Network Bioscience 2nd Edition

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Network Bioscience, 2nd Edition

Author : Marco Pellegrini
Publisher : Frontiers Media SA
ISBN 13 : 288963650X
Total Pages : 270 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Network Bioscience, 2nd Edition by : Marco Pellegrini

Download or read book Network Bioscience, 2nd Edition written by Marco Pellegrini and published by Frontiers Media SA. This book was released on 2020-03-27 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Network science has accelerated a deep and successful trend in research that influences a range of disciplines like mathematics, graph theory, physics, statistics, data science and computer science (just to name a few) and adapts the relevant techniques and insights to address relevant but disparate social, biological, technological questions. We are now in an era of 'big biological data' supported by cost-effective high-throughput genomic, transcriptomic, proteomic, metabolomic data collection techniques that allow one to take snapshots of the cells' molecular profiles in a systematic fashion. Moreover recently, also phenotypic data, data on diseases, symptoms, patients, etc. are being collected at nation-wide level thus giving us another source of highly related (causal) 'big data'. This wealth of data is usually modeled as networks (aka binary relations, graphs or webs) of interactions, (including protein-protein, metabolic, signaling and transcription-regulatory interactions). The network model is a key view point leading to the uncovering of mesoscale phenomena, thus providing an essential bridge between the observable phenotypes and 'omics' underlying mechanisms. Moreover, network analysis is a powerful 'hypothesis generation' tool guiding the scientific cycle of 'data gathering', 'data interpretation, 'hypothesis generation' and 'hypothesis testing'. A major challenge in contemporary research is the synthesis of deep insights coming from network science with the wealth of data (often noisy, contradictory, incomplete and difficult to replicate) so to answer meaningful biological questions, in a quantifiable way using static and dynamic properties of biological networks.

Neural Network Design

Author : Martin T. Hagan
Publisher :
ISBN 13 : 9789812403766
Total Pages : pages
Book Rating : 4.4/5 (37 download)

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Book Synopsis Neural Network Design by : Martin T. Hagan

Download or read book Neural Network Design written by Martin T. Hagan and published by . This book was released on 2003 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Tutorials in Mathematical Biosciences I

Author : Alla Borisyuk
Publisher : Springer Science & Business Media
ISBN 13 : 9783540238584
Total Pages : 184 pages
Book Rating : 4.2/5 (385 download)

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Book Synopsis Tutorials in Mathematical Biosciences I by : Alla Borisyuk

Download or read book Tutorials in Mathematical Biosciences I written by Alla Borisyuk and published by Springer Science & Business Media. This book was released on 2005-02-18 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume introduces some basic theories on computational neuroscience. Chapter 1 is a brief introduction to neurons, tailored to the subsequent chapters. Chapter 2 is a self-contained introduction to dynamical systems and bifurcation theory, oriented towards neuronal dynamics. The theory is illustrated with a model of Parkinson's disease. Chapter 3 reviews the theory of coupled neural oscillators observed throughout the nervous systems at all levels; it describes how oscillations arise, what pattern they take, and how they depend on excitory or inhibitory synaptic connections. Chapter 4 specializes to one particular neuronal system, namely, the auditory system. It includes a self-contained introduction, from the anatomy and physiology of the inner ear to the neuronal network that connects the hair cells to the cortex, and describes various models of subsystems.

The Oxford Handbook of Quantitative Methods, Volume 1

Author : Todd D. Little
Publisher : Oxford University Press, USA
ISBN 13 : 019937015X
Total Pages : 536 pages
Book Rating : 4.1/5 (993 download)

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Book Synopsis The Oxford Handbook of Quantitative Methods, Volume 1 by : Todd D. Little

Download or read book The Oxford Handbook of Quantitative Methods, Volume 1 written by Todd D. Little and published by Oxford University Press, USA. This book was released on 2014 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Oxford Handbook of Quantitative Methods in Psychology provides an accessible and comprehensive review of the current state-of-the-science and a one-stop source for best practices in a quantitative methods across the social, behavioral, and educational sciences.

