Information Theory and Best Practices in the IT Industry

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Publisher : Springer Science & Business Media
ISBN 13 : 1461430437
Total Pages : 228 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Information Theory and Best Practices in the IT Industry by : Sanjay Mohapatra

Download or read book Information Theory and Best Practices in the IT Industry written by Sanjay Mohapatra and published by Springer Science & Business Media. This book was released on 2012-02-21 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: ​​​The importance of benchmarking in the service sector is well recognized as it helps in continuous improvement in products and work processes. Through benchmarking, companies have strived to implement best practices in order to remain competitive in the product- market in which they operate. However studies on benchmarking, particularly in the software development sector, have neglected using multiple variables and therefore have not been as comprehensive. Information Theory and Best Practices in the IT Industry fills this void by examining benchmarking in the business of software development and studying how it is affected by development process, application type, hardware platforms used, and many other variables. Information Theory and Best Practices in the IT Industry begins by examining practices of benchmarking productivity and critically appraises them. Next the book identifies different variables which affect productivity and variables that affect quality, developing useful equations that explaining their relationships. Finally these equations and findings are applied to case studies. Utilizing this book, practitioners can decide about what emphasis they should attach to different variables in their own companies, while seeking to optimize productivity and defect density.

A First Course in Information Theory

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Publisher : Springer Science & Business Media
ISBN 13 : 1441986081
Total Pages : 426 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis A First Course in Information Theory by : Raymond W. Yeung

Download or read book A First Course in Information Theory written by Raymond W. Yeung and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an up-to-date introduction to information theory. In addition to the classical topics discussed, it provides the first comprehensive treatment of the theory of I-Measure, network coding theory, Shannon and non-Shannon type information inequalities, and a relation between entropy and group theory. ITIP, a software package for proving information inequalities, is also included. With a large number of examples, illustrations, and original problems, this book is excellent as a textbook or reference book for a senior or graduate level course on the subject, as well as a reference for researchers in related fields.

Entropy and Information Theory

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Publisher : Springer Science & Business Media
ISBN 13 : 1475739826
Total Pages : 346 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Entropy and Information Theory by : Robert M. Gray

Download or read book Entropy and Information Theory written by Robert M. Gray and published by Springer Science & Business Media. This book was released on 2013-03-14 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is devoted to the theory of probabilistic information measures and their application to coding theorems for information sources and noisy channels. The eventual goal is a general development of Shannon's mathematical theory of communication, but much of the space is devoted to the tools and methods required to prove the Shannon coding theorems. These tools form an area common to ergodic theory and information theory and comprise several quantitative notions of the information in random variables, random processes, and dynamical systems. Examples are entropy, mutual information, conditional entropy, conditional information, and discrimination or relative entropy, along with the limiting normalized versions of these quantities such as entropy rate and information rate. Much of the book is concerned with their properties, especially the long term asymptotic behavior of sample information and expected information. This is the only up-to-date treatment of traditional information theory emphasizing ergodic theory.

Principles and Practice of Information Theory

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Publisher : Addison Wesley Publishing Company
ISBN 13 :
Total Pages : 480 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Principles and Practice of Information Theory by : Richard E. Blahut

Download or read book Principles and Practice of Information Theory written by Richard E. Blahut and published by Addison Wesley Publishing Company. This book was released on 1987 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Information Theory, Inference and Learning Algorithms

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Publisher : Cambridge University Press
ISBN 13 : 9780521642989
Total Pages : 694 pages
Book Rating : 4.6/5 (429 download)

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Book Synopsis Information Theory, Inference and Learning Algorithms by : David J. C. MacKay

Download or read book Information Theory, Inference and Learning Algorithms written by David J. C. MacKay and published by Cambridge University Press. This book was released on 2003-09-25 with total page 694 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics and cryptography. The book introduces theory in tandem with applications. Information theory is taught alongside practical communication systems such as arithmetic coding for data compression and sparse-graph codes for error-correction. Inference techniques, including message-passing algorithms, Monte Carlo methods and variational approximations, are developed alongside applications to clustering, convolutional codes, independent component analysis, and neural networks. Uniquely, the book covers state-of-the-art error-correcting codes, including low-density-parity-check codes, turbo codes, and digital fountain codes - the twenty-first-century standards for satellite communications, disk drives, and data broadcast. Richly illustrated, filled with worked examples and over 400 exercises, some with detailed solutions, the book is ideal for self-learning, and for undergraduate or graduate courses. It also provides an unparalleled entry point for professionals in areas as diverse as computational biology, financial engineering and machine learning.

