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Advanced Engineering Optimization Through Intelligent Techniques: Select Proceedings of AEOTIT 2018 (Advances in Intelligent Systems and Computing #949)
by R. Venkata Rao Jan TalerThis book comprises select peer-reviewed papers presented at the International Conference on Advanced Engineering Optimization Through Intelligent Techniques (AEOTIT) 2018. The book combines contributions from academics and industry professionals, and covers advanced optimization techniques across all major engineering disciplines like mechanical, manufacturing, civil, automobile, electrical, chemical, computer and electronics engineering. Different optimization techniques and algorithms such as genetic algorithm (GA), differential evolution (DE), simulated annealing (SA), particle swarm optimization (PSO), artificial bee colony (ABC) algorithm, artificial immune algorithm (AIA), teaching-learning-based optimization (TLBO) algorithm and many other latest meta-heuristic techniques and their applications are discussed. This book will serve as a valuable reference for students, researchers and practitioners and help them in solving a wide range of optimization problems.
Advanced Engineering Optimization Through Intelligent Techniques: Select Proceedings of AEOTIT 2022 (Lecture Notes in Mechanical Engineering)
by Ravipudi Venkata Rao Jan TalerThis book comprises peer-reviewed papers presented at the International Conference on Advanced Engineering Optimization Through Intelligent Techniques (AEOTIT) 2022. The book combines contributions from academics and industry professionals and covers advanced optimization techniques across all major engineering disciplines like mechanical, manufacturing, civil, automobile, electrical, chemical, computer, and electronics engineering. The book discusses different optimization techniques and algorithms such as genetic algorithm, non-dominated sorting genetic algorithm-II, and III, differential search, particle swarm optimization, fruit fly algorithm, cuckoo search, teaching–learning-based optimization algorithm, grey wolf optimization, Jaya algorithm, Rao algorithms, and many other latest meta-heuristic techniques and their applications. Various multi-attribute decision-making methods such as AHP, TOPSIS, ELECTRE, PROMETHEE, DEMATEL, R-method, fuzzy logic, and their applications are also discussed. This book serves as a valuable reference for students, researchers, and practitioners and helps them in solving a wide range of optimization problems.
Advanced Engineering, Technology and Applications: Second International Conference, ICAETA 2023, Istanbul, Turkey, March 10–11, 2023, Revised Selected Papers (Communications in Computer and Information Science #1983)
by Alessandro Ortis Alaa Ali Hameed Akhtar JamilThis book constitutes the Revised Selected Papers of the Second International Conference, ICAETA 2023, held in Istanbul, Turkey, during March 10–11, 2023.The 37 full papers included in this volume were carefully reviewed and selected from 139 submissions. The topics cover a range of areas related to engineering, technology, and applications. Main themes of the conference include, but are not limited to: Data Analysis, Visualization and Applications; Artificial Intelligence, Machine Learning and Computer Vision; Computer Communication and Networks; Signal Processing and Applications; Electronic Circuits, Devices, and Photonics; Power Electronics and Energy Systems.