Handbook of Research on Computational Methodologies in Gene Regulatory Networks

Author : Das, Sanjoy
Publisher : IGI Global
ISBN 13 : 1605666866
Total Pages : 740 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Handbook of Research on Computational Methodologies in Gene Regulatory Networks by : Das, Sanjoy

Download or read book Handbook of Research on Computational Methodologies in Gene Regulatory Networks written by Das, Sanjoy and published by IGI Global. This book was released on 2009-10-31 with total page 740 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book focuses on methods widely used in modeling gene networks including structure discovery, learning, and optimization"--Provided by publisher.

Quantitative Analysis of Ecological Networks

Author : Mark R. T. Dale
Publisher : Cambridge University Press
ISBN 13 : 1108491847
Total Pages : 233 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Quantitative Analysis of Ecological Networks by : Mark R. T. Dale

Download or read book Quantitative Analysis of Ecological Networks written by Mark R. T. Dale and published by Cambridge University Press. This book was released on 2021-04-15 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: Displays the broad range of quantitative approaches to analysing ecological networks, providing clear examples and guidance for researchers.

Statistical Learning Using Neural Networks

Author : Basilio de Braganca Pereira
Publisher : CRC Press
ISBN 13 : 0429775555
Total Pages : 234 pages
Book Rating : 4.4/5 (297 download)

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Book Synopsis Statistical Learning Using Neural Networks by : Basilio de Braganca Pereira

Download or read book Statistical Learning Using Neural Networks written by Basilio de Braganca Pereira and published by CRC Press. This book was released on 2020-09-01 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical Learning using Neural Networks: A Guide for Statisticians and Data Scientists with Python introduces artificial neural networks starting from the basics and increasingly demanding more effort from readers, who can learn the theory and its applications in statistical methods with concrete Python code examples. It presents a wide range of widely used statistical methodologies, applied in several research areas with Python code examples, which are available online. It is suitable for scientists and developers as well as graduate students. Key Features: Discusses applications in several research areas Covers a wide range of widely used statistical methodologies Includes Python code examples Gives numerous neural network models This book covers fundamental concepts on Neural Networks including Multivariate Statistics Neural Networks, Regression Neural Network Models, Survival Analysis Networks, Time Series Forecasting Networks, Control Chart Networks, and Statistical Inference Results. This book is suitable for both teaching and research. It introduces neural networks and is a guide for outsiders of academia working in data mining and artificial intelligence (AI). This book brings together data analysis from statistics to computer science using neural networks.

Biological Science 1 and 2 (Cambridge Low-price Edition)

Author : N. P. O. Green
Publisher : Cambridge University Press
ISBN 13 : 9780521639231
Total Pages : 992 pages
Book Rating : 4.6/5 (392 download)

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Book Synopsis Biological Science 1 and 2 (Cambridge Low-price Edition) by : N. P. O. Green

Download or read book Biological Science 1 and 2 (Cambridge Low-price Edition) written by N. P. O. Green and published by Cambridge University Press. This book was released on 1997-12-11 with total page 992 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cambridge Low Price Editions are reprints of internationally respected books from Cambridge University Press. The text has been completely revised and updated to provide comprehensive coverage of all the major biology syllabuses at Advanced level. It is also suitable for first-year students in higher education. It contains: clearly written up-to-date information appropriate to the new Advanced level biology syllabuses, new material covering microbiology and biotechnology, the applications of genetics, and human health and disease, a variety of questions throughout the text, carefully selected and clearly presented practical investigations in many of the units, appendices providing basic information and techniques relating to the relevant areas of the physical sciences and mathematics (e.g.biological chemistry and statistics)

Camera Trapping

Author : Peter Fleming
Publisher : CSIRO PUBLISHING
ISBN 13 : 1486300413
Total Pages : 441 pages
Book Rating : 4.4/5 (863 download)

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Book Synopsis Camera Trapping by : Peter Fleming

Download or read book Camera Trapping written by Peter Fleming and published by CSIRO PUBLISHING. This book was released on 2014-11-20 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: Camera trapping in wildlife management and research is a growing global phenomenon. The technology is advancing very quickly, providing unique opportunities for collecting new biological knowledge. In order for fellow camera trap researchers and managers to share their knowledge and experience, the First International Camera Trapping Colloquium in Wildlife Management and Research was held in Sydney, Australia. Camera Trapping brings together papers from a selection of the presentations at the colloquium and provides a benchmark of the international developments and uses of camera traps for monitoring wildlife for research and management. Four major themes are presented: case studies demonstrating camera trapping for monitoring; the constraints and pitfalls of camera technologies; design standards and protocols for camera trapping surveys; and the identification, management and analyses of the myriad images that derive from camera trapping studies. The final chapter provides future directions for research using camera traps. Remarkable photographs are included, showing interesting, enlightening and entertaining images of animals 'doing their thing'.

