Advanced Color Image Processing and Analysis

The new edition of the excellent introduction to basic concepts and instrumentation of nuclear medicine, featuring numerous high-quality illustrations and practical examplesEssentials of Nuclear Medicine Physics, Instrumentation, and Radiation Biology provides a concise, highly illustrated introduction to fundamental nuclear medicine-related physics and engineering concepts. Gradually progressing from basic principles to more advanced topics, this book offers clear guidance on basic physics related to nuclear medicine, gamma camera imaging and image reconstruction, x-ray computed tomography, magnetic resonance imaging, radiopharmaceutic therapy, radiation dosimetry and safety, quality control, information technology, and more. Throughout the text, a wealth of examples illustrate the practice of nuclear medicine in the real world.This new fourth edition features fully revised content throughout, including brand-new chapters on basic MRI physics and instrumentation as well as radiopharma

The desire for humanity and the desire for security have co-existed as long as humans have been alive. As science has become increasingly sophisticated, so have the methods of self-defence by States. Nanotechnology is already changing warfare by increasing capabilities upon which armed forces are heavily reliant: more efficient energy storage, advanced photovoltaics, and improved military protective equipment to name a few of these developments. Some applications of nanomaterials by the military are both powerful and subtle, and have neurological and biological applications: 'devices that can infiltrate electronics and seize control at crucial moments, artificial “disease” agents that can rest harmlessly in victims' bodies until activated by an external signal'. The advance of the use or contemplation of use of these types of nanoscale applications by the military requires urgent analysis in light of existing international law, particularly in light of their potential effects on humans

Thoroughly updated with improved pedagogy, the fifth edition of this classic textbook continues to provide students with a clear and comprehensive introduction the fundamentals of the finite element method. New features include enhanced coverage of introductory topics in the context of simple 1D problems, providing students with a solid base from which to advance to 2D and 3D problems; expanded coverage of more advanced concepts, to reinforce students' understanding; over 30 additional solved problems; and downloadable MATLAB, Python, C, Javascript, Fortran and Excel VBA code packages, providing students with hands-on experience, and preparing them for commercial software. Accompanied by online solutions for instructors, this is the definitive text for senior undergraduate and graduate students studying a first course in the finite element method and finite element analysis, and for professional engineers keen to shore up their understanding of finite element fundamentals.

Providing a comprehensive survey of cutting-edge work on second language learning, this Handbook, written by a team of leading experts, surveys the nature of second language learning and its implications for teaching. Prominent theories and methods from linguistics, psycholinguistics, processing-based, and cognitive approaches are covered and organised thematically across sections dealing with skill development, individual differences, pedagogical interventions and approaches, and context and environment. This state-of-the-art volume will interest researchers in second language studies and language education, and will also reach out to advanced undergraduate and graduate students in these and other related areas.

An accessible analysis of the new forms of work whose seismic changes will increasingly determine the future of capitalism Automation and the decline in industrial employment have lead to rising fears of a workless future. But what happens when your work itself is the thing that will make your job obsolete? In the past few years, online crowdworking platforms - like Amazon's Mechanical Turk and Clickworker - have become an increasingly important source of work, particularly for those in the Global South. Here, small tasks are assigned to people online, and are often used to train algorithms to spot patterns, patterns through machine learning those same algorithms will then be able to spot more effectively than humans. Used for everything from the mechanics of self-driving cars to Google image search, this is an increasingly powerful part of the digital ecomomy. But what happens to work when it makes itself obsolete. In this stimulating work that blends political economy, studies of con

Data Science for COVID-19, Volume 2: Societal and Medical Perspectives presents the most current and leading-edge research into the applications of a variety of data science techniques to the detection, mitigation, treatment, and elimination of the COVID-19 virus around the world. At this point, Cognitive Data Science is the most powerful tool for researchers to fight COVID-19. Thanks to instant data-analysis and predictive techniques including Artificial Intelligence, Machine Learning, Deep Learning, Data Mining, and computational modeling for processing large amounts of data, recognizing patterns, modeling new techniques, and improving both research and treatment outcomes. Data Science for COVID-19, Volume 2 extends the coverage of Volume 1 into research on statistical data and applications of Data Science to a variety of perspectives for analysis and understanding of the wide variety of impacts COVID-19 is having on societies and medical practice around the world.

