Microbiome and Machine Learning, Volume II PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Microbiome and Machine Learning, Volume II PDF full book. Access full book title Microbiome and Machine Learning, Volume II by Erik Bongcam-Rudloff. Download full books in PDF and EPUB format.
Author: Erik Bongcam-Rudloff
Publisher: Frontiers Media SA
ISBN: 2832556035
Category : Science
Languages : en
Pages : 209
Get Book Here
Book Description
Due to the success of Microbiome and Machine Learning, which collected research results and perspectives of researchers working in the field of machine learning (ML) applied to the analysis of microbiome data, we are launching the second volume to collate any new findings in the field to further our understanding and encourage the participation of experts worldwide in the discussion. The success of ML algorithms in the field is substantially due to their capacity to process high-dimensional data and deal with uncertainty and noise. However, to maximize the combinatory potential of these emerging fields (microbiome and ML), researchers have to deal with some aspects that are complex and inherently related to microbiome data. Microbiome data are convoluted, noisy and highly variable, and non-standard analytical methodologies are required to unlock their clinical and scientific potential. Therefore, although a wide range of statistical modelling and ML methods are available, their application is only sometimes optimal when dealing with microbiome data.
Author: Erik Bongcam-Rudloff
Publisher: Frontiers Media SA
ISBN: 2832556035
Category : Science
Languages : en
Pages : 209
Get Book Here
Book Description
Due to the success of Microbiome and Machine Learning, which collected research results and perspectives of researchers working in the field of machine learning (ML) applied to the analysis of microbiome data, we are launching the second volume to collate any new findings in the field to further our understanding and encourage the participation of experts worldwide in the discussion. The success of ML algorithms in the field is substantially due to their capacity to process high-dimensional data and deal with uncertainty and noise. However, to maximize the combinatory potential of these emerging fields (microbiome and ML), researchers have to deal with some aspects that are complex and inherently related to microbiome data. Microbiome data are convoluted, noisy and highly variable, and non-standard analytical methodologies are required to unlock their clinical and scientific potential. Therefore, although a wide range of statistical modelling and ML methods are available, their application is only sometimes optimal when dealing with microbiome data.
Author: Aurelio Ciancio
Publisher: Frontiers Media SA
ISBN: 2889632008
Category :
Languages : en
Pages : 470
Get Book Here
Book Description
The use of biocontrol agents and beneficial organisms for management of plant and pest diseases appears as an environment-friendly and economic procedure. However, this option is not always available, depending on the lack of knowledge on the mechanisms of natural regulation, locally effective. In this view, this eBook considers studies and experimental works illustrating a range of problems and solutions based on microbial resources, suitable for management of biotic stress factors. These examples show how detailed data and knowledge on the organisms involved are of paramount importance to achieve a sustainable and durable management capability.
Author: Nadia Lombardi
Publisher: Frontiers Media SA
ISBN: 288974292X
Category : Science
Languages : en
Pages : 228
Get Book Here
Book Description
Author: Birbal Singh
Publisher: Springer Nature
ISBN: 3031654595
Category :
Languages : en
Pages : 829
Get Book Here
Book Description
Author: Tong Lee
Publisher: Frontiers Media SA
ISBN: 2889631192
Category : Science
Languages : en
Pages : 629
Get Book Here
Book Description
This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.
Author: Zheng Ruan
Publisher: Frontiers Media SA
ISBN: 2832554873
Category : Science
Languages : en
Pages : 201
Get Book Here
Book Description
This is Volume II of the Research Topic "Interactions between Bioactive Food Ingredients and Intestinal Microbiota". The previous edition can be found here. Numerous microorganisms colonize the gastrointestinal tract playing critical roles concerning digestion and absorption of dietary nutrients and the regulation of important functions, including host metabolism, immunity, and intestinal barrier function. Increasing evidence suggests that food encompassing nutrients and polyphenols are strong drivers shaping the composition and function of the gut microbiota and mediate the host's physiological activities directly or indirectly. However, the mechanisms involved in the interactions between food nutrients/prebiotics, gut microbiota and host health have not been enlightened to a wide extent.
Author: Kohei Arai
Publisher: Springer Nature
ISBN: 3031474511
Category : Technology & Engineering
Languages : en
Pages : 630
Get Book Here
Book Description
This book is a collection of thoroughly well-researched studies presented at the Eighth Future Technologies Conference. This annual conference aims to seek submissions from the wide arena of studies like Computing, Communication, Machine Vision, Artificial Intelligence, Ambient Intelligence, Security, and e-Learning. With an impressive 490 paper submissions, FTC emerged as a hybrid event of unparalleled success, where visionary minds explored groundbreaking solutions to the most pressing challenges across diverse fields. These groundbreaking findings open a window for vital conversation on information technologies in our community especially to foster future collaboration with one another. We hope that the readers find this book interesting and inspiring and render their enthusiastic support toward it.
Author: Andres Iglesias
Publisher: Springer Nature
ISBN: 9819983495
Category :
Languages : en
Pages : 524
Get Book Here
Book Description
Author: Professor Dr. Bilal Semih Bozdemir
Publisher: Professor Dr. Bilal Semih Bozdemir
ISBN:
Category : Medical
Languages : en
Pages : 415
Get Book Here
Book Description
Genome-wide association studies (GWAS) have identified numerous genetic loci associated with psoriasis, revealing a complex interplay between genetic architecture and immunological mechanisms. Many identified loci are involved in immune pathways, reinforcing the linkage between genetic predisposing variants and immune dysregulation. Notably, loci that harbor variants influencing key immunological pathways, including Th17 and IL-23 signaling pathways, are particularly prominent among patients with psoriasis. These findings not only underscore the role of specific gene variants in influencing immune responses but also highlight the potential for targeted therapies that address these genetic predispositions. By understanding the genetic landscape underpinning immune dysregulation, clinicians can develop more effective treatment strategies tailored to individual genetic profiles and regional patterns of psoriasis.
Author: Vimal Chandra Pandey
Publisher: CRC Press
ISBN: 1000776255
Category : Technology & Engineering
Languages : en
Pages : 337
Get Book Here
Book Description
Microorganisms are a good indicator of soil health. Plant growth-promoting microorganisms protect plants from the stresses of water, salt, metal, biotic, and so on, and are well known for strategically modulating the plant mechanisms to defend and mitigate environmental stresses. Taking a multidisciplinary approach, this volume explores the role of plant microorganisms in ecological and agricultural revitalization beyond normal agriculture practices and offers practical and applied solutions for the restoration of degraded lands to fulfill human needs with food, fodder, fuel, and fiber. It also provides a single comprehensive platform for soil scientists, agriculture specialists, ecologists, and those in related disciplines. Features • Presents cutting-edge microbial biotechnology as a tool for restoring degraded lands • Explores the aspects of sustainable development of degraded lands using microorganism-inspired land remediation • Highlights sustainable food production intensification in nutrient-poor lands through innovative use of microbial inoculants • Explains the remediation of polluted land for regaining biodiversity and achieving United Nations Sustainable Development Goals • Includes many real-life applications from South Asia offering solutions to today’s agricultural problems This book will be of interest to professionals, researchers, and students in environmental, soil, and agricultural sciences as well as stakeholders, policy makers, and practitioners with an interest in this field.
