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Advanced Applications of Natural Language Processing for Performing Information Extraction (SpringerBriefs in Speech Technology)
by António Teixeira Mário RodriguesThis book explains how can be created information extraction (IE) applications that are able to tap the vast amount of relevant information available in natural language sources: Internet pages, official documents such as laws and regulations, books and newspapers, and social web. Readers are introduced to the problem of IE and its current challenges and limitations, supported with examples. The book discusses the need to fill the gap between documents, data, and people, and provides a broad overview of the technology supporting IE. The authors present a generic architecture for developing systems that are able to learn how to extract relevant information from natural language documents, and illustrate how to implement working systems using state-of-the-art and freely available software tools. The book also discusses concrete applications illustrating IE uses. · Provides an overview of state-of-the-art technology in information extraction (IE), discussing achievements and limitations for the software developer and providing references for specialized literature in the area · Presents a comprehensive list of freely available, high quality software for several subtasks of IE and for several natural languages · Describes a generic architecture that can learn how to extract information for a given application domain
Advanced Applied Deep Learning: Convolutional Neural Networks and Object Detection
by Umberto MichelucciDevelop and optimize deep learning models with advanced architectures. This book teaches you the intricate details and subtleties of the algorithms that are at the core of convolutional neural networks. In Advanced Applied Deep Learning, you will study advanced topics on CNN and object detection using Keras and TensorFlow. Along the way, you will look at the fundamental operations in CNN, such as convolution and pooling, and then look at more advanced architectures such as inception networks, resnets, and many more. While the book discusses theoretical topics, you will discover how to work efficiently with Keras with many tricks and tips, including how to customize logging in Keras with custom callback classes, what is eager execution, and how to use it in your models. Finally, you will study how object detection works, and build a complete implementation of the YOLO (you only look once) algorithm in Keras and TensorFlow. By the end of the book you will have implemented various models in Keras and learned many advanced tricks that will bring your skills to the next level.What You Will Learn See how convolutional neural networks and object detection workSave weights and models on diskPause training and restart it at a later stage Use hardware acceleration (GPUs) in your codeWork with the Dataset TensorFlow abstraction and use pre-trained models and transfer learningRemove and add layers to pre-trained networks to adapt them to your specific projectApply pre-trained models such as Alexnet and VGG16 to new datasets Who This Book Is For Scientists and researchers with intermediate-to-advanced Python and machine learning know-how. Additionally, intermediate knowledge of Keras and TensorFlow is expected.
Advanced Arabic Literary Reader: For Students of Modern Standard Arabic
by Jonas Elbousty Muhammad AzizAdvanced Arabic Literary Reader is a truly representative collection of literary extracts from across the Arabic-speaking world. Extracts from each country in the Arab world have been carefully selected, with a balance of both male and female writers and prominent and emerging voices, providing a unique window into the Arab world. ? Suitable for both class use and independent study, each extract is supported by an introduction to the author, pre-reading activities, comprehension questions and discussion questions. These activities are designed to help learners expand and reinforce their vocabulary, develop their oral and written proficiency and stimulate further exploration of the cultural and historical background of the texts. ? Written entirely in Arabic, the Advanced Arabic Literary Reader is an essential text for advanced students who wish to further their reading, speaking, and writing ability in Modern Standard Arabic. Free audio recordings of the extracts are available online at www.routledge.com/books/details/9781138828698/ to enable students to improve listening skills.
Advanced Arduino Techniques in Science: Refine Your Skills and Projects with PCs or Python-Tkinter
by Richard J. SmytheIf you’re already a comfortable programmer, familiar with your single board computer and microcontroller, and are ready to refine your projects, then let’s get started! This book covers advanced methods and techniques for creating, implementing, monitoring and controlling your experiments and projects with your Raspberry Pi and Arduino. Projects will use Python and the Tkinter GUI and will also cover software development for adding real time data display to the Raspberry Pi.You'll review concepts of frequency occurring in nature and the techniques used to measure the frequency of electrically varying signal voltages. You'll also study procedures for safe design, implementation and operation of experimental measurement systems operating at high heats and high temperatures. Throughout the book you'll look at sources and types of errors, and best practices for minimizing and reducing them.Often times there are simple environmental issues hindering what would seem to be simple projects: high temperatures, controlling the power for elevated temperature with the proportional integral and derivative (PID) algorithm, and the limitations imposed by eight bit code, the influence of noise and errors in measured data, and many more. Advanced Arduino Techniques in Science provides the best tools to move past those restrictions. What You’ll LearnImplement an experimental control system and graphical data display for the Raspberry Pi and ArduinoManage experimental control with PID algorithm implementation, tuning and limitations imposed by eight bit digital signalsBuild an analytical front end Examine data smoothing capability of the Kalman filterExplore available methods for measuring both high and low frequency values in electronic signalsWho This Book Is ForEducators, researchers, students, makers, citizen scientists, or hobbyists can all extend their measuring capability or improve upon the quality of their collected data. The book is directed to those with intermediate skills in programming and those who are comfortable with Python programming and Arduino C.
