Writing for Computer Science

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Publisher : Taylor & Francis
ISBN 13 : 9781852338022
Total Pages : 292 pages
Book Rating : 4.3/5 (38 download)

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Book Synopsis Writing for Computer Science by : Justin Zobel

Download or read book Writing for Computer Science written by Justin Zobel and published by Taylor & Francis. This book was released on 2004-06-03 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: A complete update to a classic, respected resource Invaluable reference, supplying a comprehensive overview on how to undertake and present research

The Algorithmic Foundations of Differential Privacy

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Publisher :
ISBN 13 : 9781601988188
Total Pages : 286 pages
Book Rating : 4.9/5 (881 download)

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Book Synopsis The Algorithmic Foundations of Differential Privacy by : Cynthia Dwork

Download or read book The Algorithmic Foundations of Differential Privacy written by Cynthia Dwork and published by . This book was released on 2014 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: The problem of privacy-preserving data analysis has a long history spanning multiple disciplines. As electronic data about individuals becomes increasingly detailed, and as technology enables ever more powerful collection and curation of these data, the need increases for a robust, meaningful, and mathematically rigorous definition of privacy, together with a computationally rich class of algorithms that satisfy this definition. Differential Privacy is such a definition. The Algorithmic Foundations of Differential Privacy starts out by motivating and discussing the meaning of differential privacy, and proceeds to explore the fundamental techniques for achieving differential privacy, and the application of these techniques in creative combinations, using the query-release problem as an ongoing example. A key point is that, by rethinking the computational goal, one can often obtain far better results than would be achieved by methodically replacing each step of a non-private computation with a differentially private implementation. Despite some powerful computational results, there are still fundamental limitations. Virtually all the algorithms discussed herein maintain differential privacy against adversaries of arbitrary computational power -- certain algorithms are computationally intensive, others are efficient. Computational complexity for the adversary and the algorithm are both discussed. The monograph then turns from fundamentals to applications other than query-release, discussing differentially private methods for mechanism design and machine learning. The vast majority of the literature on differentially private algorithms considers a single, static, database that is subject to many analyses. Differential privacy in other models, including distributed databases and computations on data streams, is discussed. The Algorithmic Foundations of Differential Privacy is meant as a thorough introduction to the problems and techniques of differential privacy, and is an invaluable reference for anyone with an interest in the topic.

Understanding Machine Learning

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Publisher : Cambridge University Press
ISBN 13 : 1107057132
Total Pages : 415 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Understanding Machine Learning by : Shai Shalev-Shwartz

Download or read book Understanding Machine Learning written by Shai Shalev-Shwartz and published by Cambridge University Press. This book was released on 2014-05-19 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying their usage.

Chromatic Algorithms

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Publisher : University of Chicago Press
ISBN 13 : 022600287X
Total Pages : 353 pages
Book Rating : 4.2/5 (26 download)

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Book Synopsis Chromatic Algorithms by : Carolyn L. Kane

Download or read book Chromatic Algorithms written by Carolyn L. Kane and published by University of Chicago Press. This book was released on 2014-08-13 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: These days, we take for granted that our computer screens—and even our phones—will show us images in vibrant full color. Digital color is a fundamental part of how we use our devices, but we never give a thought to how it is produced or how it came about. Chromatic Algorithms reveals the fascinating history behind digital color, tracing it from the work of a few brilliant computer scientists and experimentally minded artists in the late 1960s and early ‘70s through to its appearance in commercial software in the early 1990s. Mixing philosophy of technology, aesthetics, and media analysis, Carolyn Kane shows how revolutionary the earliest computer-generated colors were—built with the massive postwar number-crunching machines, these first examples of “computer art” were so fantastic that artists and computer scientists regarded them as psychedelic, even revolutionary, harbingers of a better future for humans and machines. But, Kane shows, the explosive growth of personal computing and its accompanying need for off-the-shelf software led to standardization and the gradual closing of the experimental field in which computer artists had thrived. Even so, the gap between the bright, bold presence of color onscreen and the increasing abstraction of its underlying code continues to lure artists and designers from a wide range of fields, and Kane draws on their work to pose fascinating questions about the relationships among art, code, science, and media in the twenty-first century.

CSCI 2014

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Publisher :
ISBN 13 : 9781479930111
Total Pages : 0 pages
Book Rating : 4.9/5 (31 download)

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Book Synopsis CSCI 2014 by : Hamid Arabnia

Download or read book CSCI 2014 written by Hamid Arabnia and published by . This book was released on 2014 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation Relevant subject codes (5) Data (6) Theory of Computation (7) Mathematics of Computing (8) Information Technology and Systems (9) Computing Methodologies (10) Computer Applications As can be seen, the CSCI conference covers many important aspects of computation and so it includes many of the IEEE subjects however, the main objective of the conference is to cover the IEEE subject areas 9 and 10 The motivation behind the conference explained below Computational Science (CS) is the study of addressing problems that are impossible to solve (or difficult to solve) without computers CS can be considered to be the bridge between computer science and other sciences The field is interdisciplinary by nature and includes the use of advanced computing capabilities to understand and solve complex problems In short, CS is the science of using computers to do science Computational Intelligence (CI) is the study of computational methods in ways that exhibit intelligence These m.

