Pattern Recognition in Bioinformatics

Pattern Recognition in Bioinformatics
Author: Jagath C.- Rajapakse
Publisher: Springer Science & Business Media
Total Pages: 427
Release: 2007-09-17
Genre: Science
ISBN: 3540752854

This book constitutes the refereed proceedings of the International Workshop on Pattern Recognition in Bioinformatics, PRIB 2007, held in Singapore in October 2007. The 38 revised full papers presented were carefully reviewed and selected from 125 submissions. The papers discuss the applications of pattern recognition methods in the field of bioinformatics to solve problems in life sciences.

Bioinformatics Algorithms

Bioinformatics Algorithms
Author: Ion Mandoiu
Publisher: John Wiley & Sons
Total Pages: 517
Release: 2008-02-15
Genre: Computers
ISBN: 0470253428

Presents algorithmic techniques for solving problems in bioinformatics, including applications that shed new light on molecular biology This book introduces algorithmic techniques in bioinformatics, emphasizing their application to solving novel problems in post-genomic molecular biology. Beginning with a thought-provoking discussion on the role of algorithms in twenty-first-century bioinformatics education, Bioinformatics Algorithms covers: General algorithmic techniques, including dynamic programming, graph-theoretical methods, hidden Markov models, the fast Fourier transform, seeding, and approximation algorithms Algorithms and tools for genome and sequence analysis, including formal and approximate models for gene clusters, advanced algorithms for non-overlapping local alignments and genome tilings, multiplex PCR primer set selection, and sequence/network motif finding Microarray design and analysis, including algorithms for microarray physical design, missing value imputation, and meta-analysis of gene expression data Algorithmic issues arising in the analysis of genetic variation across human population, including computational inference of haplotypes from genotype data and disease association search in case/control epidemiologic studies Algorithmic approaches in structural and systems biology, including topological and structural classification in biochemistry, and prediction of protein-protein and domain-domain interactions Each chapter begins with a self-contained introduction to a computational problem; continues with a brief review of the existing literature on the subject and an in-depth description of recent algorithmic and methodological developments; and concludes with a brief experimental study and a discussion of open research challenges. This clear and approachable presentation makes the book appropriate for researchers, practitioners, and graduate students alike.

Knowledge Needs and Information Extraction

Knowledge Needs and Information Extraction
Author: Nicolas Turenne
Publisher: John Wiley & Sons
Total Pages: 292
Release: 2013-02-05
Genre: Computers
ISBN: 1118574591

This book presents a theory of consciousness which is unique and sustainable in nature, based on physiological and cognitive-linguistic principles controlled by a number of socio-psycho-economic factors. In order to anchor this theory, which draws upon various disciplines, the author presents a number of different theories, all of which have been abundantly studied by scientists from both a theoretical and experimental standpoint, including models of social organization, ego theories, theories of the motivational system in psychology, theories of the motivational system in neurosciences, language modeling and computational modeling of motivation. The theory presented in this book is based on the hypothesis that an individual’s main activities are developed by self-motivation, managed as an informational need. This is described in chapters covering self-motivation on a day-to-day basis, the notion of need, the hypothesis and control of cognitive self-motivation and a model of self-motivation which associates language and physiology. The subject of knowledge extraction is also covered, including the impact of self-motivation on written information, non-transversal and transversal text-mining techniques and the fields of interest of text mining. Contents: 1. Consciousness: an Ancient and Current Topic of Study. 2. Self-motivation on a Daily Basis. 3. The Notion of Need. 4. The Models of Social Organization. 5. Self Theories. 6. Theories of Motivation in Psychology. 7. Theories of Motivation in Neurosciences. 8. Language Modeling. 9. Computational Modeling of Motivation. 10. Hypothesis and Control of Cognitive Self-Motivation. 11. A Model of Self-Motivation which Associates Language and Physiology. 12. Impact of Self-Motivation on Written Information. 13. Non-Transversal Text Mining Techniques. 14. Transversal Text Mining Techniques. 15. Fields of Interest for Text Mining. About the Authors Nicolas Turenne is a researcher at INRA in the Science and Society team at the University of Paris-Est Marne la Vallée in France. He specializes in knowledge extraction from texts with theoretical research into relational and stochastic models. His research topics also concern the sociology of uses, food and environmental sciences, and bioinformatics.

Mathematics and Computing

Mathematics and Computing
Author: Debasis Giri
Publisher: Springer
Total Pages: 436
Release: 2017-04-14
Genre: Computers
ISBN: 9811046425

This book constitutes the proceedings of the Third International Conference on Mathematics and Computing, ICMC 2017, held in Haldia, India, in January 2017. The 35 papers presented in this volume were carefully reviewed and selected from 129 submissions. They were organized in topical sections named: security and privacy; computing; applied mathematics; and pure mathematics.

