Although the terms "data mining" and "knowledge discovery and data mining" (KDDM) are sometimes used interchangeably, data mining is actually just one step in the KDDM process. Data mining is the process of extracting useful information from data, while KDDM is the coordinated process of understanding the business and mining the data in order to identify previously unknown patterns. Knowledge Discovery Process and Methods to Enhance Organizational Performance explains the knowledge discovery and data mining (KDDM) process in a manner that makes it easy for readers to implement. Sharing the insights of international KDDM experts, it details powerful strategies, models, and techniques for managing the full cycle of knowledge discovery projects. The book supplies a process-centric view of how to implement successful data mining projects through the use of the KDDM process. It discusses the implications of data mining including security, privacy, ethical and legal considerations. Provides an introduction to KDDM, including the various models adopted in academia and industry Details critical success factors for KDDM projects as well as the impact of poor quality data or inaccessibility to data on KDDM projects Proposes the use of hybrid approaches that couple data mining with other analytic techniques (e.g., data envelopment analysis, cluster analysis, and neural networks) to derive greater value and utility Demonstrates the applicability of the KDDM process beyond analytics Shares experiences of implementing and applying various stages of the KDDM process in organizations The book includes case study examples of KDDM applications in business and government. After reading this book, you will understand the critical success factors required to develop robust data mining objectives that are in alignment with your organization’s strategic business objectives.

This practical book explains the process of landscape photography, leading you easily through the stages of editing an image to lift your photographs and bring out the image you captured at the taking stage. Topics covered include: screen grabs, black and white landscapes, combining photos into realistic high-dynamic-range images, creating stitched panoramas, popular plug-ins for Photoshop, and shortcuts and keystrokes to speed-up your Photoshop work. With step-by-step instructions and practical advice, this book an essential guide for photographers keen to capture the true beauty of a scene.

- The book discusses the recent techniques in NGS data analysis which is the most needed material by biologists (students and researchers) in the wake of numerous genomic projects and the trend toward genomic research. - The book includes both theory and practice for the NGS data analysis. So, readers will understand the concept and learn how to do the analysis using the most recent programs. - The steps of application workflows are written in a manner that can be followed for related projects. - Each chapter includes worked examples with real data available on the NCBI databases. Programming codes and outputs are accompanied with explanation. - The book content is suitable as teaching material for biology and bioinformatics students. Meets the requirements of a complete semester course on Sequencing Data Analysis Covers the latest applications for Next Generation Sequencing Covers data reprocessing, genome assembly, variant discovery, gene profiling, epigenetics, and metagenomics

How we interface and interact with computing, communications and entertainment devices is going through revolutionary changes, with natural user inputs based on touch, voice, and vision replacing or augmenting the use of traditional interfaces based on the keyboard, mouse, joysticks, etc. As a result, displays are morphing from one-way interface devices that merely show visual content to two-way interaction devices that provide more engaging and immersive experiences. This book provides an in-depth coverage of the technologies, applications, and trends in the rapidly emerging field of interactive displays enabled by natural human-interfaces. Key features: * Provides a definitive reference reading on all the touch technologies used in interactive displays, including their advantages, limitations, and future trends. * Covers the fundamentals and applications of speech input, processing and recognition techniques enabling voice-based interactions. * Offers a detailed review of the emerging vision-based sensing technologies, and user interactions using gestures of hands, body, face, and eye gazes. * Discusses multi-modal natural user interface schemes which intuitively combine touch, voice, and vision for life-like interactions. * Examines the requirements and technology status towards realizing true 3D immersive and interactive displays.