Advanced Excel Essentials
by Jordan GoldmeierAdvanced Excel Essentials is the only book for experienced Excel developers who want to channel their skills into building spreadsheet applications and dashboards. This book starts from the assumption that you are well-versed in Excel and builds on your skills to take them to an advanced level. It provides the building blocks of advanced development and then takes you through the development of your own advanced spreadsheet application. For the seasoned analyst, accountant, financial professional, management consultant, or engineer--this is the book you've been waiting for! Author Jordan Goldmeier builds on a foundation of industry best practices, bringing his own forward-thinking approach to Excel and rich real-world experience, to distill a unique blend of advanced essentials. Among other topics, he covers advanced formula concepts like array formulas and Boolean logic and provides insight into better code and formulas development. He supports that insight by showing you how to build correctly with hands-on examples. What you'll learn How to build better, faster, and leaner spreadsheets that will make you a force to be reckoned with in your organization How to write optimized code and formulas that are easily understood even by less experienced users How to turn a spreadsheet into a powerhouse application that rivals commercial software About the tools and techniques for optimal layout, data storage, and advanced analytics Who this book is for Intermediate or advanced excel users who wish to learn how to be more productive and develop more powerful applications Table of Contents 1. Introduction 2. Visual Basic for Applications for Excel, a Refresher 3. Introducing Formula Concepts 4. Advanced Formula Concepts 5. Introduction to Controls 6. Getting Input from Users 7. Storage Patterns for User Input 8. Building for Sensitivity Analysis 9. Perfecting the Presentation
Advanced Excel Formulas: Unleashing Brilliance with Excel Formulas
by Alan MurrayEnhance and upgrade your Excel knowledge with this comprehensive guide to formulas in Excel. Over 150 of the most useful Excel functions are covered with numerous practical examples of their use. This book is fully updated and includes examples of the most recently released functions in 2022. It is written in a manner that you can read it cover-to-cover or pick it up and learn something new in just 5 minutes.The book begins with a primer on Excel formulas and functions. Starting from a basic level, but diving into intricate detail and building a solid understanding of the fundamentals. It may not always be sexy, but learning why, in addition to how, is important to truly understanding Excel formulas. Having strong fundamentals is the most advanced skill.The book covers all the most popular functions in Excel including VLOOKUP, SUMPRODUCT, COUNTIFS, MATCH, SORT and so much more. You will learn how to return multiple results with a single formula. Harness the power of the dynamic array engine and functions such as SEQUENCE, SORTBY, UNIQUE, XLOOKUP and FILTER to create top N Lists, models and reports that would seem impossible without array formulas. In the final chapter, we discover the amazing LAMBDA function in Excel. Create your own Excel functions to simplify future Excel formulas and share them with others. In this book, the formulas are not only written to return values to the grid, but also for use with other Excel features such as charts and Conditional Formatting, to take them to another level. Practice files are provided to follow all examples shown in the book.What Will You Learn Gain intimate knowledge of Excel formulas Understand efficient and practical use of Defined Names and TablesMaster the most popular functions of Excel – VLOOKUP, COUNTIFS, MATCH, SUMPRODUCT, and so much moreLearn to return multiple results from a single formula with the magical array formulas. Know the best lookup functions for dynamic spreadsheetsKnow true power of classic Excel functions such as IF, SUM, and INDEXUse new Excel functions including XLOOKUP, VSTACK, LET, and LAMBDA Who Is This Book ForExcel users who are familiar with formulas but want to improve their current skill level
Advanced Excel Success: A Practical Guide to Mastering Excel
by Alan MurrayExplore advanced skills in Excel and gain an amazing array of tricks and tools to increase your productivity. This book discusses new techniques such as power functions, chart tricks, and many more to master Excel. Advanced Excel Success starts with a few useful data tools in Excel followed by advanced formulas that will help you increase productivity. Here, you will learn power functions that aggregate, return ranges, and much more. Further, you will look at custom formatting tricks along with advanced charting tricks. These include automatically changing the color of key metrics, dynamically sorting chart data, and building creative labels. Next, you will understand the role of Power Query which is one of the most important upgrades in Excel. Power Query is the Microsoft Data Connectivity and Data Preparation technology that enables business users to seamlessly access data stored in hundreds of data sources and reshape it to fit their needs, with an easy–to-use, engaging, and no-code user experience. Finally, you will learn Power Pivot which is a distinct feature in Excel that goes beyond spreadsheets. After reading this book, you will be well equipped to work on Excel with its advanced features. What You Will Learn Work with the most useful data tools Understand formulas and the ten power functionsUse advanced chart and formatting tricks and techniques for dynamic and effective visualsWork with power tools Who This Book Is For Excel users looking to take the next step to expert level.