Elements of Information Theory

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Publisher : John Wiley & Sons
ISBN 13 : 1118585771
Total Pages : 788 pages
Book Rating : 4.1/5 (185 download)

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Book Synopsis Elements of Information Theory by : Thomas M. Cover

Download or read book Elements of Information Theory written by Thomas M. Cover and published by John Wiley & Sons. This book was released on 2012-11-28 with total page 788 pages. Available in PDF, EPUB and Kindle. Book excerpt: The latest edition of this classic is updated with new problem sets and material The Second Edition of this fundamental textbook maintains the book's tradition of clear, thought-provoking instruction. Readers are provided once again with an instructive mix of mathematics, physics, statistics, and information theory. All the essential topics in information theory are covered in detail, including entropy, data compression, channel capacity, rate distortion, network information theory, and hypothesis testing. The authors provide readers with a solid understanding of the underlying theory and applications. Problem sets and a telegraphic summary at the end of each chapter further assist readers. The historical notes that follow each chapter recap the main points. The Second Edition features: * Chapters reorganized to improve teaching * 200 new problems * New material on source coding, portfolio theory, and feedback capacity * Updated references Now current and enhanced, the Second Edition of Elements of Information Theory remains the ideal textbook for upper-level undergraduate and graduate courses in electrical engineering, statistics, and telecommunications.

Information Theory

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Publisher : Elsevier
ISBN 13 : 1483281574
Total Pages : 465 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Information Theory by : Imre Csiszár

Download or read book Information Theory written by Imre Csiszár and published by Elsevier. This book was released on 2014-07-10 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information Theory: Coding Theorems for Discrete Memoryless Systems presents mathematical models that involve independent random variables with finite range. This three-chapter text specifically describes the characteristic phenomena of information theory. Chapter 1 deals with information measures in simple coding problems, with emphasis on some formal properties of Shannon’s information and the non-block source coding. Chapter 2 describes the properties and practical aspects of the two-terminal systems. This chapter also examines the noisy channel coding problem, the computation of channel capacity, and the arbitrarily varying channels. Chapter 3 looks into the theory and practicality of multi-terminal systems. This book is intended primarily for graduate students and research workers in mathematics, electrical engineering, and computer science.

Applied Coding and Information Theory for Engineers

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Publisher : Pearson Education India
ISBN 13 : 9788131724163
Total Pages : 324 pages
Book Rating : 4.7/5 (241 download)

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Book Synopsis Applied Coding and Information Theory for Engineers by : Wells

Download or read book Applied Coding and Information Theory for Engineers written by Wells and published by Pearson Education India. This book was released on with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Information Theory and Statistics

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Publisher : Courier Corporation
ISBN 13 : 0486142043
Total Pages : 436 pages
Book Rating : 4.4/5 (861 download)

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Book Synopsis Information Theory and Statistics by : Solomon Kullback

Download or read book Information Theory and Statistics written by Solomon Kullback and published by Courier Corporation. This book was released on 2012-09-11 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Highly useful text studies logarithmic measures of information and their application to testing statistical hypotheses. Includes numerous worked examples and problems. References. Glossary. Appendix. 1968 2nd, revised edition.

Big Data and Information Theory

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Publisher : Routledge
ISBN 13 : 1000591719
Total Pages : 128 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Big Data and Information Theory by : Jiuping Xu

Download or read book Big Data and Information Theory written by Jiuping Xu and published by Routledge. This book was released on 2022-06-02 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big Data and Information Theory are a binding force between various areas of knowledge that allow for societal advancement. Rapid development of data analytic and information theory allows companies to store vast amounts of information about production, inventory, service, and consumer activities. More powerful CPUs and cloud computing make it possible to do complex optimization instead of using heuristic algorithms, as well as instant rather than offline decision-making. The era of "big data" challenges includes analysis, capture, curation, search, sharing, storage, transfer, visualization, and privacy violations. Big data calls for better integration of optimization, statistics, and data mining. In response to these challenges this book brings together leading researchers and engineers to exchange and share their experiences and research results about big data and information theory applications in various areas. This book covers a broad range of topics including statistics, data mining, data warehouse implementation, engineering management in large-scale infrastructure systems, data-driven sustainable supply chain network, information technology service offshoring project issues, online rumors governance, preliminary cost estimation, and information system project selection. The chapters in this book were originally published in the journal, International Journal of Management Science and Engineering Management.

