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Non-conventional Unit Operations: Solving Practical Issues (SpringerBriefs in Applied Sciences and Technology)
by Flavio Manenti Alessandro Di PretoroThis volume presents both methodologies and numerical applications for the design of non-conventional unit operations in chemical processes and plants, which are rarely studied in depth at an academic level but have wide applications in the industrial sector. The first part discusses the design, comparison and optimization of heating and cooling operations that are different from simple heat exchange. The second and larger part offers a brief but effective overview of non-conventional separation processes, mainly focusing on the heterogeneous phases. Based on sample case studies, it extrapolates the process model equations and includes the numerical solution in order to provide a straightforward application example. The end of each chapter features a C++ code implementation to solve the ODE or nonlinear equations system using the BzzMath library.
Data Science: 30th British International Conference on Databases, BICOD 2015, Edinburgh, UK, July 6-8, 2015, Proceedings (Lecture Notes in Computer Science #9147)
by Sebastian ManethThis book constitutes the refereed conference proceedings of the 30th British International Conference on Databases, BICOD 2015 - formerly known as BNCOD (British National Conference on Databases) - held in Edinburgh, UK, in July 2015. The 19 revised full papers, presented together with three invited keynotes and three invited lectures were carefully reviewed and selected from 37 submissions. Special focus of the conference has been "Data Science" and so the papers cover a wide range of topics related to databases and data-centric computation.
Implementation and Application of Automata: 25th International Conference, CIAA 2021, Virtual Event, July 19-22, 2021, Proceedings (Lecture Notes in Computer Science #12803)
by Sebastian ManethThis book constitutes the proceedings of the 25th International Conference on Implementation and Application of Automata, CIAA 2021, held in July 2021. Due to Covid-19 pandemic the conference was held virtually. The 13 regular papers presented in this book were carefully reviewed and selected from 20 submissions. The topics of the papers cover various fields in the application, implementation, and theory of automata and related structures.
Making the World Work Better: The Ideas That Shaped a Century and a Company
by Kevin Maney Steve Hamm Jeffrey O'BrienThomas J Watson Sr’s motto for IBM was THINK, and for more than a century, that one little word worked overtime. In Making the World Work Better: The Ideas That Shaped a Century and a Company , journalists Kevin Maney, Steve Hamm, and Jeffrey M. O’Brien mark the Centennial of IBM’s founding by examining how IBM has distinctly contributed to the evolution of technology and the modern corporation over the past 100 years. <p><p> The authors offer a fresh analysis through interviews of many key figures, chronicling the Nobel Prize-winning work of the company’s research laboratories and uncovering rich archival material, including hundreds of vintage photographs and drawings. The book recounts the company’s missteps, as well as its successes. It captures moments of high drama – from the bet-the-business gamble on the legendary System/360 in the 1960s to the turnaround from the company’s near-death experience in the early 1990s. <p> The authors have shaped a narrative of discoveries, struggles, individual insights and lasting impact on technology, business and society. Taken together, their essays reveal a distinctive mindset and organizational culture, animated by a deeply held commitment to the hard work of progress. IBM engineers and scientists invented many of the building blocks of modern information technology, including the memory chip, the disk drive, the scanning tunneling microscope (essential to nanotechnology) and even new fields of mathematics. IBM brought the punch-card tabulator, the mainframe and the personal computer into the mainstream of business and modern life. IBM was the first large American company to pay all employees salaries rather than hourly wages, an early champion of hiring women and minorities and a pioneer of new approaches to doing business--with its model of the globally integrated enterprise. And it has had a lasting impact on the course of society from enabling the US Social Security System, to the space program, to airline reservations, modern banking and retail, to many of the ways our world today works. <p> The lessons for all businesses – indeed, all institutions – are powerful: To survive and succeed over a long period, you have to anticipate change and to be willing and able to continually transform. But while change happens, progress is deliberate. IBM – deliberately led by a pioneering culture and grounded in a set of core ideas – came into being, grew, thrived, nearly died, transformed itself… and is now charting a new path forward for its second century toward a perhaps surprising future on a planetary scale.