Advanced Express Web Application Development
by Andrew KeigA practical book, guiding the reader through the development of a single page application using a feature-driven approach.If you are an experienced JavaScript developer who wants to build highly scalable, real-world applications using Express, this book is ideal for you. This book is an advanced title and assumes that the reader has some experience with node, Javascript MVC web development frameworks, and has heard of Express before, or is familiar with it. You should also have a basic understanding of Redis and MongoDB. This book is not a tutorial on Node, but aims to explore some of the more advanced topics you will encounter when developing, deploying, and maintaining an Express web application.
Advanced Fingerprint Recognition: From 3D Shape to Ridge Detail
by Feng Liu Qijun Zhao David ZhangFingerprints are among the most widely used biometric modalities and have been successfully applied in various scenarios. For example, in forensics, fingerprints serve as important legal evidence; and in civilian applications, fingerprints are used for access and attendance control as well as other identity services. Thanks to advances in three-dimensional (3D) and high-resolution imaging technology, it is now feasible to capture 3D or high-resolution fingerprints to provide extra information and go beyond the traditional features such as global ridge patterns and local ridge singularities used in conventional fingerprint recognition tasks. This book presents the state of the art in the acquisition and analysis of 3D and high-resolution fingerprints. Based on the authors’ research, this book focuses on advanced fingerprint recognition using 3D fingerprint features (i.e., finger shape, level 0 features) or high-resolution fingerprint features (i.e., ridge detail, level 3 features). It is a valuable resource for researchers, professionals and graduate students working in the field of computer vision, pattern recognition, security/biometrics practice, as well as interdisciplinary researchers.
Advanced Forecasting with Python: With State-of-the-Art-Models Including LSTMs, Facebook’s Prophet, and Amazon’s DeepAR
by Joos KorstanjeCover all the machine learning techniques relevant for forecasting problems, ranging from univariate and multivariate time series to supervised learning, to state-of-the-art deep forecasting models such as LSTMs, recurrent neural networks, Facebook’s open-source Prophet model, and Amazon’s DeepAR model. Rather than focus on a specific set of models, this book presents an exhaustive overview of all the techniques relevant to practitioners of forecasting. It begins by explaining the different categories of models that are relevant for forecasting in a high-level language. Next, it covers univariate and multivariate time series models followed by advanced machine learning and deep learning models. It concludes with reflections on model selection such as benchmark scores vs. understandability of models vs. compute time, and automated retraining and updating of models. Each of the models presented in this book is covered in depth, with an intuitive simple explanation of the model, a mathematical transcription of the idea, and Python code that applies the model to an example data set. Reading this book will add a competitive edge to your current forecasting skillset. The book is also adapted to those who have recently started working on forecasting tasks and are looking for an exhaustive book that allows them to start with traditional models and gradually move into more and more advanced models. What You Will Learn Carry out forecasting with Python Mathematically and intuitively understand traditional forecasting models and state-of-the-art machine learning techniques Gain the basics of forecasting and machine learning, including evaluation of models, cross-validation, and back testing Select the right model for the right use case Who This Book Is For The advanced nature of the later chapters makes the book relevant for applied experts working in the domain of forecasting, as the models covered have been published only recently. Experts working in the domain will want to update their skills as traditional models are regularly being outperformed by newer models.
