Builds a market simulator to back test trading algorithms Implements closed-form strategies that optimize trading signals Measures liquidity risk and stress test portfolios for fire sales Analyze algorithms’ performance controlling for common trading biases Estimates price impact models using the public trading tape

1. Demonstrates the recent advances in geospatial analytics tools, technologies, and algorithms. 2. Provides insight and direction to the geospatial community regarding the future trends in scalable and intelligent geospatial analytics. 3. Exhibits recent geospatial applications and demonstrates innovative ways to use big geospatial data to address various domain-specific, real-world problems. 4. Recognizes the analytical and computational challenges posed and opportunities provided by the increased volume, velocity, and veracity of geospatial data.

This new volume introduces various VLSI (very-large-scale integration) architecture for DSP filters, speech filters, and image filters, detailing their key applications and discussing different aspects and technologies used in VLSI design, models and architectures, and more. The volume explores the major challenges with the aim to develop real-time hardware architecture designs that are compact and accurate. Knowledge of VLSI is necessary for understanding today’s contemporary hardware prospects of engineering. It is the process of creating an integrated circuit by combining millions of MOS transistors onto a single chip that is needed for handheld portable battery-operated devices that require efficient, errorless, and low-power arithmetic operation. VLSI plays a most important role in the performance of digital systems, digital signal processing (DSP), image processing applications, hardware security, quantum computing, etc. Especially in DSP systems, the algorithms of VLSI have a number of interesting characteristics that can be exploited in the design of the arithmetic circuits so that they can be implemented more efï¬ciently in terms of computation time, chip area, and power consumption. This volume, VLSI Architecture for Signal, Speech, and Image Processing, provides useful research in the field of computer arithmetic and can be applied for various arithmetic circuits, for their digital implementation schemes, and for performance considerations. It covers how computer arithmetic contributes to the era of quantum computing, hardware security, image processing, biomedical engineering, artificial intelligence, neural networks, and stochastic computing. Prepared by leading researchers in the field of computer arithmetic architecture, the state-of-the-art information presented here helps to provide a comprehensive understanding of VLSI for students, faculty, and researchers in computer science, computer engineering, and electrical and electronics engineering. It may be used as a textbook for courses on VLSI as well as a reference book.

Provides a wide range of case studies of music in film scenes, allowing instructors to pick and choose examples to focus on. Each case study is accessibly written and follows the same format, breaking down elements of the scene for students in a clear manner that invites comparisons. Organized by the type of musical use, allowing instructors to readily find examples of different types of music functions, and compare across different films.

Hybrid Computational Intelligent Systems – Modeling, Simulation and Optimization unearths the latest advances in evolving hybrid intelligent modeling and simulation of human-centric data-intensive applications optimized for real-time use, thereby enabling researchers to come up with novel breakthroughs in this ever-growing field. Salient features include the fundamentals of modeling and simulation with recourse to knowledge-based simulation, interaction paradigms, and human factors, along with the enhancement of the existing state of art in a high-performance computing setup. In addition, this book presents optimization strategies to evolve robust and failsafe intelligent system modeling and simulation. The volume also highlights novel applications for different engineering problems including signal and data processing, speech, image, sensor data processing, innovative intelligent systems, and swarm intelligent manufacturing systems. Features: A self-contained approach to integrating the principles of hybrid computational ntelligence with system modeling and simulation Well-versed foundation of computational intelligence and its application to real life engineering problems Elucidates essential background, concepts, definitions, and theories thereby putting forward a complete treatment on the subject Effective modeling of hybrid intelligent systems forms the backbone of almost every operative system in real-life Proper simulation of real-time hybrid intelligent systems is a prerequisite for deriving any real-life system solution Optimized system modeling and simulation enable real-time and failsafe operations of the existing hybrid intelligent system solutions Information presented in an accessible way for researchers, engineers, developers, and practitioners from academia and industry working in all major areas and interdisciplinary areas of hybrid computational intelligence and communication systems to evolve human-centered modeling and simulations of real-time data-intensive intelligent systems.