Advanced Artificial Intelligence and Robo-Justice
by Georgios I. ZekosThe book deals with digital technology which is transforming the landscape of dispute resolution. It illustrates the application of AI in the legal field and shows the future prospect of robo-justice for an AAI society in the advanced artificial intelligence era. In other words, the present justice system and the influence of current AI upon courts and arbitration are investigated. The transforming role of AI on all legal fields is examined thoroughly by giving answers concerning AI legal personality and liability. The analysis shows that digital technology is generating an ever-growing number of disputes and at the same time is challenging the effectiveness and reach of traditional dispute resolution avenues. To that extent, the book presents in tandem the impact of AI upon courts and arbitration, and reveals the role of AAI in generating a new robo-justice system.Finally, the end of the perplexing relation of courts and arbitration is evidenced methodically and comprehensively.
Advanced Aseptic Processing Technology (Drugs and the Pharmaceutical Sciences)
by James Agalloco James AkersThe preparation of sterile products using aseptic processing is considered perhaps the most critical process in the pharmaceutical industry and has witnessed continual improvement over the last half century. New approaches that have transformed classical aseptic production methods are appearing almost daily. This book reviews emerging technologies
Advanced Assessment: Interpreting Findings And Formulating Differential Diagnoses
by Mary Jo Goolsby Laurie GrubbsYour essential guide in the assessment and diagnostic process. Step by step, you’ll hone your ability to perform effective health assessments, obtain valid data, interpret the findings, and recognize the range of conditions that can be indicated by specific findings to reach an accurate differential diagnosis. You’ll have coverage of 170 conditions and symptoms across the lifespan at your fingertips.
Advanced Attitude Control of Satellite: A Modeling Error Compensation Approach
by Bing Xiao Lu Cao Zhaoyue Chen Jingwen XuThis book focuses on the high-accuracy attitude control system design and approaches for satellite with modeling error including system uncertainties, actuator faults, and disturbances. It presents a systematically and almost self-contained description of the many facets of envisaging, designing, implementing, or experimentally exploring modeling error compensation-based attitude control of satellites. The advanced treatment of practical issues in satellite attitude compensation control is one of the major features of the book, which is particularly suited for readers who are interested to learn the latest solutions in attitude control system design of satellites. The book intends to provide a unified platform for understanding and applicability of the modeling error compensation-based attitude control for different purposes in aerospace engineering and some related fields. It can benefit researchers, engineers, and graduate students in the fields of attitude control of satellites and other unmanned systems, aerospace engineering, etc.
Advanced Audio Visualization Using ThMAD: Creating Amazing Graphics with Open Source Software
by Peter SpäthLearn advanced techniques and improve your audio visualization skills with Thinking Machine Audio Dreams (ThMAD). With this book, you can concentrate on advanced examples and usage patterns, including using shaders in a more profound way, and how to incorporate ThMAD into a tool chain using the professional sound server JACK.
Advanced Australia: The Politics of Ageing
by Mark ButlerAdvanced Australia explores the politics of ageing in Australia. The addition of 25 years to average life expectancy in Australia over the past century is a monumental achievement, but many commentators are greeting the prospect of Australians living longer with horror. The ageing of Australia's baby boomers will sharpen this debate, both because of the size of their generation, as well as their history of reshaping every phase of life in their own image. Ageing will dominate Australian politics for years to come, touching almost every area of policy—retirement incomes, housing, employment, urban design and more. Advanced Australia makes the case for a much more positive approach to ageing that celebrates the continuing contribution older Australians make to our community.