Theory and Best Practices in Science Communication Training

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Publisher : Routledge
ISBN 13 : 1351069357
Total Pages : 172 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis Theory and Best Practices in Science Communication Training by : Todd P. Newman

Download or read book Theory and Best Practices in Science Communication Training written by Todd P. Newman and published by Routledge. This book was released on 2019-07-23 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume reports on the growing body of research in science communication training, and identifies best practices for communication training programs around the world. Theory and Best Practices in Science Communication Training provides a critical overview of the emerging field of by analyzing the role of communication training in supporting scientists’ communication and engagement goals, including scientists’ motivations to engage in training, the design of training programs, methods for evaluation, and frameworks to support the role of communication training in helping scientists reach their communication and engagement goals. This volume reflects the growth of the field and provides direction for developing future researcher-practitioner collaborations. With contributions from researchers and practitioners from around the world, this book will be of great interest to students, scholars and, professionals within this emerging field.

A Student's Guide to Coding and Information Theory

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Publisher : Cambridge University Press
ISBN 13 : 1107601967
Total Pages : 207 pages
Book Rating : 4.1/5 (76 download)

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Book Synopsis A Student's Guide to Coding and Information Theory by : Stefan M. Moser

Download or read book A Student's Guide to Coding and Information Theory written by Stefan M. Moser and published by Cambridge University Press. This book was released on 2012-01-26 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a concise, easy-to-read guide, introducing beginners to coding theory and information theory.

The economics of information

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Publisher : Wydawnictwo Poznańskiego Towarzystwa Przyjaciół Nauk
ISBN 13 : 8376544896
Total Pages : 152 pages
Book Rating : 4.3/5 (765 download)

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Book Synopsis The economics of information by : Przemysław Deszczyński

Download or read book The economics of information written by Przemysław Deszczyński and published by Wydawnictwo Poznańskiego Towarzystwa Przyjaciół Nauk. This book was released on 2021-01-11 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: The economics of information. Theory and practice is an English-language version of the monograph Ekonomia informacji written in September 2019 and published at the beginning of 2020. The idea of translating it into English was born after posting the texts on Research-Gate. Then requests to make it available in English appeared. Rapid changes that have taken place in the world economy over the past year caused some authors to consider it necessary to include them in their texts. Therefore, the update of the texts have been provided, mainly in the context of consequences of the pandemic, but also concerning the entry of Brexit into the next phase. Attention was paid not only to the theoretical but most of all to the practical dimension of information economics. Moreover, the comments that appeared in reviews published in scientific journals, including those concerning the structure of work, have been taken into account. The monograph consists of eight chapters. Each of them was written by a different author. In the first chapter, the conceptualization of the term ‘economics of information’ was presented. It covers the genesis of information economics, an original definition and methodological foundations. It is a starting point and supporting structure of the entire book. The authors of the remaining chapters refer to and comply with the adopted convention of analysis presented by the research editor. The second chapter is devoted to the economics of information in internal communication in the era of social media. It constitutes a sort of bridge between information economics and public relations narrowed down to internal communication. Jacek Trębecki refers to the relationship between behavioral economics and classical economics. He emphasizes that the consequence of information asymmetry may be its influence on distortion of decisions. Chapter three by Waldemar Rydzak – Changes in Access to Information in Crisis Situations – as intended by the author, is to be a starting point for a discussion about the role of information in the contemporary market, which is more and more frequently discussed in the context of the fourth digital wave of development, with significant influence of mass media and the Internet, also in the context of the COVID-related situation. In the fourth chapter, Filip Kaczmarek used the assumptions of counterfactual analysis in his considerations, and on the basis of its results he showed that the so-called opportunity costs, or ‘cost of non-Europe’, are used as an instrument of legitimizing the European Union. In chapter five by Aleksandra Rabczun, Brexit and the Economics of Information, the Brexit case was analyzed in the context of the role played by information economics in this process. Chapter six, written by Izabela Janicka, is an example of using the concept of economics of information to analyze one country, in this case Germany. It was also assumed that both macro and micro aspects are taken into account. The author points to the overriding role of information in the post-industrial economy and to the fact that information has become one of the basic production factors. She also introduces the concept of a functional information minimum and an information gap. In the seventh chapter Marcin Leszczyński defines the role of the state’s reputation in reducing information asymmetry in the global market. The chapter ends with the analysis of policy and diplomacy in shaping trust in a government and the demand for products from a given country on the example of the trade war between the US and China. In the eighth chapter, Information, Welfare and Migrations – Practical Remarks in the Context of the Economics of Information, Katarzyna Świerczyńska fitted into the scope of research on the impact of information on economy and economic decisions of entities at the mega-economic level.