The focus of this book is an application of Digital Twin as a concept and an approach, based on the most accurate view on a physical production system and its digital representation of complex engineering products and systems. It describes a methodology to create and use Digital Twin in a built environment for the improvement and optimization of factory processes such as factory planning, investment planning, bottleneck analysis, and in-house material transport. The book provides a practical response based on achievements of engineering informatics in solving challenges related to the optimization of factory layout and corresponding processes. This book introduces the topic, providing a foundation of knowledge on process planning, before discussing the acquisition of objects in a factory and the methods for object recognition. It presents process simulation techniques, explores challenges in process planning, and concludes by looking at future areas of progression. By providing a holistic, trans-disciplinary perspective, this book will showcase Digital Twin technology as state-of-the-art both in research and practice.

Harnessing the Internet of Things (IoT) for Hyper-Connected Smart World explores a multitude of diverse IoT applications that provide advanced solutions for real-world problems. IoT offers tremendous potential to incorporate data-driven decision-making into every aspect of human activity, and this volume explores its use in agriculture, education, worker safety, health care, energy harvesting, and more. In addition, several chapters explore ways to improve and maintain higher performance in IoT. The diverse selection of topics addressed in the book include network on chip (NoC) as the new paradigm for system on chip (SoC) integration for maintaining high performance for IoT applications; new router designs to increase speed; the challenges of wireless underground sensor networks (WUSNs), which have a wide range of applications in military, underground sensing, testing soil traits and moisture content, pollution control and location detection, security, and detection of natural calamities. Various state-of-the-art techniques such as optimization schemes, blockchain, machine learning (ML), orthogonal frequency division multiplexing (OFDM), etc., are also discussed in the context of cognitive IoT. The volume elucidates on the uses of IoT in agriculture, discussing challenges along with solutions with the help of the latest technical smart tools to uplift the farming community, specifically IoT applications for information gathering to improve yield productivity, food and crop quality and sustainability, monitoring toxic substances and soil properties, etc. The book also covers a broad spectrum of IoT applications in the educational industry along with the challenges associated with them and how to facilitate the use of smart classroom technology. A chapter on IoT in the health care industry presents an IoT-based GPS-enabled smart jacket design comprised of smart sensors to monitor heart rate, sugar level, blood pressure, fever, and stress level. The authors also present an IoT-based Peltier air conditioner design that overcomes the limitations existing HVAC framework, a comprehensive review of various energy harvesting techniques to generate electrical power from nonconventional power sources with their merits and demerits, and much more. The book showcases the many ways that IoT can be employed for improvement in many areas of contemporary life. It will appeal to advanced students, practitioners, and researchers working in the field of IoT to integrate IoT with other technologies to develop comprehensive solutions to real-life problems.

This unique textbook presents a course on computational linear algebra. Offers many unique applications. MATLAB is used throughout.

Originally published in 1986 and a major contribution towards improving operations within transportation systems, this book provides detailed coverage of the theory of transportation networks as a general traffic and transportation discipline. It examines some of the daily difficulties encountered by traffic and transportation experts, uncovering the intricacies of vehicle routing and scheduling, crew planning and facilities placement. This problem-solving approach uses multiple numerical examples and simple mathematical methods to enable newcomers to apply the book’s solutions to the situations they encounter on the job.

Achieve awesome user experiences and performance with simple, maintainable code! Embrace the full stack of web development, from styling with Bootstrap, building an interactive user interface with Angular 4, to storing data quickly and reliably in PostgreSQL. With this fully revised new edition, take a holistic view of full-stack development to create usable, high-performing applications with Rails 5.1. Rails is a great tool for building web applications, but it's not the best at everything. Embrace the features built into your database. Learn how to use front-end frameworks. Seize the power of the application stack through Angular 4, Bootstrap, and PostgreSQL. When used together, these powerful and easy-to-use tools will open you to a new world of possibilities. This second edition is updated to cover Angular - a completely reworked front-end framework - and dives into new Postgres 9.6 features such as UPSERT. Also new is Webpack coverage, to develop the front-end code for your Rails application. Create a usable and attractive login form using Bootstrap's styles, while ensuring the database table backing it is secure using Postgres' check constraints. See how creating an advanced Postgres index for a case-insensitive search speeds up your back end - enabling you to create a dynamic user experience using Angular 4. Create reusable components that bring Bootstrap and Angular together and effectively use materialized views for caching within Postgres. Get your front end working with Webpack, use Postgres' features from migrations, and write unit tests for all of it. All of this within Rails 5.1. You'll gain the confidence to work at every level of the application stack, bringing the right solution to every problem. What You Need: This book covers Postgres 9.5, Rails 5, and Ruby 2.3. You should have some experience with basic Rails concepts and a cursory understanding of JavaScript, CSS, and SQL, but by no means need to be an expert. You'll learn how to install Postgres on your computer or use a free version of it in the cloud.