Statistical Advances in Biosciences and Bioinformatics

Author : International Biometric Society. Indian Region. Conference
Publisher : Allied Publishers
ISBN 13 : 9788177649680
Total Pages : 324 pages
Book Rating : 4.6/5 (496 download)

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Book Synopsis Statistical Advances in Biosciences and Bioinformatics by : International Biometric Society. Indian Region. Conference

Download or read book Statistical Advances in Biosciences and Bioinformatics written by International Biometric Society. Indian Region. Conference and published by Allied Publishers. This book was released on 2006 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Papers presented at the conference, held during 23-27 Nov. 2003, at Banaras Hindu University, Varanasi.

Stepping in the Same River Twice

Author : Ayelet Shavit
Publisher : Yale University Press
ISBN 13 : 0300209541
Total Pages : 341 pages
Book Rating : 4.3/5 (2 download)

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Book Synopsis Stepping in the Same River Twice by : Ayelet Shavit

Download or read book Stepping in the Same River Twice written by Ayelet Shavit and published by Yale University Press. This book was released on 2017-01-01 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: List of Contributors -- Index -- A -- B -- C -- D -- E -- F -- G -- H -- I -- J -- K -- L -- M -- N -- O -- P -- Q -- R -- S -- T -- U -- V -- W

Computational Ecology: Artificial Neural Networks And Their Applications

Author : Wenjun Zhang
Publisher : World Scientific
ISBN 13 : 9814466891
Total Pages : 310 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Computational Ecology: Artificial Neural Networks And Their Applications by : Wenjun Zhang

Download or read book Computational Ecology: Artificial Neural Networks And Their Applications written by Wenjun Zhang and published by World Scientific. This book was released on 2010-06-25 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to the complexity and non-linearity of most ecological problems, artificial neural networks (ANNs) have attracted attention from ecologists and environmental scientists in recent years. As these networks are increasingly being used in ecology for modeling, simulation, function approximation, prediction, classification and data mining, this unique and self-contained book will be the first comprehensive treatment of this subject, by providing readers with overall and in-depth knowledge on algorithms, programs, and applications of ANNs in ecology. Moreover, a new area of ecology, i.e., computational ecology, is proposed and its scopes and objectives are defined and discussed.Computational Ecology consists of two parts: the first describes the methods and algorithms of ANNs, interpretability and mathematical generalization of neural networks, Matlab neural network toolkit, etc., while the second provides case studies of applications of ANNs in ecology, Matlab codes, and comparisons of ANNs with conventional methods. This publication will be a valuable reference for research scientists, university teachers, graduate students and high-level undergraduates in the areas of ecology, environmental sciences, and computational science.

From Computational Logic to Computational Biology

Author : Domenico Cantone
Publisher : Springer Nature
ISBN 13 : 3031552482
Total Pages : 280 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis From Computational Logic to Computational Biology by : Domenico Cantone

Download or read book From Computational Logic to Computational Biology written by Domenico Cantone and published by Springer Nature. This book was released on with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistical Analysis of Network Data

Author : Eric D. Kolaczyk
Publisher : Springer Science & Business Media
ISBN 13 : 0387881468
Total Pages : 397 pages
Book Rating : 4.3/5 (878 download)

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Book Synopsis Statistical Analysis of Network Data by : Eric D. Kolaczyk

Download or read book Statistical Analysis of Network Data written by Eric D. Kolaczyk and published by Springer Science & Business Media. This book was released on 2009-04-20 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years there has been an explosion of network data – that is, measu- ments that are either of or from a system conceptualized as a network – from se- ingly all corners of science. The combination of an increasingly pervasive interest in scienti c analysis at a systems level and the ever-growing capabilities for hi- throughput data collection in various elds has fueled this trend. Researchers from biology and bioinformatics to physics, from computer science to the information sciences, and from economics to sociology are more and more engaged in the c- lection and statistical analysis of data from a network-centric perspective. Accordingly, the contributions to statistical methods and modeling in this area have come from a similarly broad spectrum of areas, often independently of each other. Many books already have been written addressing network data and network problems in speci c individual disciplines. However, there is at present no single book that provides a modern treatment of a core body of knowledge for statistical analysis of network data that cuts across the various disciplines and is organized rather according to a statistical taxonomy of tasks and techniques. This book seeks to ll that gap and, as such, it aims to contribute to a growing trend in recent years to facilitate the exchange of knowledge across the pre-existing boundaries between those disciplines that play a role in what is coming to be called ‘network science.