Make It Stick

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Publisher : Harvard University Press
ISBN 13 : 0674729013
Total Pages : 330 pages
Book Rating : 4.6/5 (747 download)

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Book Synopsis Make It Stick by : Peter C. Brown

Download or read book Make It Stick written by Peter C. Brown and published by Harvard University Press. This book was released on 2014-04-14 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: To most of us, learning something "the hard way" implies wasted time and effort. Good teaching, we believe, should be creatively tailored to the different learning styles of students and should use strategies that make learning easier. Make It Stick turns fashionable ideas like these on their head. Drawing on recent discoveries in cognitive psychology and other disciplines, the authors offer concrete techniques for becoming more productive learners. Memory plays a central role in our ability to carry out complex cognitive tasks, such as applying knowledge to problems never before encountered and drawing inferences from facts already known. New insights into how memory is encoded, consolidated, and later retrieved have led to a better understanding of how we learn. Grappling with the impediments that make learning challenging leads both to more complex mastery and better retention of what was learned. Many common study habits and practice routines turn out to be counterproductive. Underlining and highlighting, rereading, cramming, and single-minded repetition of new skills create the illusion of mastery, but gains fade quickly. More complex and durable learning come from self-testing, introducing certain difficulties in practice, waiting to re-study new material until a little forgetting has set in, and interleaving the practice of one skill or topic with another. Speaking most urgently to students, teachers, trainers, and athletes, Make It Stick will appeal to all those interested in the challenge of lifelong learning and self-improvement.

Assessing and Responding to the Growth of Computer Science Undergraduate Enrollments

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Author :
Publisher : National Academies Press
ISBN 13 : 0309467020
Total Pages : 253 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Assessing and Responding to the Growth of Computer Science Undergraduate Enrollments by : National Academies of Sciences, Engineering, and Medicine

Download or read book Assessing and Responding to the Growth of Computer Science Undergraduate Enrollments written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2018-04-28 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of computer science (CS) is currently experiencing a surge in undergraduate degree production and course enrollments, which is straining program resources at many institutions and causing concern among faculty and administrators about how best to respond to the rapidly growing demand. There is also significant interest about what this growth will mean for the future of CS programs, the role of computer science in academic institutions, the field as a whole, and U.S. society more broadly. Assessing and Responding to the Growth of Computer Science Undergraduate Enrollments seeks to provide a better understanding of the current trends in computing enrollments in the context of past trends. It examines drivers of the current enrollment surge, relationships between the surge and current and potential gains in diversity in the field, and the potential impacts of responses to the increased demand for computing in higher education, and it considers the likely effects of those responses on students, faculty, and institutions. This report provides recommendations for what institutions of higher education, government agencies, and the private sector can do to respond to the surge and plan for a strong and sustainable future for the field of CS in general, the health of the institutions of higher education, and the prosperity of the nation.

Computer Games for Learning

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Author :
Publisher : MIT Press
ISBN 13 : 0262027577
Total Pages : 303 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Computer Games for Learning by : Richard E. Mayer

Download or read book Computer Games for Learning written by Richard E. Mayer and published by MIT Press. This book was released on 2014-07-11 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive and up-to-date investigation of what research shows about the educational value of computer games for learning. Many strong claims are made for the educational value of computer games, but there is a need for systematic examination of the research evidence that might support such claims. This book fills that need by providing, a comprehensive and up-to-date investigation of what research shows about learning with computer games. Computer Games for Learning describes three genres of game research: the value-added approach, which compares the learning outcomes of students who learn with a base version of a game to those of students who learn with the base version plus an additional feature; the cognitive consequences approach, which compares learning outcomes of students who play an off-the-shelf computer game for extended periods to those of students who do not; and the media comparative approach, which compares the learning outcomes of students who learn material by playing a game to those of students who learn the same material using conventional media. After introductory chapters that describe the rationale and goals of learning game research as well as the relevance of cognitive science to learning with games, the book offers examples of research in all three genres conducted by the author and his colleagues at the University of California, Santa Barbara; meta-analyses of published research; and suggestions for future research in the field. The book is essential reading for researchers and students of educational games, instructional designers, learning-game developers, and anyone who wants to know what the research has to say about the educational effectiveness of computer games.