Gives a holistic approach to machine learning and data science applications, from design to deployment and quality assurance, as an overarching cyclical process; Bridges machine learning and software engineering to build a shared set of best practices useful to both academia and the industry; Discusses deployment options for different types of models and data to help practitioners reason and make informed choices. Emphasizes the role of coding standards and software architecture alongside statistical rigor to implement reproducible and scalable machine learning models Key Features: A complete guide to software engineering for machine learning and data science applications, from choosing the right hardware to analysing algorithms and designing scalable architectures. Surveys the state of the art of the software and frameworks used to build and run machine learning applications, comparing and contrasting their trade-offs. Comes with a complete case study in natural language understanding which illustrates the principles and the tools covered in the book. Code available from GitHub. Provides a multi-disciplinary view of how traditional software learning practices can be integrated with the workflows of domain experts and the unique characteristics of software in which data play a central role.

Describes the basics of aircraft flight simulation and control. Features a new chapter on the dynamics and control principles of drones and UAVs. Includes new sections, chapter problems, examples, and simulator exercises. Includes case studies of control laws. Discusses modeling and simulation for determining the aircraft’s response to typical control inputs with MATLAB®/Simulink® examples.

The decolonization of education necessarily involves a critique of dominant ideologies, pedagogies, and the current organization of education, to be replaced by what, in 1970, Paulo Freire called "the pedagogy of the oppressed." Critical Theory and Pedagogy presents a theory for decolonizing, democratizing, and reconstructing education in order to meet the challenges of a global and technological society. A democratic and intersectional reconstruction of education must build on and synthesize perspectives of classical philosophy of education, Deweyean radical pragmatism, Freirean critical pedagogy, poststructuralism, and critical theories of gender, race, class, sexuality, ethnicity, disability, indigeneity, and more, while criticizing obsolete idealist, elitist, and antidemocratic aspects of traditional concepts of education. Articulating a metatheory for the philosophy of education, while providing a historical genealogy and grounding of key themes, Critical Theory and Pedagogy argues for a democratic reconstruction of education that overcomes traditional, limiting, and oppressive aspects—what Marx and Engels saw as "the ruling ideas of the ruling class" and bell hooks reminds us includes the colonization of subjects into White, Patriarchal Capitalism—and embraces alternative pedagogies and principles suitable for the present age. This project includes developing multiple critical literacies as a response to digital technologies and developing critical pedagogies to meet the challenges of globalization, multiculturalism, and institutionalized racism, classism, and sexism, while promoting radical democratization to counter the trend toward the imposition of a neo-liberal business model of education.

The decolonization of education necessarily involves a critique of dominant ideologies, pedagogies, and the current organization of education, to be replaced by what, in 1970, Paulo Freire called "the pedagogy of the oppressed." Critical Theory and Pedagogy presents a theory for decolonizing, democratizing, and reconstructing education in order to meet the challenges of a global and technological society. A democratic and intersectional reconstruction of education must build on and synthesize perspectives of classical philosophy of education, Deweyean radical pragmatism, Freirean critical pedagogy, poststructuralism, and critical theories of gender, race, class, sexuality, ethnicity, disability, indigeneity, and more, while criticizing obsolete idealist, elitist, and antidemocratic aspects of traditional concepts of education. Articulating a metatheory for the philosophy of education, while providing a historical genealogy and grounding of key themes, Critical Theory and Pedagogy argues for a democratic reconstruction of education that overcomes traditional, limiting, and oppressive aspects—what Marx and Engels saw as "the ruling ideas of the ruling class" and bell hooks reminds us includes the colonization of subjects into White, Patriarchal Capitalism—and embraces alternative pedagogies and principles suitable for the present age. This project includes developing multiple critical literacies as a response to digital technologies and developing critical pedagogies to meet the challenges of globalization, multiculturalism, and institutionalized racism, classism, and sexism, while promoting radical democratization to counter the trend toward the imposition of a neo-liberal business model of education.