Advanced Game Design with HTML5 and JavaScript
by Rex SpuyHow do you make a video game? Advanced Game Design with HTML5 and JavaScript is a down to earth education in how to make video games from scratch, using the powerful HTML5 and JavaScript technologies. This book is a point-by-point round up of all the essential techniques that every game designer needs to know. You'll discover how to create and render game graphics, add interactivity, sound, and animation. You'll learn how to build your own custom game engine with reusable components so that you can quickly develop games with maximum impact and minimum code. You'll also learn the secrets of vector math and advanced collision detection techniques, all of which are covered in a friendly and non-technical manner. You'll find detailed working examples, with hundreds of illustrations and thousands of lines of source code that you can freely adapt for your own projects. All the math and programming techniques are elaborately explained and examples are open-ended to encourage you to think of original ways to use these techniques in your own games. You can use what you learn in this book to make games for desktops, mobile phones, tablets or the Web. Advanced Game Design with HTML5 and JavaScript is a great next step for experienced programmers or ambitious beginners who already have some JavaScript experience, and want to jump head first into the world of video game development. It's also great follow-up book for readers of Foundation Game Design with HTML5 and JavaScript (by the same author) who want to add depth and precision to their skills. The game examples in this book use pure JavaScript, so you can code as close to the metal as possible without having to be dependent on any limiting frameworks or game engines. No libraries, no dependencies, no third-party plugins: just you, your computer, and the code. If you're looking for a book to take your game design skills into the stratosphere and beyond, this is it! What you'll learn The latest JavaScript ES6, HTML and Canvas Drawing API skills you need to know to make games. Make game sprites, compose a scene graph, load and manage game assets, and how to use a texture atlas. Control the geometry and physics of the game world using vector math, the Separating Axis Theory (SAT), and advanced collision detection strategies. Build a custom music and sound effects player for games using the WebAudio API. Keyframe animation and how to implement precise control over the frame rate and game loop. Learn how to make interactive sprites and buttons for the keyboard, mouse and touch. Create and manage game scenes, and learn how to make particle explosions and screen shake effects. Manage complexity to build games of any size that scale seamlessly. Who this book is for Advanced Game Design with HTML5 and JavaScript is for video game developers with some experience who want to learn the essential techniques they need to know to take their skills to the next level. It's for readers who want to understand and fine-tune every line of code they write, without resorting to quick fixes. All the techniques covered in this book are core game design skills that can be applied to many other programming technologies. Table of Contents 1. Level-up: New JavaScript Tricks 2. The Canvas Drawing API 3. Working with Game Assets 4. Making Sprites and a Scene Graph 5. Making Things Move 6. Interactivity 7. Collision Detection 8. Juice It Up: Keyframe Animation and Particles Effects 9. Sound with the WebAudio API 10. Tweening 11. Make Your Own Game Engine Appendix A: Vectors for Movement and Collision Detection
The Advanced Game Developer's Toolkit
by Rex van der Spuy<P>Master the most important skills and techniques you need to know for professional HTML5 and JavaScript 2D game development. This book delves into many of the great classic techniques of video game design. <P> You’ll discover how to develop games and game levels using Tiled Editor, how to implement tile-based collision, how to design advanced pathfinding and enemy AI systems, the fundamentals of broad-phase collision, and how to make isometric games. All the techniques and supporting code are explained in an easy-to-understand manner and written in a general way so that they can be applied to any game engine or technology that you’re comfortable using. <P> You'll find detailed working examples, with dozens of illustrations and many concepts you can freely apply to your own projects. All the math and programming techniques are elaborately explained and examples are open-ended to encourage you to think of original ways to use these techniques in your own games. You can use what you learn in this book as the basis for making games for desktops, mobile phones, tablets, or the Web. <P> The Advanced Game Developer's Toolkit is a great next step if you already have some JavaScript game-making- experience, or a great continuation if you've already read Advanced Game Design with HTML5 and JavaScript by the same author.
The Advanced Game Narrative Toolbox
by Tobias HeussnerThe Advanced Game Narrative Toolbox continues where the Game Narrative Toolbox ended. While the later covered the basics of writing for games, the Advanced Game Narrative Toolbox will cover techniques for the intermediate and professional writer. The book will cover topics such as how to adapt a novel to a game, how to revive IPs and how to construct transmedia worlds. Each chapter will be written by a professional with exceptional experience in the field of the chapter. Key Features Learn from industry experts how to tackle today’s challenges in storytelling for games. A learn by example and exercise approach, which was praised in the Game Narrative Toolbox. An in depth view on advanced storytelling techniques and topics as they are currently discussed and used in the gaming industry. Expand your knowledge in game writing as you learn and try yourself to design quests, write romances and build worlds as you would as a writer in a game studio. Improve your own stories by learning and trying the techniques used by the professionals of game writing.
