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Pioneering work shows how using Diagrams facilitates the design of better AI systems The publication of Diagrammatic Reasoning in AI marks an important milestone for anyone seeking to design graphical user interfaces to support decision-making and problem-solving tasks. The author expertly demonstrates how diagrammatic representations can simplify our interaction with increasingly complex information technologies and computer-based information systems. In particular, the book emphasizes how diagrammatic user interfaces can help us better understand and visualize artificial intelligence (AI) systems. It examines how diagrammatic reasoning enhances various AI programming strategies used to emulate human thinking and problem-solving, including: Expert systems Model-based reasoning Inexact reasoning such as certainty factors and Bayesian networks Logic reasoning A key part of the book is its extensive development of applications and graphical illustrations, drawing on such fields as the physical sciences, macroeconomics, finance, business logistics management, and medicine. Despite such tremendous diversity of usage, in terms of applications and diagramming notations, the book classifies and organizes diagrams around six major themes: system topology; sequence and flow; hierarchy and classification; association; cause and effect; and logic reasoning. Readers will benefit from the author's discussion of how diagrams can be more than just a static picture or representation and how diagrams can be a central part of an intelligent user interface, meant to be manipulated and modified, and in some cases, utilized to infer solutions to difficult problems. This book is ideal for many different types of readers: practitioners and researchers in AI and human-computer interaction; business and computing professionals; graphic designers and designers of graphical user interfaces; and just about anyone interested in understanding the power of diagrams. By discovering the many different types of diagrams and their applications in AI, all readers will gain a deeper appreciation of diagrammatic reasoning.
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System reliability, availability and robustness are often not well understood by system architects, engineers and developers. They often don't understand what drives customer's availability expectations, how to frame verifiable availability/robustness requirements, how to manage and budget availability/robustness, how to methodically architect and design systems that meet robustness requirements, and so on. The book takes a very pragmatic approach of framing reliability and robustness as a functional aspect of a system so that architects, designers, developers and testers can address it as a concrete, functional attribute of a system, rather than an abstract, non-functional notion.
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Discover new opportunities for building 2D and 3D games with HTML5 The newest iteration of HTML, HTML5 can be used with JavaScript, CSS3, and WebGL to create beautiful, unique, engaging games that can be played on the web or mobile devices like the iPad or Android phones. Gone are the days where games were only possible with plugin technologies such as Flash and this cutting-edge book shows you how to utilize the latest open web technologies to create a game from scratch using Canvas, HTML5 Audio, WebGL, and WebSockets. You'll discover how to build a framework on which you will create your HTML5 game. Then each successive chapter covers a new aspect of the game, including user input, sound, multiplayer functionality, 2D and 3D graphics, and more. Aims directly at a new way to develop games for the web through the use of HTML5 Demonstrates how to make iOS and Android web apps Explains how to capture player input; create 3D graphics; and incorporate textures, lighting, and sound Guides you through the process of creating a game from scratch using Canvas, HTML5 Audio, WebGL, and WebSockets By the end of this invaluable book, you will have created a fully functional game that can be played in any compatible browser or on any mobile device that supports HTML5.
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This book reviews state-of-the-art methodologies and techniques for analyzing enormous quantities of raw data in high-dimensional data spaces, to extract new information for decision making. The goal of this book is to provide a single introductory source, organized in a systematic way, in which we could direct the readers in analysis of large data sets, through the explanation of basic concepts, models and methodologies developed in recent decades. If you are an instructor or professor and would like to obtain instructor’s materials, please visit http://booksupport.wiley.com If you are an instructor or professor and would like to obtain a solutions manual, please send an email to: pressbooks@ieee.org
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Today, cyber security, cyber defense, information warfare and cyber warfare issues are among the most relevant topics both at the national and international level. All the major states of the world are facing cyber threats and trying to understand how cyberspace could be used to increase power. Through an empirical, conceptual and theoretical approach, Cyber Conflict has been written by researchers and experts in the fields of cyber security, cyber defense and information warfare. It aims to analyze the processes of information warfare and cyber warfare through historical, operational and strategic perspectives of cyber attack. It is original in its delivery because of its multidisciplinary approach within an international framework, with studies dedicated to different states – Canada, Cuba, France, Greece, Italy, Japan, Singapore, Slovenia and South Africa – describing the state’s application of information warfare principles both in terms of global development and “local” usage and examples. Contents 1. Canada’s Cyber Security Policy: a Tortuous Path Toward a Cyber Security Strategy, Hugo Loiseau and Lina Lemay. 2. Cuba: Towards an Active Cyber-defense, Daniel Ventre. 3. French Perspectives on Cyber-conflict, Daniel Ventre. 4. Digital Sparta: Information Operations and Cyber-warfare in Greece, Joseph Fitsanakis. 5. Moving Toward an Italian Cyber Defense and Security Strategy, Stefania Ducci. 6. Cyberspace in Japan’s New Defense Strategy, Daniel Ventre. 7. Singapore’s Encounter with Information Warfare: Filtering Electronic Globalization and Military Enhancements, Alan Chong. 8. A Slovenian Perspective on Cyber Warfare, Gorazd Praprotnik, Iztok Podbregar, Igor Bernik and Bojan Ticar. 9. A South African Perspective on Information Warfare and Cyber Warfare, Brett van Niekerk and Manoj Maharaj. 10. Conclusion, Daniel Ventre