Design for Information

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Publisher : Rockport Publishers
ISBN 13 : 1610589483
Total Pages : 226 pages
Book Rating : 4.6/5 (15 download)

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Book Synopsis Design for Information by : Isabel Meirelles

Download or read book Design for Information written by Isabel Meirelles and published by Rockport Publishers. This book was released on 2013-10-01 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: The visualization process doesn’t happen in a vacuum; it is grounded in principles and methodologies of design, cognition, perception, and human-computer-interaction that are combined to one’s personal knowledge and creative experiences. Design for Information critically examines other design solutions —current and historic— helping you gain a larger understanding of how to solve specific problems. This book is designed to help you foster the development of a repertoire of existing methods and concepts to help you overcome design problems. Learn the ins and outs of data visualization with this informative book that provides you with a series of current visualization case studies. The visualizations discussed are analyzed for their design principles and methods, giving you valuable critical and analytical tools to further develop your design process. The case study format of this book is perfect for discussing the histories, theories and best practices in the field through real-world, effective visualizations. The selection represents a fraction of effective visualizations that we encounter in this burgeoning field, allowing you the opportunity to extend your study to other solutions in your specific field(s) of practice. This book is also helpful to students in other disciplines who are involved with visualizing information, such as those in the digital humanities and most of the sciences.

Structural Information Theory

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Publisher : Cambridge University Press
ISBN 13 : 1107029600
Total Pages : 337 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Structural Information Theory by : Emanuel Leeuwenberg

Download or read book Structural Information Theory written by Emanuel Leeuwenberg and published by Cambridge University Press. This book was released on 2013 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: A coherent and comprehensive theory of visual pattern classification with quantitative models, verifiable predictions and extensive empirical evidence.

Information, Physics, and Computation

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Publisher : Oxford University Press
ISBN 13 : 019857083X
Total Pages : 584 pages
Book Rating : 4.1/5 (985 download)

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Book Synopsis Information, Physics, and Computation by : Marc Mézard

Download or read book Information, Physics, and Computation written by Marc Mézard and published by Oxford University Press. This book was released on 2009-01-22 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: A very active field of research is emerging at the frontier of statistical physics, theoretical computer science/discrete mathematics, and coding/information theory. This book sets up a common language and pool of concepts, accessible to students and researchers from each of these fields.

Classical and Quantum Information Theory

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Publisher : Cambridge University Press
ISBN 13 : 1139476653
Total Pages : 714 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Classical and Quantum Information Theory by : Emmanuel Desurvire

Download or read book Classical and Quantum Information Theory written by Emmanuel Desurvire and published by Cambridge University Press. This book was released on 2009-02-19 with total page 714 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information theory lies at the heart of modern technology, underpinning all communications, networking, and data storage systems. This book sets out, for the first time, a complete overview of both classical and quantum information theory. Throughout, the reader is introduced to key results without becoming lost in mathematical details. Opening chapters present the basic concepts and various applications of Shannon's entropy, moving on to the core features of quantum information and quantum computing. Topics such as coding, compression, error-correction, cryptography and channel capacity are covered from classical and quantum viewpoints. Employing an informal yet scientifically accurate approach, Desurvire provides the reader with the knowledge to understand quantum gates and circuits. Highly illustrated, with numerous practical examples and end-of-chapter exercises, this text is ideal for graduate students and researchers in electrical engineering and computer science, and practitioners in the telecommunications industry. Further resources and instructor-only solutions are available at www.cambridge.org/9780521881715.