If you're a web designer or app developer interested in sophisticated page styling, improved accessibility, and less time and effort expended, this book is for you. This revised fifth edition provides a comprehensive guide to CSS implementation along with a thorough review of the latest CSS specifications. Authors Eric Meyer and Estelle Weyl show you how to improve user experience, speed development, avoid potential bugs, and add life and depth to your applications through layout, transitions and animations, borders, backgrounds, text properties, and many other tools and techniques. We read the specs so you don't have to! This guide covers: Selectors, specificity, and the cascade, including information on the new cascade layers New and old CSS values and units, including CSS variables and ways to size based on viewports Details on font technology and ways to use any available font variants Text styling, from basic decoration to changing the entire writing mode Padding, borders, outlines, and margins, now discussed in terms of the new block- and inline-direction layout paradigm used by modern browsers Colors, backgrounds, and gradients, including the conic gradients Accessible data tables Flexible box and grid layout systems, including new subgrid capabilities 2D and 3D transforms, transitions, and animation Filters, blending, clipping, and masking Media, feature, and container queries

* A useful summary of the findings of a project researching the use of information communication technologies (ICTs) for development* Includes a functional best practice framework--who should do what, and when--and suggestions for further research* Features a review of the literature and illustrates lessons learned through the example of a case study of a project in PeruThis paper summarizes the findings from a research project conducted by ITDG and Cranfield School of Management (Bedford, U.K.) into using ICTs (like the Internet or mobile telephony) to share information with people at grassroots level "connecting the first mile."Across the world, development agencies are piloting projects to use ICTs to provide people with improved access to up-to-date information, equip them with new skills, or connect them to an international market. Evidence suggests that many of these projects are not succeeding. "Connecting the First Mile" outlines the challenges involved in sharing information with people who have little experience with ICTs, low levels of literacy, little time or money, and very specific knowledge and language requirements. It provides a best practice framework that embraces many applications of ICT (eg for agriculture, e-governance etc.) and many technologies, and it includes suggestions for further research.Of interest to Development, and ICT for Development: practitioners, students, academics, and donor organizations.

By the end of this decade, AI will exceed human levels of intelligence. During the 2030s, it will become ‘superintelligent’, vastly outstripping our capabilities and enabling dramatic interventions in our bodies. By 2045, we will be able to connect our brains directly with AI, enhancing our intelligence a millionfold and expanding our consciousness in ways we can barely imagine. This is the Singularity.

Ray Kurzweil is one of the greatest inventors of our time with over 60 years’ experience in the field of Artificial Intelligence, whose long-range predictions about the rise of the internet, AI and bioengineering have all borne out. In this visionary, fundamentally optimistic book, Kurzweil explains how the Singularity will occur, explores what it will mean to live free from the limits of biology and argues that we can and will transform life on Earth profoundly for the better.

Inspired by the format of Frequently Asked Questions, SWIPE presents questions about the smartphone that users might (not) have frequently asked themselves. In order to reflect the endlessly diverse and dynamic content users daily swipe for on their smartphone, these questions are not followed by single sentences, but by image collections consisting of Internet-found visuals. Contemporary writers and artists help you embrace your newly acquired knowledge by guiding you through reflective visions of the age of the smartphone. In SWIPE you will encounter five categories that offer guidance. SURVIVAL speaks about how the smartphone helps users survive, and whether it itself will survive. SENSE OF SELF reflects on how the user's being is constructed by the smartphone, and vice versa. HABITS focuses on the user's daily use of the smartphone, and how its constant presence shapes daily life. RESOURCES speaks about how nature and users give power to the smartphone. And lastly, EXISTENTIAL CRISIS reflects on how the smartphone is used to escape the anxieties of real-life.

ITIL 4 is the latest evolution of the leading best-practice framework for ITSM (IT service management). It has been significantly updated from ITIL v3 and addresses new ITSM challenges, includes new technologies and incorporates new ways of working. ITIL Foundation Essentials - ITIL 4 Edition* is the ultimate revision guide for candidates preparing for the ITIL 4 Foundation exam. It is fully aligned with the Foundation course syllabus and gives a clear and concise overview of the facts. You can use it in place of writing revision notes, giving you more time to focus on learning the information you need to pass the exam. Whether you are taking an ITIL 4 Foundation training course or are a self-study candidate, new to the framework or looking to upgrade your ITIL 2011 certification, this guide is the essential companion. It: -Provides definitions of the key terms and concepts used in ITIL 4; -Presents detailed information in clear, user-friendly and easy-to-follow ways through tables, bullet points and diagrams; and -Explains the key figures and diagrams in the ITIL syllabus. New for the ITIL 4 Edition: -Fully updated to reflect the changes introduced in ITIL 4. -New sections on the guiding principles of ITIL and the four dimensions of service management. -Updated overview of the ITIL Foundation exam.