Deep learning on graphs has become one of the hottest topics in machine learning. The book consists of four parts to best accommodate our readers with diverse backgrounds and purposes of reading. Part 1 introduces basic concepts of graphs and deep learning; Part 2 discusses the most established methods from the basic to advanced settings; Part 3 presents the most typical applications including natural language processing, computer vision, data mining, biochemistry and healthcare; and Part 4 describes advances of methods and applications that tend to be important and promising for future research. The book is self-contained, making it accessible to a broader range of readers including (1) senior undergraduate and graduate students; (2) practitioners and project managers who want to adopt graph neural networks into their products and platforms; and (3) researchers without a computer science background who want to use graph neural networks to advance their disciplines.

Several developed countries are facing serious problems in medical environments owing to the aging society, and extension of healthy lifetime has become a big challenge. Biomedical engineering, in addition to life sciences and medicine, can help tackle these problems. Innovative technologies concerning minimally invasive treatment, prognosis and early diagnosis, point-of-care testing, regenerative medicine, and personalized medicine need to be developed to realize a healthy aging society. This book presents cutting-edge research in biomedical engineering from materials, devices, imaging, and information perspectives. The contributors are senior members of the Research Center for Biomedical Engineering, supported by the Ministry of Education, Culture, Sports, Science and Technology, Japan. All chapters are results of collaborative research in engineering and life sciences, and covering nanotechnology, materials, optical sensing technology, imaging technology, image processing technology

Offering a comprehensive introduction to the history of books, readers and reading in the Byzantine Empire and its sphere of influence, this volume addresses a paradox. Advanced literacy was rare among imperial citizens, being restricted by gender and class. Yet the state's economic, religious and political institutions insisted on the fundamental importance of the written record. Starting from the materiality of codices, documents and inscriptions, the volume's contributors draw attention to the evidence for a range of interactions with texts. They examine the role of authors, compilers and scribes. They look at practices such as the close perusal of texts in order to produce excerpts, notes, commentaries and editions. But they also analyse the social implications of the constant intersection of writing with both image and speech. Showcasing current methodological approaches, this collection of essays aims to place a discussion of Byzantium within the mainstream of medieval textual st

Turbulence and the associated turbulent transport of scalar and vector fields is a classical physics problem that has dazzled scientists for over a century, yet many fundamental questions remain. Igor Rogachevskii, in this concise book, systematically applies various analytical methods to the turbulent transfer of temperature, particles and magnetic field. Introducing key concepts in turbulent transport including essential physics principles and statistical tools, this interdisciplinary book is suitable for a range of readers such as theoretical physicists, astrophysicists, geophysicists, plasma physicists, and researchers in fluid mechanics and related topics in engineering. With an overview to various analytical methods such as mean-field approach, dimensional analysis, multi-scale approach, quasi-linear approach, spectral tau approach, path-integral approach and analysis based on budget equations, it is also an accessible reference tool for advanced graduates, PhD students and resea

Coffeeology 500 Piece Puzzle features a grid of 9 charming tonal illustrations from coffee house culture by artist Marisol Ortega, a first-generation Mexican-American designer, illustrator, and letterer. She is best known for her vibrant flora and fauna illustrations that play with texture, linework, bold color palettes, and organic shapes. She pulls inspiration from childhood memories of visiting her abuela's home in Michoac´n, Mexico. Galison puzzles are packaged in matte-finish sturdy boxes, perfect for gifting, reuse, and storage. An insert of the full puzzle image is also included.• 500 pieces• Box Size: 8" x 8" x 2", 203 x 203 x 51 mm• Puzzle Size: 20" x 20", 508 x 508 mm• Includes Puzzle Insert with Puzzle Image• Ribbon Cut