Imaging Systems for GI Endoscopy, and Graphs in Biomedical Image Analysis: First MICCAI Workshop, ISGIE 2022, and Fourth MICCAI Workshop, GRAIL 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings (Lecture Notes in Computer Science #13754)
by Luigi Manfredi Seyed-Ahmad Ahmadi Michael Bronstein Anees Kazi Davide Lomanto Alwyn Mathew Ludovic Magerand Kamilia Mullakaeva Bartlomiej Papiez Russell H. Taylor Emanuele TruccoThis book constitutes the refereed proceedings of the first MICCAI Workshop, ISGIE 2022, Imaging Systems for GI Endoscopy, and the Fourth MICCAI Workshop, GRAIL 2022, GRaphs in biomedicAL Image and analysis, held in conjunction with MICCAI 2022, Singapore, September 18, 2022.ISGIE 2022 accepted 6 papers from the 8 submissions received.This workshop focuses on novel scientific contributions to vision systems, imaging algorithms as well as the autonomous system for endorobot for GI endoscopy. This includes lesion and lumen detection, as well as 3D reconstruction of the GI tract and hand-eye coordination. GRAIL 2022 accepted 6 papers from the 10 submissions received. The workshop aims to bring together scientists that use and develop graph-based models for the analysis of biomedical images and to encourage the exploration of graph-based models for difficult clinical problems within a variety of biomedical imaging contexts.
Multilayer Control of Networked Cyber-Physical Systems: Application to Monitoring, Autonomous and Robot Systems (Advances in Industrial Control)
by Sabato ManfrediThis book faces the interdisciplinary challenge of formulating performance-assessing design approaches for networked cyber-physical systems (NCPSs). Its novel distributed multilayer cooperative control deals simultaneously with communication-network and control performance required for the network and application layers of an NCPS respectively. Practically, it distributes the computational burden among different devices, which act cooperatively to achieve NCPS goals. The approach can be applied to NCPSs based on both wired and wireless technologies and so is suitable for future network infrastructures in which different protocols and technologies coexist. The book reports realistic results from performance evaluation of the new approach, when applied in different operative scenarios. Readers of this book will benefit by: learning a general, technology-independent methodology for the design and implementation of cooperative distributed algorithms for flow control at the network layer of an NCPS that gives algorithm-parameter-tuning guidelines for assessing the desired quality of service performance; learning a general methodology for the design and implementation of consensus-based algorithms at the application layer that allows monitoring and control of distributed physical systems and gives algorithm-parameter-tuning guidelines for assessing the desired control system performance; understanding the main network simulators needed to validate the effectiveness of the proposed multilayer control approach in different realistic network operation scenarios; and practising with a cooperative multilayer control project that assesses acceptable NCPS performance in networked monitoring and robot systems, autonomous and queuing networks, and other critical human relief applications. Researchers, graduate students and practitioners working in automation, engineering, sensor networks, mobile robotics and computer networks will find this book instructive. It will also be helpful to network administrators and technicians implementing application-layer and network-layer solutions or installing, configuring or troubleshooting network and control system components of NCPSs.
Full Stack Django and React: Get hands-on experience in full-stack web development with Python, React, and AWS
by Kolawole MangaboBuild professional, cloud-ready web applications from frontend to backend using the latest features of Django and ReactKey FeaturesExplore the advanced features of – popular frameworks like Django and React by working on hands-on projectsLaunch your career as a full-stack Python web developer with this step-by-step guideLearn to deploy complete web applications to AWSBook DescriptionDjango developers often need to rely on frontend developers to build a client-side solution for their web apps. By combining the capabilities of React with Django, this book creates a complete learning path to go from being a backend developer to a full stack developer in no time. This book will help you use React to build state-of-the-art UI layouts and Django to create an immaculate backend.This web development book will help you discover the full potential of combining the dual power of the two most popular frameworks – React and Django. You'll build full stack applications, including a RESTful API in the backend and an intuitive frontend, while exploring the advanced features of both frameworks. You'll also explore how the dynamic functionality of the React framework can be used to build your frontend systems and how the ORM layer of Django helps in simplifying database interactions. This will in turn boost the development process for building the backend and facilitate the building of full stack applications.By the end of the book, you will be able to create a dynamic full stack app starting from scratch on your own.What you will learnExplore how things work differently under the hood in the frontend as well as the backendDiscover how to build an API with DjangoStart from scratch to build an intuitive UI using React's capabilitiesDockerize and prepare projects for deploymentDeploy an API and UI using AWS services such as AWS EC2, S3, and AWS CloudfrontWho this book is forThis book is for Django web developers who want to get started with full-stack development and learn a frontend framework that can be quickly bootstrapped with the backend to build full-stack applications. Familiarity to React and JavaScript would be an added advantage.