`Two years ago, I taught an introductory level course on eGovernment. If only I had had this book to draw upon at the time.... I strongly recommend this text to students of eGovernment, whether in universities or the public sector. Each can read the book at a different level and can reap significant gain from the variety of material available. The chapters are well organized, as is the comprehensive index, while academic readers will appreciate the extensive bibliography' - Information Technology for Development Implementing and Managing eGovernment fills an important gap. It provides comprehensive coverage of the e-government issues faced by managers, consultants and other practitioners. Richard Heeks draws on international examples to guide readers through crucial e-government management issues such as the management of strategy and projects; data security; quality; people, money and policies, and dealing with political and ethical challenges. The second part of the book focuses on the implementation of e-government systems. It explores activities such as: feasibility studies, system analysis, system design, construction and marketing. Instructive diagrams, synoptic models and case studies underpin the book's content while class and practitioner assessments will help readers monitor their understanding. Additional material is also available on a companion Website. This book will be welcomed by students pursuing an MPA, undergraduates studying public policy and administration, and practitioners on government in-service training.

This book offers an original and informative view of the development of fundamental concepts of computability theory. The treatment is put into historical context, emphasizing the motivation for ideas as well as their logical and formal development. In Part I the author introduces computability theory, with chapters on the foundational crisis of mathematics in the early twentieth century, and formalism. In Part II he explains classical computability theory, with chapters on the quest for formalization, the Turing Machine, and early successes such as defining incomputable problems, c.e. (computably enumerable) sets, and developing methods for proving incomputability. In Part III he explains relative computability, with chapters on computation with external help, degrees of unsolvability, the Turing hierarchy of unsolvability, the class of degrees of unsolvability, c.e. degrees and the priority method, and the arithmetical hierarchy. Finally, in the new Part IV the author revisits the computability (Church-Turing) thesis in greater detail. He offers a systematic and detailed account of its origins, evolution, and meaning, he describes more powerful, modern versions of the thesis, and he discusses recent speculative proposals for new computing paradigms such as hypercomputing.  This is a gentle introduction from the origins of computability theory up to current research, and it will be of value as a textbook and guide for advanced undergraduate and graduate students and researchers in the domains of computability theory and theoretical computer science. This new edition is completely revised, with almost one hundred pages of new material. In particular the author applied more up-to-date, more consistent terminology, and he addressed some notational redundancies and minor errors. He developed a glossary relating to computability theory, expanded the bibliographic references with new entries, and added the new part described above and other new sections.

A compelling firsthand investigation of how social media and big data have amplified the close relationship between privacy and inequality   Online privacy is under constant attack by social media and big data technologies. But we cannot rely on individual actions to remedy this—it is a matter of social justice. Alice E. Marwick offers a new way of understanding how privacy is jeopardized, particularly for marginalized and disadvantaged communities—including immigrants, the poor, people of color, LGBTQ+ populations, and victims of online harassment.   Marwick shows that few resources or regulations for preventing personal information from spreading on the internet. Through a new theory of “networked privacy,� she reveals how current legal and technological frameworks are woefully inadequate in addressing issues of privacy—often by design. Drawing from interviews and focus groups encompassing a diverse group of Americans, Marwick shows that even heavy social media users care deeply about privacy and engage in extensive “privacy work� to protect it. But people are up against the violation machine of the modern internet. Safeguarding privacy must happen at the collective level.