Internationally bestselling author Thomas Erikson has helped changed how the world thinks about behavior using a simple 4-color behavior analysis system. In Surrounded by Bad Bosses he applies that sa

Threshold Modernism reveals how changing ideas about gender and race in late nineteenth- and early twentieth-century Britain shaped - and were shaped by - London and its literature. Chapters address key sites, especially department stores, women's clubs, and city streets, that coevolved with controversial types of modern women. Interweaving cultural history, narrative theory, close reading, and spatial analysis, Threshold Modernism considers canonical figures such as George Gissing, Henry James, Dorothy Richardson, H. G. Wells, and Virginia Woolf alongside understudied British and colonial writers including Amy Levy, B. M. Malabari, A. B. C. Merriman-Labor, Duse Mohamed Ali, and Una Marson. Evans argues that these diverse authors employed the 'new public women' and their associated spaces to grapple with widespread cultural change and reflect on the struggle to describe new subjects, experiences, and ways of seeing in appropriately novel ways. For colonial writers of color, those women

This book explains psychological, sociopolitical and organisational change in multidisciplinary settings. It shows how advanced techniques of contextual analysis can be applied to complex situations and offers a new cybernetic agency paradigm based on living systems theory. It models, diagnoses, and analyses complex, realworld situations to anticipate patterns of behaviour.

Building upon the award-winning second edition, this comprehensive textbook provides a fundamental understanding of the formative processes of igneous and metamorphic rocks. Encouraging a deeper comprehension of the subject by explaining the petrologic principles, and assuming knowledge of only introductory college-level courses in physics, chemistry, and calculus, it lucidly outlines mathematical derivations fully and at an elementary level, making this the ideal resource for intermediate and advanced courses in igneous and metamorphic petrology. With over 500 illustrations, many in color, this revised edition contains valuable new material and strengthened pedagogy, including boxed mathematical derivations allowing for a more accessible explanation of concepts, and more qualitative end-of-chapter questions to encourage discussion. With a new introductory chapter outlining the “bigger picture,” this fully updated resource will guide students to an even greater mastery of petrology.

Discover scalable, dependable, and intelligent solutions to the challenges of integrating complex networked microgrids with this definitive guide to the development of cutting-edge power and data systems. Includes advanced fault management control and optimization to enable enhanced microgrid penetration without compromising reliability. Features SDN-based architectures and techniques to enable secure, reliable and fault-tolerant algorithms for resilient networked systems. Provides reachability techniques to facilitate a deeper understanding of microgrid resilience in areas with high penetration of renewables. Combining resilient control, fast programmable networking, reachability analysis, and cyber-physical security, this is essential reading for researchers, professional engineers, and graduate students interested in creating the next generation of data-intensive self-configurable networked microgrid systems, smart communities, and smart infrastructure.

The rapid development of artificial intelligence technology in medical data analysis has led to the concept of radiomics. This book introduces the essential and latest technologies in radiomics, such as imaging segmentation, quantitative imaging feature extraction, and machine learning methods for model construction and performance evaluation, providing invaluable guidance for the researcher entering the field. It fully describes three key aspects of radiomic clinical practice: precision diagnosis, the therapeutic effect, and prognostic evaluation, which make radiomics a powerful tool in the clinical setting.This book is a very useful resource for scientists and computer engineers in machine learning and medical image analysis, scientists focusing on antineoplastic drugs, and radiologists, pathologists, oncologists, as well as surgeons wanting to understand radiomics and its potential in clinical practice.

This textbook bypasses the need for advanced mathematics by providing in-text computer code, allowing students to explore Bayesian data analysis without the calculus background normally considered a prerequisite for this material. Now, students can use the best methods without needing advanced mathematical techniques. This approach goes beyond “frequentist” concepts of p-values and null hypothesis testing, using the full power of modern probability theory to solve real-world problems. The book offers a fully self-contained course, which demonstrates analysis techniques throughout with worked examples crafted specifically for students in the behavioral and neural sciences. The book presents two general algorithms that help students solve the measurement and model selection (also called “hypothesis testing”) problems most frequently encountered in real-world applications.