Advanced Author Editing: How to Create Cleaner Manuscripts (Author Level Up #15)
by M.L. RonnAn advanced book to help you improve your editing and create cleaner manuscripts! Have you ever scrolled through edits recommended by your book editor and thought, "How can I avoid some of these mistakes next time?" Maybe you've written down a list of "problem edits" to check with every manuscript you write (which is super time-consuming!) What if there were another way to use automation and existing tools on your computer to cut down on the number of typos and errors in your work? In this short guide, prolific author M.L. Ronn covers the process he's used to reduce the number of edits from his editor significantly. He also includes companion videos to help you see the more technical side of things. This book is not for the faint of heart, and it is primarily for intermediate and advanced authors who aren’t afraid to get technical. But if you use the tips in this book, it will take your editing to new levels. V1.0
Advanced Autogenic Training and Primal Awareness: Techniques for Wellness, Deeper Connection to Nature, and Higher Consciousness
by James EndredyA step-by-step guide to optimize health, reconnect with Nature, and access the vast knowledge of the universe through autogenic training • Provides step-by-step instructions for 40 autogenic and primal mind techniques • Explains how to add healing affirmations and visualizations to autogenic practice as well as work with colors and chakras • Includes techniques to restore our primal connection to the world of Nature through practices such as Forest Bathing, Nature’s Breath, and Feeling in the Dark Developed by German doctor Johannes Schultz in the early 20th century, autogenic training teaches you how to use the mind-body connection to influence and regulate the body’s normally involuntary autonomic functions by passively tapping into your central and peripheral nervous systems. Often used for stress relief, autogenic training can also be used for asthma, chronic pain, migraines, constipation, anxiety, panic attacks, and a host of other conditions. In this book, James Endredy takes autogenic training to a new level, revealing how to use AT practices to optimize health as well as reawaken your senses, reconnect with Nature and tap into the vast knowledge and power of the universe. Beginning with the 7 standard formulas of AT, the author provides step-by-step instructions for 40 AT and primal mind techniques. He explains how to add specific healing affirmations and visualizations to your AT practice as well as how to work with colors and the chakras. He offers advanced trainings to rekindle your primal touch sensitivity, experience enhanced sight and hearing, and awaken your primal sense of smell. He reveals how to use AT to restore our primal connection to the world of Nature through practices such as Forest Bathing, Nature’s Breath, and Primal Fire Connection. Drawing on more than 25 years of experience living and working with indigenous cultures, including the Huichol, Iroquois, Sioux, Maya, and Hopi, Endredy shows how, much like a vision quest, this unique combination of AT and primal mind awareness offers rites of passage sorely missing from modern life. It gives you the tools to go deeper into your physiological being, to directly experience how we relate to the world, and to reconnect with the ancient wisdom within each of us.
Advanced Automation for Tree Fruit Orchards and Vineyards (Agriculture Automation and Control)
by Qin Zhang Stavros G. VougioukasModern tree fruit orchards and vineyards constitute complex production systems that are exposed to highly dynamic and stochastic natural, financial and societal forces, and face demands for increased production using fewer resources, with reduced environmental impact. Successful operation of orchards and vineyards under these conditions is practically impossible without careful and extensive use of state-of-the-art automation technologies and careful planning of future operations (e.g., training systems when replanting) that can be enabled by knowledge of emerging technologies and future trends. Also, improvement of existing automation technologies and development of novel future systems cannot be accomplished without a working understanding of the tree and vine biological production systems, their management needs, and the capabilities and limitations of existing automation systems. The book aims to provide the necessary knowledge to achieve the above goals in a way that can engage readers without engineering or horticultural backgrounds.
Advanced Automotive Fault Diagnosis, 4th ed: Vehicle Maintenance and Repair
by Tom DentonLearn all the skills you need to pass Level 3 and 4 Vehicle Diagnostic courses from IMI, City and Guilds and BTEC, as well as higher levels, ASE, AUR and other qualifications. Advanced Automotive Fault Diagnosis explains the fundamentals of vehicle systems and components and examines diagnostic principles as well as the latest techniques employed in effective vehicle maintenance and repair. Diagnostics, or fault finding, is an essential part of an automotive technician's work, and as automotive systems become increasingly complex there is a greater need for good diagnostics skills. For students new to the subject, this book will help to develop these skills, but it will also assist experienced technicians to further improve their performance and keep up with recent industry developments. Checked and endorsed by the Institute of to him to ensure that it is ideal for both independent and tutor-based study Diagnostics case studies to help you put the principles covered into real-life context Useful margin features throughout, including definitions, key facts and 'safety first' considerations
Advanced Automotive Fault Diagnosis: Automotive Technology: Vehicle Maintenance and Repair
by Tom DentonDiagnostics: Test don’t guess. Learn all the skills you need to pass Level 3 and 4 Vehicle Diagnostics courses from IMI, City & Guilds, and BTEC, as well as ASE, AUR, and other higher-level qualifications. Along with 25 new real-life case studies, this fifth edition of Advanced Automotive Fault Diagnosis includes new content on diagnostic tools and equipment: VCDS, decade boxes, scanners, pass through, sensor simulators, break out boxes, multimeter updates for HV use, and more . It explains the fundamentals of vehicle systems and components, and it examines diagnostic principles and the latest techniques employed in effective vehicle maintenance and repair. Diagnostics, or faultfinding, is an essential part of an automotive technician's work, and as automotive systems become increasingly complex there is a greater need for good diagnostic skills. Ideal for students, included throughout the text are useful definitions, key facts, and ‘safety first’ notes. This text will also assist experienced technicians to further improve their performance and keep up with recent industry developments.