At some point in your career, you'll realize there's more to being a software engineer than dealing with code. Is it time to become a manager? Or join a startup? In this insightful and entertaining book, Michael Lopp recalls his own make-or-break moments with Silicon Valley giants such as Apple, Slack, Pinterest, Palantir, Netscape, and Symantec to help you make better, more mindful career decisions. With more than 40 stand-alone stories, Lopp walks through a complete job lifecycle, starting with the interview and ending with the realization that it might be time to move on. You'll learn how to handle baffling circumstances in your job, understand what you want from your career, and discover how to thrive in your workplace. Learn how to navigate areas of your job that don't involve writing code Identify how the aspects you enjoy will affect your next career steps Build and maintain key relationships and interactions within your community Make choices that will help you have a deliberate career Recognize what's important to your manager and work on things that matter

This book presents best selected research papers presented at Innovation in Sustainable Energy and Technology India (ISET 2020), organized by Energy Institute Bangalore (A unit of RGIPT, an Institute of National Importance), India, during 3-4 December 2020. The book covers various topics of sustainable energy and technologies which includes renewable energy (solar photovoltaic, solar thermal and CSP, biomass, wind energy, micro hydro power, hydrogen energy, geothermal energy, energy materials, energy storage, hybrid energy), smart energy systems (electrical vehicle, cybersecurity, charging infrastructures, IOT & AI, waste management, PHEV (CNG/EV) and mobility (smart grids, IOT & AI, energy-efficient buildings, mart agriculture).

Different Engines investigates the emergence of technologies in Latin America to create images, sounds, video games, and physical interactions. The book contributes to the construction of a historiographical and theoretical framework for understanding the work of creators who have been geographically and historically marginalized through the study of five exemplary and yet relatively unknown artifacts built by engineers, scientists, artists, and innovators. It offers a broad and detailed view of the complex and sometimes unlikely conditions under which technological innovation is possible and of the problematic logics under which these innovations may come to be devalued as historically irrelevant. Through its focus on media technologies, the book presents the interactions between technological and artistic creativity, working towards a wider understanding of the shifts in both fields that have shaped current perceptions, practices, and design principles while bringing into view the personal, social, and geopolitical singularities embodied by particular devices. It will be an engaging and insightful read for scholars, researchers, and students across a wide range of disciplines, such as media studies, art and design, architecture, cultural history, and the digital humanities.

This volume, like those prior to it, features chapters by experts in various fields of computational chemistry. Two chapters focus on molecular docking, one of which relates to drug discovery and cheminformatics and the other to proteomics. In addition, this volume contains tutorials on spin-orbit coupling and cellular automata modeling, as well as an extensive bibliography of computational chemistry books.

FROM REVIEWS OF THE SERIES "Reviews in Computational Chemistry remains the most valuable reference to methods and techniques in computational chemistry."—JOURNAL OF MOLECULAR GRAPHICS AND MODELLING

"One cannot generally do better than to try to find an appropriate article in the highly successful Reviews in Computational Chemistry. The basic philosophy of the editors seems to be to help the authors produce chapters that are complete, accurate, clear, and accessible to experimentalists (in particular) and other nonspecialists (in general)."—JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

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This is the first book available on the market that shows people how to create more advanced data visualizations in the Excel software tool. It provides step-by-step instructions and downloadable Excel files, that readers can use to expand how they use Excel and communicate their data to their audiences.

Computational Modelling and Simulation of Aircraft and the Environment, Volume 2: Aircraft Dynamics Dominic J. Diston, Engineering Consultant This book provides a comprehensive guide to modelling and simulation from basic physical and mathematical principles, giving the reader sufficient information to be able to build computational models of aircraft for the purposes of simulation and evaluation Highly relevant to practitioners, it takes into account the multi-disciplinary nature of aerospace products and the integrated nature of the models needed in order to represent them. Volume 1- Platform Kinematics and Synthetic Environment focused on the modelling of a synthetic environment in which aircraft operate and its spatial relationship with vehicles that are situated and moving within it. This volume focuses on the modelling of aircraft and the interpretation of their flight dynamics. Key features: Includes chapters on equations of motion, fixed-wing aerodynamics, longitudinal flight and gas turbines, as well as an opening chapter that presents an overview of flight modelling and a concluding chapter that presents a number of additional topics (such as aircraft structures and embedded systems). Serves as both a student text and practitioner reference. Follows on from previous Aerospace series titles, offering a complementary view of vehicles and systems from the perspectives of mathematics, physics and simulation. This book offers a comprehensive guide for senior, graduate and postgraduate students of aerospace engineering as well as professional engineers involved in the modelling and simulation of aircraft.