Mastering Azure Virtual Desktop: The ultimate guide to the implementation and management of Azure Virtual Desktop
by Ryan Mangan Jim MoyleLearn how to design, implement, configure, and manage your Azure Virtual Desktop environmentKey FeaturesLearn everything about designing and deploying an Azure Virtual Desktop environmentGain in-depth insights into Azure Virtual Desktop and prepare successfully for the AZ-140 examExplore best practices and expert tips on how to set up Azure Virtual DesktopBook DescriptionAzure Virtual Desktop is a cloud desktop virtualization platform that securely delivers virtual desktops and remote apps. Mastering Azure Virtual Desktop will guide you through designing, implementing, configuring, and maintaining an Azure Virtual Desktop environment effectively. This book can also be used as an exam preparation guide to help you sit the Microsoft AZ-140 exam.You'll start with an introduction to the essentials of Azure Virtual Desktop. Next, you'll get to grips with planning an Azure Virtual Desktop architecture before learning how to implement an Azure Virtual Desktop environment. Moving ahead, you'll learn how to manage and control access as well as configure security controls on your Azure Virtual Desktop environment. As you progress, you'll understand how to manage user environments and configure MSIX app attach and other Azure Virtual Desktop features to enhance the user experience. You'll also learn about the Azure Active Directory (AD) join and getting started feature. Finally, you'll discover how to monitor and maintain an Azure Virtual Desktop environment to help you support your users and diagnose issues when they occur.By the end of this Microsoft Azure book, you'll have covered all the essential topics you need to know to design and manage Azure Virtual Desktop and prepare for the AZ-140 exam.What you will learnDesign Azure Virtual Desktop and user identities and profilesImplement networking and storage for Azure Virtual DesktopCreate and configure session host images and host poolsManage access and security for MS Azure Virtual DesktopImplement FSLogix Profile Containers and FSLogix Cloud CacheConfigure user experience and Azure Virtual Desktop featuresPlan and implement business continuity and disaster recoveryAutomate Azure Virtual Desktop tasksWho this book is forIf you are an IT professional, workspace administrator, architect, or consultant looking to learn about designing, implementing, and managing Azure Virtual Desktop, this book is for you. You'll also find this book helpful if you're preparing for the Microsoft AZ-140 exam.
The Governance of Telecom Markets: Economics, Law and Institutions in Europe (Palgrave Studies in Institutions, Economics and Law)
by Antonio Manganelli Antonio NicitaThis book provides a critical comprehensive summary of the coevolution of telecom markets, rules and public institutions over the last 25 years, focusing on the challenges that regulators and policy makers have been facing. Even if the perspective of the book is European (as the EU regulatory framework is examined), most of the economic and institutional issues addressed are common to all telecom markets in advanced economies. The book addresses some traditional fundamental topics in the telecom regulation literature, as well as some hot-button topics in the current policy debate, e.g., ultrafast broadband and 5G networks, the relationship between investments and competition, the sector digitalisation and the role of OTTs. All these are relevant to students, researchers, and policy makers interested to get a sound understanding of the sector, its many dimensions and coevolutionary patterns.