Based on the author's forty years of teaching experience, this unique textbook covers both basic and advanced concepts of optimization theory and methods for process systems engineers. Topics covered include continuous, discrete and logic optimization (linear, nonlinear, mixed-integer and generalized disjunctive programming), optimization under uncertainty (stochastic programming and flexibility analysis), and decomposition techniques (Lagrangean and Benders decomposition). Assuming only a basic background in calculus and linear algebra, it enables easy understanding of mathematical reasoning, and numerous examples throughout illustrate key concepts and algorithms. End-of-chapter exercises involving theoretical derivations and small numerical problems, as well as in modeling systems like GAMS, enhance understanding and help put knowledge into practice. Accompanied by two appendices containing web links to modeling systems and models related to applications in PSE, this is an essential

This textbook bypasses the need for advanced mathematics by providing in-text computer code, allowing students to explore Bayesian data analysis without the calculus background normally considered a prerequisite for this material. Now, students can use the best methods without needing advanced mathematical techniques. This approach goes beyond “frequentist” concepts of p-values and null hypothesis testing, using the full power of modern probability theory to solve real-world problems. The book offers a fully self-contained course, which demonstrates analysis techniques throughout with worked examples crafted specifically for students in the behavioral and neural sciences. The book presents two general algorithms that help students solve the measurement and model selection (also called “hypothesis testing”) problems most frequently encountered in real-world applications.

Learn Quantum Computing with Python and Q# introduces quantum computing from a practical perspective. Summary Learn Quantum Computing with Python and Q# demystifies quantum computing. Using Python and the new quantum programming language Q#, you'll build your own quantum simulator and apply quantum programming techniques to real-world examples including cryptography and chemical analysis. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Quantum computers present a radical leap in speed and computing power. Improved scientific simulations and new frontiers in cryptography that are impossible with classical computing may soon be in reach. Microsoft's Quantum Development Kit and the Q# language give you the tools to experiment with quantum computing without knowing advanced math or theoretical physics. About the book Learn Quantum Computing with Python and Q# introduces quantum computing from a practical pers

Handbook of Computational Intelligence in Biomedical Engineering and Healthcare helps readers analyze and conduct advanced research in specialty healthcare applications surrounding oncology, genomics and genetic data, ontologies construction, bio-memetic systems, biomedical electronics, protein structure prediction, and biomedical data analysis. The book provides the reader with a comprehensive guide to advanced computational intelligence, spanning deep learning, fuzzy logic, connectionist systems, evolutionary computation, cellular automata, self-organizing systems, soft computing, and hybrid intelligent systems in biomedical and healthcare applications. Sections focus on important biomedical engineering applications, including biosensors, enzyme immobilization techniques, immuno-assays, and nanomaterials for biosensors and other biomedical techniques.Other sections cover gene-based solutions and applications through computational intelligence techniques and the impact of nonlinear/un

Handbook of MARINE CRAFT HYDRODYNAMICS AND MOTION CONTROL The latest tools for analysis and design of advanced GNC systemsHandbook of Marine Craft Hydrodynamics and Motion Control is an extensive study of the latest research in hydrodynamics, guidance, navigation, and control systems for marine craft. The text establishes how the implementation of mathematical models and modern control theory can be used for simulation and verification of control systems, decision-support systems, and situational awareness systems. Coverage includes hydrodynamic models for marine craft, models for wind, waves and ocean currents, dynamics and stability of marine craft, advanced guidance principles, sensor fusion, and inertial navigation.This important book includes the latest tools for analysis and design of advanced GNC systems and presents new material on unmanned underwater vehicles, surface craft, and autonomous vehicles. References and examples are included to enable engineers to analyze existing p

Build on the foundations of elementary mechanics of materials texts with this modern textbook that covers the analysis of stresses and strains in elastic bodies. Discover how all analyses of stress and strain are based on the four pillars of equilibrium, compatibility, stress-strain relations, and boundary conditions. These four principles are discussed and provide a bridge between elementary analyses and more detailed treatments with the theory of elasticity. Using MATLAB® extensively throughout, the author considers three-dimensional stress, strain and stress-strain relations in detail with matrix-vector relations. Based on classroom-proven material, this valuable resource provides a unified approach useful for advanced undergraduate students and graduate students, practicing engineers, and researchers.