Handbook of Applied System Science

Author : Zachary Neal
Publisher : Taylor & Francis
ISBN 13 : 1317607082
Total Pages : 657 pages
Book Rating : 4.3/5 (176 download)

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Book Synopsis Handbook of Applied System Science by : Zachary Neal

Download or read book Handbook of Applied System Science written by Zachary Neal and published by Taylor & Francis. This book was released on 2016-11-25 with total page 657 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Applied System Science is organized around both methodological approaches in systems science, and the substantive topic to which these approaches have been applied. The volume begins with an essay that introduces three system science methods: agent-based modeling, system dynamics, and network analysis. The remainder of the volume is organized around three broad topics: (1) health and human development, (2) environment and sustainability, and (3) communities and social change. Each part begins with a brief introductory essay, and includes nine chapters that demonstrate the application of system science methods to address research questions in these areas. This handbook will be useful for work in Public Health, Sociology, Criminal Justice, Social Work, Political Science, Environmental Studies, Urban Studies, and Psychology. Chapter 14 of this book is freely available as a downloadable Open Access PDF under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 license available at http://www.taylorfrancis.com/books/e/9781315748771.

Outcome Prediction in Cancer

Author : Azzam F.G. Taktak
Publisher : Elsevier
ISBN 13 : 0080468039
Total Pages : 483 pages
Book Rating : 4.0/5 (84 download)

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Book Synopsis Outcome Prediction in Cancer by : Azzam F.G. Taktak

Download or read book Outcome Prediction in Cancer written by Azzam F.G. Taktak and published by Elsevier. This book was released on 2006-11-28 with total page 483 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is organized into 4 sections, each looking at the question of outcome prediction in cancer from a different angle. The first section describes the clinical problem and some of the predicaments that clinicians face in dealing with cancer. Amongst issues discussed in this section are the TNM staging, accepted methods for survival analysis and competing risks. The second section describes the biological and genetic markers and the rôle of bioinformatics. Understanding of the genetic and environmental basis of cancers will help in identifying high-risk populations and developing effective prevention and early detection strategies. The third section provides technical details of mathematical analysis behind survival prediction backed up by examples from various types of cancers. The fourth section describes a number of machine learning methods which have been applied to decision support in cancer. The final section describes how information is shared within the scientific and medical communities and with the general population using information technology and the World Wide Web. * Applications cover 8 types of cancer including brain, eye, mouth, head and neck, breast, lungs, colon and prostate* Include contributions from authors in 5 different disciplines* Provides a valuable educational tool for medical informatics

Forest Canopies

Author : Margaret Lowman
Publisher : Academic Press
ISBN 13 : 0124575536
Total Pages : 543 pages
Book Rating : 4.1/5 (245 download)

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Book Synopsis Forest Canopies by : Margaret Lowman

Download or read book Forest Canopies written by Margaret Lowman and published by Academic Press. This book was released on 2004-09 with total page 543 pages. Available in PDF, EPUB and Kindle. Book excerpt: The treetops of the world's forests are where discovery and opportunity abound, however they have been relatively inaccessible until recently. This book represents an authoritative synthesis of data, anecdotes, case studies, observations, and recommendations from researchers and educators who have risked life and limb in their advocacy of the High Frontier. With innovative rope techniques, cranes, walkways, dirigibles, and towers, they finally gained access to the rich biodiversity that lives far above the forest floor and the emerging science of canopy ecology. In this new edition of Forest Canopies, nearly 60 scientists and educators from around the world look at the biodiversity, ecology, evolution, and conservation of forest canopy ecosystems. Comprehensive literature list State-of-the-art results and data sets from current field work Foremost scientists in the field of canopy ecology Expanded collaboration of researchers and international projects User-friendly format with sidebars and case studies Keywords and outlines for each chapter