Computer Vision with Maker Tech: Detecting People With a Raspberry Pi, a Thermal Camera, and Machine Learning
by Fabio ManganielloHarness the untapped potential of combining a decentralized Internet of Things (IoT) with the ability to make predictions on real-world fuzzy data. This book covers the theory behind machine learning models and shows you how to program and assemble a voice-controlled security.You’ll learn the differences between supervised and unsupervised learning and how the nuts-and-bolts of a neural network actually work. You’ll also learn to identify and measure the metrics that tell how well your classifier is doing. An overview of other types of machine learning techniques, such as genetic algorithms, reinforcement learning, support vector machines, and anomaly detectors will get you up and running with a familiarity of basic machine learning concepts. Chapters focus on the best practices to build models that can actually scale and are flexible enough to be embedded in multiple applications and easily reusable.With those concepts covered, you’ll dive into the tools for setting up a network to collect and process the data points to be fed to our models by using some of the ubiquitous and cheap pieces of hardware that make up today's home automation and IoT industry, such as the RaspberryPi, Arduino, ESP8266, etc. Finally, you’ll put things together and work through a couple of practical examples. You’ll deploy models for detecting the presence of people in your house, and anomaly detectors that inform you if some sensors have measured something unusual. And you’ll add a voice assistant that uses your own model to recognize your voice. What You'll LearnDevelop a voice assistant to control your IoT devicesImplement Computer Vision to detect changes in an environmentGo beyond simple projects to also gain a grounding machine learning in generalSee how IoT can become "smarter" with the inception of machine learning techniquesBuild machine learning models using TensorFlow and OpenCVWho This Book Is ForMakers and amateur programmers interested in taking simple IoT projects to the next level using TensorFlow and machine learning. Also more advanced programmers wanting an easy on ramp to machine learning concepts.
Mathematica Cookbook
by Sal ManganoMathematica Cookbook helps you master the application's core principles by walking you through real-world problems. Ideal for browsing, this book includes recipes for working with numerics, data structures, algebraic equations, calculus, and statistics. You'll also venture into exotic territory with recipes for data visualization using 2D and 3D graphic tools, image processing, and music. Although Mathematica 7 is a highly advanced computational platform, the recipes in this book make it accessible to everyone -- whether you're working on high school algebra, simple graphs, PhD-level computation, financial analysis, or advanced engineering models. Learn how to use Mathematica at a higher level with functional programming and pattern matching Delve into the rich library of functions for string and structured text manipulation Learn how to apply the tools to physics and engineering problems Draw on Mathematica's access to physics, chemistry, and biology data Get techniques for solving equations in computational finance Learn how to use Mathematica for sophisticated image processing Process music and audio as musical notes, analog waveforms, or digital sound samples
XSLT Cookbook
by Sal ManganoForget those funky robot toys that were all the rage in the '80s, XSLT (Extensible Stylesheet Transformations) is the ultimate transformer. This powerful language is expert at transforming XML documents into PDF files, HTML documents, JPEG files--virtually anything your heart desires. As useful as XSLT is, though, most people have a difficult time learning its many peculiarities. And now Version 2.0, while elegant and powerful, has only added to the confusion. XSLT Cookbook, Second Edition wants to set the record straight. It helps you sharpen your programming skills and overall understanding of XSLT through a collection of detailed recipes. Each recipe breaks down a specific problem into manageable chunks, giving you an easy-to-grasp roadmap for integrating XSLT with your data and applications. No other XSLT book around employs this practical problem-solution-discussion format. In addition to offering code recipes for solving everyday problems with XSLT 1.0, this new edition shows you how to leverage the improvements found in XSLT 2.0, such as how to simplify the string manipulation and date/time conversion processes. The book also covers XPath 2.0, a critical companion standard, as well as topics ranging from basic transformations to complex sorting and linking. It even explores extension functions on a variety of different XSLT processors and shows ways to combine multiple documents using XSLT. Code examples add a real-world dimension to each technique. Whether you're just starting out in XSLT or looking for advanced techniques, you'll find the level of information you need in XSLT Cookbook, Second Edition.