Zodiac Power 1000 Piece Puzzle features 12 zodiac illustrations from the Los Angeles based designer, Berlin Michelle. Berlin specializes in occult illustration and uses color and iconography to capture the characteristics of each zodiac sign. This is a wonderful puzzle for astrology lovers and the whole family. Galison puzzles are packaged in matte-finish sturdy boxes, perfect for gifting, reuse, and storage.• 1000 pieces• Box Size: 11.25 x 8.25 x 2", 86 x 210 x 51 mm• Puzzle Size: 27 x 20", 508 x 686 mm• Ribbon Cut Pieces• Includes Insert with full puzzle image

Featuring detailed card interpretations, reversed meanings, a variety of card layouts, tips for reading under pressure, and full-color illustrations, this comprehensive book is a one-stop resource for

Contemporary Linguistic Analysis is written and edited by leading scholars in the field. It provides an up-to-date introduction with coverage of phenomena that are of special interest and relevance to the linguistic situation in Canada. Using the generative paradigm, it offers an introduction to linguistic analysis as it is practised at this stage in the development of the discipline.This superb text gives students a solid grounding in basic linguistic concepts, but also prepares them to go on to further advanced work in the discipline.

Text is everywhere, and it is a fantastic resource for social scientists. However, because it is so abundant, and because language is so variable, it is often difficult to extract the information we want. There is a whole subfield of AI concerned with text analysis (natural language processing). Many of the basic analysis methods developed are now readily available as Python implementations. This Element will teach you when to use which method, the mathematical background of how it works, and the Python code to implement it.

Nanooptics which describes the interaction of light with matter at the nanoscale, is a topic of great fundamental interest to physicists and engineers and allows the direct observation of quantum mechanical phenomena in action. This self-contained and extensively referenced text describes the underlying theory behind nanodevices operating in the quantum regime for use both in advanced courses and as a reference for researchers in physics, chemistry, electrical engineering, and materials science. Presenting an extensive theoretical toolset for design and analysis of nanodevices, the authors demonstrate the art of developing approximate quantum models of real nanodevices. The rudimentary mathematical knowledge required to master the material is carefully introduced, with detailed derivations and frequent worked examples allowing readers to gain a thorough understanding of the material. More advanced applications are gradually introduced alongside analytical approximations and simplifying

We live in a networked world. Online social networking platforms and the World Wide Web have changed how society thinks about connectivity. Because of the technological nature of such networks, their study has predominantly taken place within the domains of computer science and related scientific fields. But arts and humanities scholars are increasingly using the same kinds of visual and quantitative analysis to shed light on aspects of culture and society hitherto concealed. This Element contends that networks are a category of study that cuts across traditional academic barriers, uniting diverse disciplines through a shared understanding of complexity in our world. Moreover, we are at a moment in time when it is crucial that arts and humanities scholars join the critique of how large-scale network data and advanced network analysis are being harnessed for the purposes of power, surveillance, and commercial gain. This title is also available as Open Access on Cambridge Core.

This landmark handbook collects in a single volume the current state of cutting-edge research on the capability approach. It includes a comprehensive introduction to the approach as well as new research from leading scholars in this increasingly influential multi-disciplinary field, including the pioneers of capability research, Martha C. Nussbaum and Amartya Sen. Incorporating both approachable introductory chapters and more in-depth analysis relating to the central philosophical, conceptual and theoretical issues of capability research, this handbook also includes analytical and measurement tools, as well as policy approaches which have emerged in the recent literature. The handbook will be an invaluable resource for students approaching the capability approach for the first time as well as for researchers engaged in advanced research in a wide range of disciplines, including development studies, economics, gender studies, political science and political philosophy.