Systems Immunology

Systems Immunology
Author: Jayajit Das
Publisher: CRC Press
Total Pages: 442
Release: 2018-09-03
Genre: Science
ISBN: 1351646141

"Taken together, the body of information contained in this book provides readers with a bird’s-eye view of different aspects of exciting work at the convergence of disciplines that will ultimately lead to a future where we understand how immunity is regulated, and how we can harness this knowledge toward practical ends that reduce human suffering. I commend the editors for putting this volume together." –Arup K. Chakraborty, Robert T. Haslam Professor of Chemical Engineering, and Professor of Physics, Chemistry, and Biological Engineering, Massachusetts Institute of Technology, Cambridge, USA New experimental techniques in immunology have produced large and complex data sets that require quantitative modeling for analysis. This book provides a complete overview of computational immunology, from basic concepts to mathematical modeling at the single molecule, cellular, organism, and population levels. It showcases modern mechanistic models and their use in making predictions, designing experiments, and elucidating underlying biochemical processes. It begins with an introduction to data analysis, approximations, and assumptions used in model building. Core chapters address models and methods for studying immune responses, with fundamental concepts clearly defined. Readers from immunology, quantitative biology, and applied physics will benefit from the following: Fundamental principles of computational immunology and modern quantitative methods for studying immune response at the single molecule, cellular, organism, and population levels. An overview of basic concepts in modeling and data analysis. Coverage of topics where mechanistic modeling has contributed substantially to current understanding. Discussion of genetic diversity of the immune system, cell signaling in the immune system, immune response at the cell population scale, and ecology of host-pathogen interactions.

Problems of Contemporary World Futurology

Problems of Contemporary World Futurology
Author: Vladimir I. Yakunin
Publisher: Cambridge Scholars Publishing
Total Pages: 375
Release: 2011-09-22
Genre: Social Science
ISBN: 1443834378

Humankind has always striven to catch a glimpse of the future. Egyptian priests, Babylonian astrologers, Greek oracles and medieval magicians stared at the sky and tried to foresee the coming catastrophes, relying on certain distributions of the stars. Contemporary fantasists construct models of the future through the pages of their novels and astonish readers with unbelievable pictures of a technocratic society where the very human personality has transformed under the influence of technological advance. However, most of all the previous attempts to foresee the future has remained in the framework of banal superstition or ordinary creative writing. At the same time, the principal question does not cease to be of current interest. Is scientific forecasting of the near and distant future possible? The authors of this book are convinced that it is. On the basis of rigorous methodology, mathematicians, physicians, philosophers and historians demonstrate how the world will look in coming decades and centuries and try to find out if the future can be determined. Along with general philosophical analysis, mathematical modeling is used in order to give the reader a clear and objective vision of the future. The book will be useful for everyone who takes care of his own destiny and the destiny of the next generations.

Besoins informationnels et extraction d'information : Vers une conscience artificielle

Besoins informationnels et extraction d'information : Vers une conscience artificielle
Author: TURENNE Nicolas
Publisher: Lavoisier
Total Pages: 290
Release: 2013-02-01
Genre: Conscious automata
ISBN: 2746295075

Cet ouvrage réconcilie la philosophie, la biologie, la sociologie et les sciences cognitives grâce à un dénominateur commun, la conscience. Il en présente un aspect particulier, le concept d’auto-motivation de champ d’activité en tant que moteur biologique d’un état de conscience, et dont l’informatique systémique permet de révéler l’existence. Si la conscience est mal définie, un cadre réduit permet d’en donner une définition plus précise, observable malgré toute la complexité psychologique, sociale et technique de l’individu. Ces observations sont de deux natures : une nature d’activité principale et une nature cognitivo-linguistique, modulées par des facteurs de contrôle intrinsèques et extrinsèques. L’argument exposé consiste à présenter un état de conscience relatif à la notion de besoin informationnel instinctif, donc physiologique, et dont les traces porteuses sur les supports physiques (revues, abonnements, etc.) ou numériques (sms, web, etc.), sont analysables par l’extraction de connaissances.

Modeling Applications and Theoretical Innovations in Interdisciplinary Evolutionary Computation

Modeling Applications and Theoretical Innovations in Interdisciplinary Evolutionary Computation
Author: Samuelson Hong, Wei-Chiang
Publisher: IGI Global
Total Pages: 357
Release: 2013-03-31
Genre: Computers
ISBN: 1466636297

Evolutionary computation has emerged as a major topic in the scientific community as many of its techniques have successfully been applied to solve problems in a wide variety of fields. Modeling Applications and Theoretical Innovations in Interdisciplinary Evolutionary Computation provides comprehensive research on emerging theories and its aspects on intelligent computation. Particularly focusing on breaking trends in evolutionary computing, algorithms, and programming, this publication serves to support professionals, government employees, policy and decision makers, as well as students in this scientific field.