Advanced Gatsby Projects: Create Two Advanced Sites Using Technologies that Compliment Gatsby
by Nabendu BiswasRoll your sleeves up and master advanced topics in Gatsby development by building two production-ready websites. This project-focused book teaches you how to use Gatsby alongside the latest technologies including Snipcart, and Firebase. It builds off of Foundation Gatsby Projects and it's recommended that you complete that first if you are new to Gatsby. In the first project, you will create a fully functional e-commerce site for a restaurant using Snipcart. Lastly, you’ll learn to build a recipe site using the Firebase database. Many Gatsby tutorials out there today only cover how to create a simple blog site – get ahead of the crowd using this book today. What You'll Learn Create an e-commerce site in no time using Snipcart with GatsbyWork with the Firebase database from Google in a Gatsby siteDeploy all sites in NetlifyAdd functionalities with the powerful Gatsby plugin ecosystem Who This Book Is For Anyone who wants to create a site using Gatsby, though knowledge of React and Gatsby is expected. You will need to be familiar with JavaScript concepts and be confident with basic web development. It is advisable to complete Foundation Gatsby Projects first if you have no Gatsby experience.
Advanced Gear Engineering (Mechanisms and Machine Science #51)
by Veniamin Goldfarb Natalya Barmina Evgenii TrubachevThis book covers recent developments in practically all spheres of mechanical engineering related to different kinds of gears and transmissions. Topics treated range from fundamental research to the advanced applications of gears in various practical fields, prospects of manufacturing development, results and trends of numerical and experimental research of gears, new approaches to gear design and aspects of their optimization synthesis.
Advanced Global Illumination
by Philip Dutre Philippe Bekaert Kavita BalaThis book provides a fundamental understanding of global illumination algorithms. It discusses a broad class of algorithms for realistic image synthesis and introduces a theoretical basis for the algorithms presented. Topics include: physics of light transport, Monte Carlo methods, general strategies for solving the rendering equation, stochastic path-tracing algorithms such as ray tracing and light tracing, stochastic radiosity including photon density estimation and hierarchical Monte Carlo radiosity, hybrid algorithms, metropolis light transport, irradiance caching, photon mapping and instant radiosity, beyond the rendering equation, image display and human perception. If you want to design and implement a global illumination rendering system or need to use and modify an existing system for your specific purpose, this book will give you the tools and the understanding to do so.
Advanced Google AdWords
by Brad GeddesMaster Google AdWords and get more out of your campaigns What's the secret to making every pay-per-click of your Google AdWords really pay? This must-have guide-written by a Google Advanced AdWords seminar instructor-shows you exactly how to apply advanced techniques and tactics for better results. Discover the best tools for keyword research, tips on crafting winning ad copy, advanced PPC optimization tricks, winning bidding strategies, and much more. If you manage AdWords PPC accounts, you won't want to miss this expert, detailed instruction. Covers the essential and advanced capabilities of Google AdWords Explores keyword research, PPC optimization strategies, the intricacies of Content Nation, how to interpret results and reports, and much more Provides busy marketers, consultants, PR professionals, Web developers, and others with an invaluable, step-by-step guide of advanced concepts Goes well beyond the basics and offers tips and tactics that you can immediately apply to your own campaigns Reinforces concepts through fascinating, real-world case studies Includes a $25 Google Adwords Gift Card for new customers If you've been seeking a practical, expert book on Google AdWords, one that goes well beyond the basics, Advanced Google AdWords is it!
Advanced Graph Theory and Combinatorics
by Michel RigoAdvanced Graph Theory focuses on some of the main notions arising in graph theory with an emphasis from the very start of the book on the possible applications of the theory and the fruitful links existing with linear algebra. The second part of the book covers basic material related to linear recurrence relations with application to counting and the asymptotic estimate of the rate of growth of a sequence satisfying a recurrence relation.