*A practical guide to Machine Learning and its applications in translation, in the specific context of translator/localizer training and education * written to be equally useful for both students on translation studies courses and professionals in the area of localization *Unlike existing titles, it focuses on bridging the gap between machine learning technology in the humanities and translation practice and takes a bottom-up, relevancy approach to Machine Learning in Translation

Written for professionals looking to build data science and analytics capabilities within their organizations as well as those who wish to expand their knowledge and advance their careers in the data space Shows how to build a fit-for-purpose data science capability in a manner that avoids the most common pitfalls Most data strategy works 'top-down' by providing technical solutions to perceived organizational needs. This book uses emergent design, an evolutionary approach that increases the chances of successful outcomes while minimising upfront investment

Unique selling point: Comprehensive tome on developing and implementing parallel and distributed systems Core audience: Computer science title for systems developers and designers Place in the market: Professional title for a niche segment of developers and programmers

The only recent book on dependability/fault-tolerance that covers both software and hardware aspects of dependability, Dependable Computing Design and Assessment addresses the new reality of dependability. After a discussion of reliability, availability, and hardware and software fault models, the authors explore hardware redundancy, coding techniques, processor-level error detection and recovery, checkpoint and recovery, software fault tolerance techniques, and network-specific issues. Ideal for both students and practitioners, the capabilities and applicability of all techniques are illustrated with examples of actual applications and systems.

This book introduces physics students to concepts and methods of finance. Despite being perceived as quite distant from physics, finance shares a number of common methods and ideas, usually related to noise and uncertainties. Juxtaposing the key methods to applications in both physics and finance articulates both differences and common features, this gives students a deeper understanding of the underlying ideas. Moreover, they acquire a number of useful mathematical and computational tools, such as stochastic differential equations, path integrals, Monte-Carlo methods, and basic cryptology. Each chapter ends with a set of carefully designed exercises enabling readers to test their comprehension.

In Citizenship and the Diaspora in the Digital Age: Farooq Kperogi and the Virtual Community, Toyin Falola examines how the members of the Nigerian diaspora create a virtual community and instrumentalize the digital age to speak about the nation and its failures, possibilities, and promises. This book depicts individuals' relationships with society and how the world's progressive shift toward technology and globalization does not disregard the concept of society and its members. As a result of this shift, people have been migrating to new places without giving up their citizenship in their home countries. This book explores how migrants are focused on the idea of a virtual community, examines how citizens' roles have evolved through time, and displays society's essential principles in this light. Furthermore, it evaluates social commentaries enhanced by the dynamics of the digital age, such as societal issues like education in Nigeria, the question of democracy, challenges facing the country, and the development of a national language. Many of these societal challenges are examined in this book from the perspective of Farooq Kperogi, who has conducted extensive studies and published on the above themes. This is balanced against emerging facts, Nigerians' positions, and disregarded realities. Kperogi's relentless writings on Nigeria make him a preeminent figure whose positions are valuable to the understanding of modern Nigeria.