Advanced Automotive Welding
by Jerry UttrachiWith Advanced Automotive Welding, beginner to intermediate skill-level welders will be able to improve and complete more advanced projects. Using the techniques revealed in this book, you will be able to fabricate body panels, frames, and any number of structural and functional automotive components, and perform structural repair. Take your welding skills to the next level with this book.
Advanced Avionics Handbook: FAA-H-8083-6 (FAA Handbooks Ser.)
by Federal Aviation AdministrationThe Federal Aviation Administration's Advanced Avionics Handbook is a critical tool for anyone seriously interested in flying modern airplanes. As modern technology continues to revolutionize the science of flight, it is the responsibility of every pilot, student, and flight engineer to be up to date on the most advanced avionics equipment available. This easy to read handbook introduces pilots and other readers to flight operations in aircrafts with the latest integrated "glass cockpit" advanced avionics systems.
Advanced Bach Flower Therapy: A Scientific Approach to Diagnosis and Treatment
by Götz BlomeA major advancement in the scientific use of flower essences. • Lists 200 clinically proven combinations of Bach Flower essences for treating specific conditions. • Targets the source of problems, not their outer manifestations. Each of us has a unique psychic structure that affects our emotions, thoughts, and actions. We can develop harmoniously or have unbalanced reactions that can cause illness and psychosomatic conditions. The strength of Bach Flower therapy lies in its ability to treat these pathologies, restore balance, and free us from the physical manifestations of problems that are often psychic and emotional in origin. An indispensable addition to existing Bach Flower works, Advanced Bach Flower Therapy contains three significant new features that are essential for reliable diagnosis and treatment, and make practical use much easier: • A new comprehensive, psychologically sensitive explanation for each individual remedy • A detailed description of more than 200 proven combinations that target the source of the problem rather than simply addressing its symptoms • A comprehensive repertory of symptoms and illnesses with extensive advice and suggestions for treatment User-friendly and scientifically rigorous, Advanced Bach Flower Therapy is the most important tool yet for anyone wishing to develop a deeper understanding of the benefits of floral essences.
Advanced Backend Code Optimization
by Sid Touati Benoit Dupont de DinechinThis book is a summary of more than a decade of research in the area of backend optimization. It contains the latest fundamental research results in this field. While existing books are often more oriented toward Masters students, this book is aimed more towards professors and researchers as it contains more advanced subjects.It is unique in the sense that it contains information that has not previously been covered by other books in the field, with chapters on phase ordering in optimizing compilation; register saturation in instruction level parallelism; code size reduction for software pipelining; memory hierarchy effects and instruction level parallelism.Other chapters provide the latest research results in well-known topics such as register need, and software pipelining and periodic register allocation.
Advanced Basic Meta-analysis: Version 1.10
by Brian MullenIn response to the growing emphasis on precision in the summarization and integration of research literature, Advanced BASIC Meta-Analysis presents an overview of strategies, techniques, and procedures used in meta-analysis. The book and software provide an integrated and comprehensive combination of meta-analytic tools for the statistical integration of independent study results. Advanced BASIC Meta-Analysis has three distinct goals: * to provide a clear and user-friendly introduction to the procedures and rules of effective meta-analytic integration; * to present the implicit assumptions and strategies that guide successful meta-analytic integrations; and * to develop a meta-analytic database management system that allows users to create, modify, and update a database, including the relevant statistical information and predictors, for a given research domain. The companion software system allows users to perform a full complement of meta-analytic statistical functions with the speed and flexibility of a database management system. It can also construct a wide array of meta-analytic graphic displays. This text and software package serves as a useful introduction to the quantitative assessment of research domains for those new to meta-analyses. It is also a valuable sourcebook for those who have already conducted meta-analyses.