Advanced Graphic Communication, Printing and Packaging Technology: Proceedings of 2019 10th China Academic Conference on Printing and Packaging (Lecture Notes in Electrical Engineering #600)
by Min Xu Li Yang Pengfei Zhao Zhuangzhi YeThis book includes a selection of peer-reviewed papers presented at the 10th China Academic Conference on Printing and Packaging, which was held in Xi'an, China, on November 14–17, 2019. The conference was jointly organized by the China Academy of Printing Technology, Beijing Institute of Graphic Communication, and Shaanxi University of Science and Technology. With 9 keynote talks and 118 papers on graphic communication and packaging technologies, the conference attracted more than 300 scientists.The proceedings cover the latest findings in a broad range of areas, including color science and technology, image processing technology, digital media technology, mechanical and electronic engineering, Information Engineering and Artificial Intelligence Technology, materials and detection, digital process management technology in printing and packaging, and other technologies. As such, the book appeals to university researchers, R&D engineers and graduate students in the graphic arts, packaging, color science, image science, material science, computer science, digital media, and network technology.
Advanced Graphic Communications and Media Technologies (Lecture Notes in Electrical Engineering #417)
by Min Xu Li Yang Yun Ouyang Yujie Ouyang Pengfei ZhaoThis book includes a selection of reviewed papers presented at the 2016 China Academic Conference on Printing, Packaging Engineering & Media Technology, held on November 25-27, 2016 in Xi'an, China. The conference was jointly organized by China Academy of Printing Technology, Xi'an University of Technology and Stuttgart Media University of Germany. The proceedings cover the recent outcomes on color science and technology, image processing technology, digital media technology, digital process management technology in packaging and packaging etc. They will be of interest to university researchers, R&D engineers and graduate students in graphic communications, packaging, color science, image science, material science, computer science, digital media and network technology fields.
Advanced Guide to Python 3 Programming (Undergraduate Topics in Computer Science)
by John HuntAdvanced Guide to Python 3 Programming delves deeply into a host of subjects that you need to understand if you are to develop sophisticated real-world programs. Each topic is preceded by an introduction followed by more advanced topics, along with numerous examples, that take you to an advanced level. There are nine different sections within the book covering Computer Graphics (including GUIs), Games, Testing, File Input and Output, Databases Access, Logging, Concurrency and Parallelism, Reactive programming, and Networking. Each section is self-contained and can either be read on its own or as part of the book as a whole. This book is aimed at the those who have learnt the basics of the Python 3 language but want to delve deeper into Python’s eco system of additional libraries and modules, to explore concurrency and parallelism, to create impressive looking graphical interfaces, to work with databases and files and to provide professional logging facilities.
Advanced Guide to Python 3 Programming (Undergraduate Topics in Computer Science)
by John HuntAdvanced Guide to Python 3 Programming 2nd Edition delves deeply into a host of subjects that you need to understand if you are to develop sophisticated real-world programs. Each topic is preceded by an introduction followed by more advanced topics, along with numerous examples, that take you to an advanced level.This second edition has been significantly updated with two new sections on advanced Python language concepts and data analytics and machine learning. The GUI chapters have been rewritten to use the Tkinter UI library and a chapter on performance monitoring and profiling has been added. In total there are 18 new chapters, and all remaining chapters have been updated for the latest version of Python as well as for any of the libraries they use. There are eleven sections within the book covering Python Language Concepts, Computer Graphics (including GUIs), Games, Testing, File Input and Output, Databases Access, Logging, Concurrency and Parallelism, Reactive Programming, Networking and Data Analytics. Each section is self-contained and can either be read on its own or as part of the book as a whole. It is aimed at those who have learnt the basics of the Python 3 language but wish to delve deeper into Python’s eco system of additional libraries and modules.