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Take advantage of the growing trend in functional programming. C# is the number-one language used by .NET developers and one of the most popular programming languages in the world. It has many built-in functional programming features, but most are complex and little understood. With the shift to functional programming increasing at a rapid pace, you need to know how to leverage your existing skills to take advantage of this trend. Functional Programming in C# leads you along a path that begins with the historic value of functional ideas. Inside, C# MVP and functional programming expert Oliver Sturm explains the details of relevant language features in C# and describes theory and practice of using functional techniques in C#, including currying, partial application, composition, memoization, and monads. Next, he provides practical and versatile examples, which combine approaches to solve problems in several different areas, including complex scenarios like concurrency and high-performance calculation frameworks as well as simpler use cases like Web Services and business logic implementation. Shows how C# developers can leverage their existing skills to take advantage of functional programming Uses very little math theory and instead focuses on providing solutions to real development problems with functional programming methods, unlike traditional functional programming titles Includes examples ranging from simple cases to more complex scenarios Let Functional Programming in C# show you how to get in front of the shift toward functional programming.
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This book presents fundamentals of reliability engineering with its applications in evaluating reliability of multistage interconnection networks. In the first part of the book, it introduces the concept of reliability engineering, elements of probability theory, probability distributions, availability and data analysis. The second part of the book provides an overview of parallel/distributed computing, network design considerations, and more. The book covers a comprehensive reliability engineering methods and its practical aspects in the interconnection network systems. Students, engineers, researchers, managers will find this book as a valuable reference source.
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Data Mining for Genomics and Proteomics uses pragmatic examples and a complete case study to demonstrate step-by-step how biomedical studies can be used to maximize the chance of extracting new and useful biomedical knowledge from data. It is an excellent resource for students and professionals involved with gene or protein expression data in a variety of settings.
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The field of data mining lies at the confluence of predictive analytics, statistical analysis, and business intelligence. Due to the ever-increasing complexity and size of data sets and the wide range of applications in computer science, business, and health care, the process of discovering knowledge in data is more relevant than ever before. This book provides the tools needed to thrive in today’s big data world. The author demonstrates how to leverage a company’s existing databases to increase profits and market share, and carefully explains the most current data science methods and techniques. The reader will “learn data mining by doing data mining”. By adding chapters on data modelling preparation, imputation of missing data, and multivariate statistical analysis, Discovering Knowledge in Data, Second Edition remains the eminent reference on data mining. The second edition of a highly praised, successful reference on data mining, with thorough coverage of big data applications, predictive analytics, and statistical analysis. Includes new chapters on Multivariate Statistics, Preparing to Model the Data, and Imputation of Missing Data, and an Appendix on Data Summarization and Visualization Offers extensive coverage of the R statistical programming language Contains 280 end-of-chapter exercises Includes a companion website for university instructors who adopt the book
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Security of Energy supply is a major concern for all modern societies, intensified by skyrocketing demand in India and China and increasing international competition over fossil fuel deposits. Energy Security: An Interdisciplinary Approach gives A comparative analysis from both consumers' and producers' perspectives. It uniquely combines economics, geology, international relations, business, history, public management and political science, in one comprehensive volume, highlighting the vulnerabilities and need to move to more sustainable energy sources. The author provides a number of useful case studies to demonstrate the theory, including perspectives from consuming regions such as the United States, the European Union, and China, and from exporting regions; the Middle East, Africa, Russia and the Caspian Sea. Key features include: coverage on theoretical and empirical frameworks so readers are able to analyse concepts relevant to new laws and policies in energy security up-to-date coverage on ‘green energy', outlining research on the balance between meeting energy needs and avoiding polluting the environment an examination of the three most prominent international energy organizations; International Energy Agency, International Energy Forum, and Organization of Petroleum Exporting Countries a full Glossary listing all important terms used in the energy field This study holds important information for policymakers, politicians, energy specialists, scientists and post-graduate and final year students of energy and international relations. With its clear written style, it will also engage other professionals who are interested in international political economy and the future of global energy.