Advanced Battery Management System for Electric Vehicles (Key Technologies on New Energy Vehicles)
by Xinhua Liu Cheng Zhang Shichun Yang Shen LiThe battery management system (BMS) optimizes the efficiency of batteries under allowable conditions and prevents serious failure modes. This book focuses on critical BMS techniques, such as battery modeling; estimation methods for state of charge, state of power and state of health; battery charging strategies; active and passive balancing methods; and thermal management strategies during the entire lifecycle. It also introduces functional safety and security-related design for BMS, and discusses potential future technologies, like digital twin technology.
Advanced Battery Management Technologies for Electric Vehicles (Automotive Series)
by Rui Xiong Weixiang ShenA comprehensive examination of advanced battery management technologies and practices in modern electric vehicles Policies surrounding energy sustainability and environmental impact have become of increasing interest to governments, industries, and the general public worldwide. Policies embracing strategies that reduce fossil fuel dependency and greenhouse gas emissions have driven the widespread adoption of electric vehicles (EVs), including hybrid electric vehicles (HEVs), pure electric vehicles (PEVs) and plug-in electric vehicles (PHEVs). Battery management systems (BMSs) are crucial components of such vehicles, protecting a battery system from operating outside its Safe Operating Area (SOA), monitoring its working conditions, calculating and reporting its states, and charging and balancing the battery system. Advanced Battery Management Technologies for Electric Vehicles is a compilation of contemporary model-based state estimation methods and battery charging and balancing techniques, providing readers with practical knowledge of both fundamental concepts and practical applications. This timely and highly-relevant text covers essential areas such as battery modeling and battery state of charge, energy, health and power estimation methods. Clear and accurate background information, relevant case studies, chapter summaries, and reference citations help readers to fully comprehend each topic in a practical context. Offers up-to-date coverage of modern battery management technology and practice Provides case studies of real-world engineering applications Guides readers from electric vehicle fundamentals to advanced battery management topics Includes chapter introductions and summaries, case studies, and color charts, graphs, and illustrations Suitable for advanced undergraduate and graduate coursework, Advanced Battery Management Technologies for Electric Vehicles is equally valuable as a reference for professional researchers and engineers.
Advanced Battery Materials
by Chunwen SunElectrochemical energy storage has played important roles in energy storage technologies for portable electronics and electric vehicle applications. During the past thirty years, great progress has been made in research and development of various batteries, in term of energy density increase and cost reduction. However, the energy density has to be further increased to achieve long endurance time. In this book, recent research and development in advanced electrode materials for electrochemical energy storage devices are presented, including lithium ion batteries, lithium-sulfur batteries and metal-air batteries, sodium ion batteries and supercapacitors. The materials involve transition metal oxides, sulfides, Si-based material as well as graphene and graphene composites.
Advanced Battle Management System: Needs, Progress, Challenges, And Opportunities Facing The Department Of The Air Force
by Division on Engineering and Physical Sciences Air Force Studies Board National Academies of Sciences, Engineering, and Medicine Committee on Air Force Advanced Battle Management SystemThe U.S. Department of Defense is pursuing an improved ability to more closely integrate and operate jointly against agile adversaries through Joint All-Domain Command and Control (JADC2). This framework will seamlessly integrate sensors, networks, platforms, commanders, operators, and weapon systems for rapid information collection, decision-making, and projection of joint and multinational forces. The Department of the Air Force's contribution to JADC2 is the Advanced Battle Management System (ABMS). As an evolving system in the early stages of definition, ABMS architecture and its supporting elements remain dynamic. Advanced Battle Management System assesses the technical approach being employed by ABMS and its ability to effectively support the range of system integration desired, while also supporting operational and development agility; and the governance being applied by ABMS and if it is appropriate and sufficient to enable quick development and evolution of capabilities while maintaining appropriate government control over the output.
Advanced Bayesian Methods for Medical Test Accuracy (Chapman & Hall/CRC Biostatistics Series)
by Lyle D. BroemelingUseful in many areas of medicine and biology, Bayesian methods are particularly attractive tools for the design of clinical trials and diagnostic tests, which are based on established information, usually from related previous studies. Advanced Bayesian Methods for Medical Test Accuracy begins with a review of the usual measures such as specificity