Advanced Hardware Design for Error Correcting Codes
by Cyrille Chavet Philippe CoussyThis book provides thorough coverage of error correcting techniques. It includes essential basic concepts and the latest advances on key topics in design, implementation, and optimization of hardware/software systems for error correction. The book's chapters are written by internationally recognized experts in this field. Topics include evolution of error correction techniques, industrial user needs, architectures, and design approaches for the most advanced error correcting codes (Polar Codes, Non-Binary LDPC, Product Codes, etc). This book provides access to recent results, and is suitable for graduate students and researchers of mathematics, computer science, and engineering. * Examines how to optimize the architecture of hardware design for error correcting codes; * Presents error correction codes from theory to optimized architecture for the current and the next generation standards; * Provides coverage of industrial user needs advanced error correcting techniques. Advanced Hardware Design for Error Correcting Codes includes a foreword by Claude Berrou.
Advanced HDL Synthesis and SOC Prototyping: Rtl Design Using Verilog
by Vaibbhav TaraateThis book describes RTL design using Verilog, synthesis and timing closure for System On Chip (SOC) design blocks. It covers the complex RTL design scenarios and challenges for SOC designs and provides practical information on performance improvements in SOC, as well as Application Specific Integrated Circuit (ASIC) designs. Prototyping using modern high density Field Programmable Gate Arrays (FPGAs) is discussed in this book with the practical examples and case studies. The book discusses SOC design, performance improvement techniques, testing and system level verification, while also describing the modern Intel FPGA/XILINX FPGA architectures and their use in SOC prototyping. Further, the book covers the Synopsys Design Compiler (DC) and Prime Time (PT) commands, and how they can be used to optimize complex ASIC/SOC designs. The contents of this book will be useful to students and professionals alike.
Advanced Health Technology: Managing Risk While Tackling Barriers to Rapid Acceleration
by Sherri DouvilleEverything worth winning in life boils down to teamwork and leadership. In my positions as a businessman, athlete, community leader, and University trustee, there are tremendous parallels between all of these endeavors that mirror an extreme team sport such as medical technology. Understanding the game, defining the game, playing your position at your highest performance, and helping others play their best game. Advanced Health Technology represents an incredible opportunity to level up the game of healthcare and highlights the multiple disciplines – or positions to be mastered – while laying out winning plays to make that next level happen. Ronnie Lott, Managing Member, Lott Investments; Member, Pro Football Hall of Fame, and Trustee, Santa Clara University Healthcare stakeholders are paralyzed from making progress as risks explode in volume and complexity. This book will help readers understand how to manage and transcend risks to drive the quadruple aim of improved patient experiences, better patient and business outcomes, improved clinician experience, and lower healthcare costs, and also help readers learn from working successful examples across projects, programs, and careers to get ahead of these multidisciplinary healthcare risks.
Advanced Healthcare Systems: Empowering Physicians with IoT-Enabled Technologies (Artificial Intelligence and Soft Computing for Industrial Transformation)
by Rohit Tanwar S. Balamurugan R. K. Saini Vishal Bharti Premkumar ChithaluruADVANCED HEALTHCARE SYSTEMS This book offers a complete package involving the incubation of machine learning, AI, and IoT in healthcare that is beneficial for researchers, healthcare professionals, scientists, and technologists. The applications and challenges of machine learning and artificial intelligence in the Internet of Things (IoT) for healthcare applications are comprehensively covered in this book. IoT generates big data of varying data quality; intelligent processing and analysis of this big data are the keys to developing smart IoT applications, thereby making space for machine learning (ML) applications. Due to its computational tools that can substitute for human intelligence in the performance of certain tasks, artificial intelligence (AI) makes it possible for machines to learn from experience, adjust to new inputs and perform human-like tasks. Since IoT platforms provide an interface to gather data from various devices, they can easily be deployed into AI/ML systems. The value of AI in this context is its ability to quickly mesh insights from data and automatically identify patterns and detect anomalies in the data that smart sensors and devices generate—information such as temperature, pressure, humidity, air quality, vibration, and sound—that can be really helpful to rapid diagnosis. Audience This book will be of interest to researchers in artificial intelligence, the Internet of Things, machine learning as well as information technologists working in the healthcare sector.