt Anlass...

This book illustrates how Seoul's transition into a digitally networked city has reshaped governance structures, economic systems, and cultural life.Central to this transformation is the proactive role of the Seoul Metropolitan Government, which has guided the city through multiple stages of smart urbanization with strategic planning and policy innovation.Organized into three parts, the contributors first examine the government's leadership in building a smar...

This book adopts the methods of field investigation and case study, systematically summarizes the development course of Nanjiang County in Sichuan Province since China’s reform and opening-up, and comprehensively sorts out its main experiences of promoting green development and rural governance. These experiences not only have great enlightening and demonstration significance to the 80 counties that belong to the Qinba mountain area, but also have important reference value to promote rural...

The industrialisation and modernisation in South Korea that followed the Second World War resulted in rapid progress in economic development, public administration, social service provision and the establishment of modern public policy.Bringing together outstanding researchers, this book is the first to examine the theory and practice of policy analysis in South Korea. The volume explores the historical development of policy analysis, and procedures for decision making at different...

This compendium introduces an artificial intelligence-supported solution to realize adaptive micro learning over open education resource (OER). The advantages of cloud computing and big data are leveraged to promote the categorization and customization of OERs micro learning context. For a micro-learning service, OERs are tailored into fragmented pieces to be consumed within shorter time frames.Firstly, the current status of mobile-learning, micro-learning, and OERs are described. Then, th...