Introduction to Computational Science

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Publisher : Princeton University Press
ISBN 13 : 140085055X
Total Pages : 857 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Introduction to Computational Science by : Angela B. Shiflet

Download or read book Introduction to Computational Science written by Angela B. Shiflet and published by Princeton University Press. This book was released on 2014-03-30 with total page 857 pages. Available in PDF, EPUB and Kindle. Book excerpt: The essential introduction to computational science—now fully updated and expanded Computational science is an exciting new field at the intersection of the sciences, computer science, and mathematics because much scientific investigation now involves computing as well as theory and experiment. This textbook provides students with a versatile and accessible introduction to the subject. It assumes only a background in high school algebra, enables instructors to follow tailored pathways through the material, and is the only textbook of its kind designed specifically for an introductory course in the computational science and engineering curriculum. While the text itself is generic, an accompanying website offers tutorials and files in a variety of software packages. This fully updated and expanded edition features two new chapters on agent-based simulations and modeling with matrices, ten new project modules, and an additional module on diffusion. Besides increased treatment of high-performance computing and its applications, the book also includes additional quick review questions with answers, exercises, and individual and team projects. The only introductory textbook of its kind—now fully updated and expanded Features two new chapters on agent-based simulations and modeling with matrices Increased coverage of high-performance computing and its applications Includes additional modules, review questions, exercises, and projects An online instructor's manual with exercise answers, selected project solutions, and a test bank and solutions (available only to professors) An online illustration package is available to professors

Modern Trends and Techniques in Computer Science

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Publisher : Springer
ISBN 13 : 3319067400
Total Pages : 607 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Modern Trends and Techniques in Computer Science by : Radek Silhavy

Download or read book Modern Trends and Techniques in Computer Science written by Radek Silhavy and published by Springer. This book was released on 2014-05-05 with total page 607 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is based on the research papers presented in the 3rd Computer Science On-line Conference 2014 (CSOC 2014). The conference is intended to provide an international forum for discussions on the latest high-quality research results in all areas related to Computer Science. The topics addressed are the theoretical aspects and applications of Artificial Intelligences, Computer Science, Informatics and Software Engineering. The authors provide new approaches and methods to real-world problems, and in particular, exploratory research that describes novel approaches in their field. Particular emphasis is laid on modern trends in selected fields of interest. New algorithms or methods in a variety of fields are also presented. This book is divided into three sections and covers topics including Artificial Intelligence, Computer Science and Software Engineering. Each section consists of new theoretical contributions and applications which can be used for the further development of knowledge of everybody who is looking for new knowledge or new inspiration for further research.

2014 International Conference on Computational Science and Computational Intelligence (CSCI 2014)

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (931 download)

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Book Synopsis 2014 International Conference on Computational Science and Computational Intelligence (CSCI 2014) by :

Download or read book 2014 International Conference on Computational Science and Computational Intelligence (CSCI 2014) written by and published by . This book was released on 2014 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computer Incident Response and Forensics Team Management

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Publisher : Newnes
ISBN 13 : 0124047254
Total Pages : 349 pages
Book Rating : 4.1/5 (24 download)

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Book Synopsis Computer Incident Response and Forensics Team Management by : Leighton Johnson

Download or read book Computer Incident Response and Forensics Team Management written by Leighton Johnson and published by Newnes. This book was released on 2013-11-08 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer Incident Response and Forensics Team Management provides security professionals with a complete handbook of computer incident response from the perspective of forensics team management. This unique approach teaches readers the concepts and principles they need to conduct a successful incident response investigation, ensuring that proven policies and procedures are established and followed by all team members. Leighton R. Johnson III describes the processes within an incident response event and shows the crucial importance of skillful forensics team management, including when and where the transition to forensics investigation should occur during an incident response event. The book also provides discussions of key incident response components. Provides readers with a complete handbook on computer incident response from the perspective of forensics team management Identify the key steps to completing a successful computer incident response investigation Defines the qualities necessary to become a successful forensics investigation team member, as well as the interpersonal relationship skills necessary for successful incident response and forensics investigation teams

The Art of Insight in Science and Engineering

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Publisher : MIT Press
ISBN 13 : 0262526549
Total Pages : 409 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis The Art of Insight in Science and Engineering by : Sanjoy Mahajan

Download or read book The Art of Insight in Science and Engineering written by Sanjoy Mahajan and published by MIT Press. This book was released on 2014-11-07 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tools to make hard problems easier to solve. In this book, Sanjoy Mahajan shows us that the way to master complexity is through insight rather than precision. Precision can overwhelm us with information, whereas insight connects seemingly disparate pieces of information into a simple picture. Unlike computers, humans depend on insight. Based on the author's fifteen years of teaching at MIT, Cambridge University, and Olin College, The Art of Insight in Science and Engineering shows us how to build insight and find understanding, giving readers tools to help them solve any problem in science and engineering. To master complexity, we can organize it or discard it. The Art of Insight in Science and Engineering first teaches the tools for organizing complexity, then distinguishes the two paths for discarding complexity: with and without loss of information. Questions and problems throughout the text help readers master and apply these groups of tools. Armed with this three-part toolchest, and without complicated mathematics, readers can estimate the flight range of birds and planes and the strength of chemical bonds, understand the physics of pianos and xylophones, and explain why skies are blue and sunsets are red. The Art of Insight in Science and Engineering will appear in print and online under a Creative Commons Noncommercial Share Alike license.