Learn to master basic programming tasks from scratch with real-life, scientifically relevant examples and solutions drawn from both science and engineering. Students and researchers at all levels are increasingly turning to the powerful Python programming language as an alternative to commercial packages and this fast-paced introduction moves from the basics to advanced concepts in one complete volume, enabling readers to gain proficiency quickly. Beginning with general programming concepts such as loops and functions within the core Python 3 language, and moving on to the NumPy, SciPy and Matplotlib libraries for numerical programming and data visualization, this textbook also discusses the use of Jupyter Notebooks to build rich-media, shareable documents for scientific analysis. The second edition features a new chapter on data analysis with the pandas library and comprehensive updates, and new exercises and examples. A final chapter introduces more advanced topics such as floating-p

Sentiment analysis is the computational study of people's opinions, sentiments, emotions, moods, and attitudes. This fascinating problem offers numerous research challenges, but promises insight useful to anyone interested in opinion analysis and social media analysis. This comprehensive introduction to the topic takes a natural-language-processing point of view to help readers understand the underlying structure of the problem and the language constructs commonly used to express opinions, sentiments, and emotions. The book covers core areas of sentiment analysis and also includes related topics such as debate analysis, intention mining, and fake-opinion detection. It will be a valuable resource for researchers and practitioners in natural language processing, computer science, management sciences, and the social sciences. In addition to traditional computational methods, this second edition includes recent deep learning methods to analyze and summarize sentiments and opinions, and als

Singlish is the colloquial variety of English spoken in Singapore. It has sparked much public debate, but so far the complex question of what Singlish really is and what it means to its speakers has remained obscured. This important work explores some of the socio-political controversies surrounding Singlish, such as the political ideologies inherent in Singlish discourse, the implications of being restricted to Singlish for those speakers without access to standard English, the complex relationship between Singlish and migration, and the question of whether Singlish is an asset or a liability to Singaporeans. These questions surrounding Singlish illustrate many current issues in language, culture and identity in an age of rapid change. The book will be of interest to scholars and advanced students of World Englishes and sociolinguistics. Its detailed analysis of the Singlish controversy will illuminate broader questions about language, identity and globalization.

Combining clear explanations of elementary principles, advanced topics and applications with step-by-step mathematical derivations, this textbook provides a comprehensive yet accessible introduction to digital signal processing. All the key topics are covered, including discrete-time Fourier transform, z-transform, discrete Fourier transform and FFT, A/D conversion, and FIR and IIR filtering algorithms, as well as more advanced topics such as multirate systems, the discrete cosine transform and spectral signal processing. Over 600 full-color illustrations, 200 fully worked examples, hundreds of end-of-chapter homework problems and detailed computational examples of DSP algorithms implemented in MATLAB® and C aid understanding, and help put knowledge into practice. A wealth of supplementary material accompanies the book online, including interactive programs for instructors, a full set of solutions and MATLAB® laboratory exercises, making this the ideal text for senior undergraduate and

Language contact occurs when speakers of different languages interact and their languages influence one another. Drawing on the author's own first-hand observations of child and adult bilingualism, this book combines his original research with an up-to-date introduction to key concepts, to provide a holistic, original theory of contact linguistics. Going beyond a descriptive outline of contact phenomena, it introduces a theory of contact-induced language change, linking structural change to motivations in discourse and language processing. Since the first edition was published, the field has rapidly grown, and this fully revised edition covers all of the most recent developments, making it an invaluable resource for researchers and advanced students in linguistics.

Language contact occurs when speakers of different languages interact and their languages influence one another. Drawing on the author's own first-hand observations of child and adult bilingualism, this book combines his original research with an up-to-date introduction to key concepts, to provide a holistic, original theory of contact linguistics. Going beyond a descriptive outline of contact phenomena, it introduces a theory of contact-induced language change, linking structural change to motivations in discourse and language processing. Since the first edition was published, the field has rapidly grown, and this fully revised edition covers all of the most recent developments, making it an invaluable resource for researchers and advanced students in linguistics.