Master the art of battling in Minecraft Don your armour, pick up your sword and charge headfirst into the Minecraft Combat Handbook – the only book you need to take your game to the next level. Read how to craft the deadliest weapons and enchant them with mystical powers, discover the vicious mobs that you’ll go toe-to-toe with, and learn crafty strategies that will help you best your friends in PVP. With so much to explore, there’s sure to be something for ‘crafters of every level. Try our indispensable handbooks for your Minecraft journey: Minecraft Redstone Handbook 978 0008495992 Minecraft Survival Handbook 978 0755503452 Minecraft Creative Handbook 978 0755500413 Minecraft Explorers Handbook 9780008608507 Minecraft Legends Handbook 978 0008595012 Brilliant books full of inspiration: Minecraft Bite Size Builds: 978 0755500406 Minecraft Amazing Bite Size Builds: 978 0008495954 Minecraft Super Bite Size Builds 978 0008534127 Minecraft Epic Inventions 978 0008496012 Minecraft Epic Bases: 978 1405296472 Perfect Gifts: Minecraft Maps 978 1405294546 Minecraft Blockopedia 978 0755500390 Sticker, humour and activity: Minecraft Survival Sticker Book 978 1405288552 Minecraft Sticker Adventure Treasure Hunt 978 0755503582 Minecraft Sticker Adventure Mobs Attack 978 0008533953 Minecraft Joke Book 978 1405295253 Minecraft How to Draw 978 0008534028 Minecraft Would You Rather 978 0008534028 Minecraft Catch the Creeper 978 0755503575

Final Fantasy VII altered the course of video game history when it was released in 1997 on Sony's PlayStation system. It converted the Japanese role-playing game into an international gaming standard with enhanced gameplay, spectacular cutscenes and a vast narrative involving an iconic cast. In the decades after its release, the Final Fantasy VII franchise has grown to encompass a number of video game sequels, prequels, a feature-length film, a novel and a multi-volume remake series. This volume, the first edited collection of essays devoted only to the world of Final Fantasy VII, blends scholarly rigor with fan passion in order to identify the elements that keep Final Fantasy VII current and exciting for players. Some essays specifically address the game's perennially relevant themes and scenarios, ranging from environmental consciousness to economic inequity and posthumanism. Others examine the mechanisms used to immerse the player or to improve the narrative. Finally, there are several essays devoted specifically to the game's legacy, from its influence on later games to its characters' many crossovers and cameos.

This book engages with contemporary, and often polarizing, debates surrounding the risks of adolescent use of digital media and internet technologies. By drawing on multiple research studies, the text synthesizes current understandings of the impacts of social network use, online gaming, pornography, and phenomena, including cyberbullying, cyberstalking, and internet addiction, to develop recommendations for the effective identification of at-risk youth, as well as strategies for informed communication about online risks and opportunities. It shows how media discussion of risks to children and teenagers from new technology is highly emotive and often exaggerated, rooted in the “moral panic� surrounding new cultural practices that young people engage in, but which adults do not understand. Online risks are thus conceptualized as centering on three areas, specific to adolescence, which have undergone radical changes due to new internet technology. These include young people’s identity, the types of content that are accessed, and social relationships. The author shows how these matters stem from the potential of new technology to establish new interpersonal connections, emphasizing how it brings opportunities, as much as risks. As such, he provides a uniquely balanced discussion of potential dangers, while also emphasizing the opportunities for social, academic, and personal growth which new technologies afford young people. It will be indispensable for researchers and clinicians interested in assessing levels of online risk, as well as scholars and educators with interests in cyberpsychology, social psychology, cyber culture, social aspects of computing and media, and adolescent development.

Advocates a cybersecurity “social contract� between government and business in seven key economic sectors Cybersecurity vulnerabilities in the United States are extensive, affecting everything from national security and democratic elections to critical infrastructure and economy. In the past decade, the number of cyberattacks against American targets has increased exponentially, and their impact has been more costly than ever before. A successful cyber-defense can only be mounted with the cooperation of both the government and the private sector, and only when individual corporate leaders integrate cybersecurity strategy throughout their organizations. A collaborative effort of the Board of Directors of the Internet Security Alliance, Fixing American Cybersecurity is divided into two parts. Part One analyzes why the US approach to cybersecurity has been inadequate and ineffective for decades and shows how it must be transformed to counter the heightened systemic risks that the nation faces today. Part Two explains in detail the cybersecurity strategies that should be pursued by each major sector of the American economy: health, defense, financial services, utilities and energy, retail, telecommunications, and information technology. Fixing American Cybersecurity will benefit industry leaders, policymakers, and business students. This book is essential reading to prepare for the future of American cybersecurity.