SOFSEM 2014: Theory and Practice of Computer Science

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Publisher : Springer
ISBN 13 : 331904298X
Total Pages : 548 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis SOFSEM 2014: Theory and Practice of Computer Science by : Viliam Geffert

Download or read book SOFSEM 2014: Theory and Practice of Computer Science written by Viliam Geffert and published by Springer. This book was released on 2014-01-20 with total page 548 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 40th International Conference on Current Trends in Theory and Practice of Computer Science, SOFSEM 2014, held in Nový Smokovec, Slovakia, in January 2014. The 40 revised full papers presented in this volume were carefully reviewed and selected from 104 submissions. The book also contains 6 invited talks. The contributions covers topics as: Foundations of Computer Science, Software and Web Engineering, as well as Data, Information and Knowledge Engineering and Cryptography, Security and Verification.

Information Sciences and Systems 2014

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Publisher : Springer
ISBN 13 : 3319094653
Total Pages : 411 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Information Sciences and Systems 2014 by : Tadeusz Czachórski

Download or read book Information Sciences and Systems 2014 written by Tadeusz Czachórski and published by Springer. This book was released on 2014-09-24 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on a rigorous selection of submissions to The 29th International Symposium on Computer and Information Sciences (ISCIS 2014), this books includes some of the most recent ideas and technical results in computer systems, computer science, and computer-communication networks. It offers the reader a timely access to innovative research and advances in computing and communications from many different areas of the world. The topics covered include (but are not limited to) computer architectures and digital systems, algorithms, theory, software engineering, data engineering, computational intelligence, system security, computer systems and networks, performance modeling and analysis, distributed and parallel systems, bioinformatics, computer vision and significant applications such as medical informatics and imaging. The 29th International Symposium on Computer and Information Sciences (ISCIS 2014) took place in Krakow Old City, Poland on October, 27–8, 2014.

Mathematical Foundations of Computer Science 2014

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Publisher : Springer
ISBN 13 : 3662444658
Total Pages : 659 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Mathematical Foundations of Computer Science 2014 by : Ersébet Csuhaj-Varjú

Download or read book Mathematical Foundations of Computer Science 2014 written by Ersébet Csuhaj-Varjú and published by Springer. This book was released on 2014-08-12 with total page 659 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two volume set LNCS 8634 and LNCS 8635 constitutes the refereed conference proceedings of the 39th International Symposium on Mathematical Foundations of Computer Science, MFCS 2014, held in Budapest, Hungary, in August 2014. The 95 revised full papers presented together with 6 invited talks were carefully selected from 270 submissions. The focus of the conference was on following topics: Logic, Semantics, Automata, Theory of Programming, Algorithms, Complexity, Parallel and Distributed Computing, Quantum Computing, Automata, Grammars and Formal Languages, Combinatorics on Words, Trees and Games.

The Science of Computing

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Author :
Publisher : CRC Press
ISBN 13 : 1482217694
Total Pages : 294 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis The Science of Computing by : Matti Tedre

Download or read book The Science of Computing written by Matti Tedre and published by CRC Press. This book was released on 2014-12-03 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: The identity of computing has been fiercely debated throughout its short history. Why is it still so hard to define computing as an academic discipline? Is computing a scientific, mathematical, or engineering discipline? By describing the mathematical, engineering, and scientific traditions of computing, The Science of Computing: Shaping a Discipline presents a rich picture of computing from the viewpoints of the field’s champions. The book helps readers understand the debates about computing as a discipline. It explains the context of computing’s central debates and portrays a broad perspective of the discipline. The book first looks at computing as a formal, theoretical discipline that is in many ways similar to mathematics, yet different in crucial ways. It traces a number of discussions about the theoretical nature of computing from the field’s intellectual origins in mathematical logic to modern views of the role of theory in computing. The book then explores the debates about computing as an engineering discipline, from the central technical innovations to the birth of the modern technical paradigm of computing to computing’s arrival as a new technical profession to software engineering gradually becoming an academic discipline. It presents arguments for and against the view of computing as engineering within the context of software production and analyzes the clash between the theoretical and practical mindsets. The book concludes with the view of computing as a science in its own right—not just as a tool for other sciences. It covers the early identity debates of computing, various views of computing as a science, and some famous characterizations of the discipline. It also addresses the experimental computer science debate, the view of computing as a natural science, and the algorithmization of sciences.