XSLT Cookbook, 2nd Edition
by Sal ManganoForget those funky robot toys that were all the rage in the '80s, XSLT (Extensible Stylesheet Transformations) is the ultimate transformer. This powerful language is expert at transforming XML documents into PDF files, HTML documents, JPEG files--virtually anything your heart desires. As useful as XSLT is, though, most people have a difficult time learning its many peculiarities. And now Version 2.0, while elegant and powerful, has only added to the confusion. XSLT Cookbook, Second Edition wants to set the record straight. It helps you sharpen your programming skills and overall understanding of XSLT through a collection of detailed recipes. Each recipe breaks down a specific problem into manageable chunks, giving you an easy-to-grasp roadmap for integrating XSLT with your data and applications. No other XSLT book around employs this practical problem-solution-discussion format. In addition to offering code recipes for solving everyday problems with XSLT 1.0, this new edition shows you how to leverage the improvements found in XSLT 2.0, such as how to simplify the string manipulation and date/time conversion processes. The book also covers XPath 2.0, a critical companion standard, as well as topics ranging from basic transformations to complex sorting and linking. It even explores extension functions on a variety of different XSLT processors and shows ways to combine multiple documents using XSLT. Code examples add a real-world dimension to each technique. Whether you're just starting out in XSLT or looking for advanced techniques, you'll find the level of information you need in XSLT Cookbook, Second Edition .
PMP Project Management Professional Practice Tests: Project Management Professional Practice Tests
by Vanina Mangano Kim HeldmanMaster all five PMP domains and boost your confidence for exam day PMP: Project Management Professional Practice Tests provides candidates with an ideal study aid for PMP exam preparation. Fully aligned with the A Guide to the Project Management Body of Knowledge (PMBOK® Guide), 6th edition, this book provides practice questions covering all five performance domains. Five unique 160- question chapter tests, as well as one practice exam cover Initiating; Planning; Executing; Monitoring and Controlling; and Closing to help you pinpoint weak areas while there is still time to review. An additional 200-question practice test provides a bonus exam--1000 questions in all--, and a year of FREE access to the Sybex interactive online learning environment puts a test bank, practice questions, and more at your disposal. The PMP exam is a challenging four-hour, 200-question validation of your project management knowledge. Mimicking exam conditions is one of the best ways to prepare, and this book is designed to test your knowledge, focus, and mental endurance to get you fully prepared for the big day. Test your project management knowledge with 1,000 challenging questions Prepare using up-to-date material that accurately reflect the current exam Access digital study tools including electronic flashcards and additional practice questions In today's IT marketplace, qualified project managers are heavily in demand as employers increasingly require those who are capable of managing larger and more complex projects. The PMP certification shows that you know, understand, and can practice PMBOK guidelines to a rigorous level, and is considered the premier project management qualification out there—so when exam day arrives, complete preparation becomes critical to your success. PMP: Project Management Professional Practice Tests help you gauge your progress, preview exam day, and focus your study time so you can conquer the exam with confidence. To register for access to the online test banks included with the purchase of this book, please visit: www.wiley.com/go/sybextestprep.
Constructive Side-Channel Analysis and Secure Design: 6th International Workshop, COSADE 2015, Berlin, Germany, April 13-14, 2015. Revised Selected Papers (Lecture Notes in Computer Science #9064)
by Stefan Mangard Axel Y. PoschmannThis book constitutes the thoroughly refereed post-conference proceedings of the 6th International Workshop, COSADE 2015, held in Berlin, Germany, in April 2015. The 17 revised full papers presented were carefully selected from 48 submissions. the focus of this workshop was on following topics: side-channel attacks, FPGA countermeasures, timing attacks and countermeasures, fault attacks, countermeasures, and Hands-on Side-channel analysis.
The Zimbabwean Crisis after Mugabe: Multidisciplinary Perspectives (Routledge Contemporary Africa)
by Tendai MangenaThis book examines the ways in which political discourses of crisis and ‘newness’ are (re)produced, circulated, naturalised, received and contested in Post-Mugabe Zimbabwe. Going beyond the ordinariness of conventional political, human and social science methods, the book offers new and engaging multi-disciplinary approaches that treat discourse and language as important sites to encounter the politics of contested representations of the Zimbabwean crisis in the wake of the 2017 coup. The book centres discourse on new approaches to contestations around the discursive framing of various aspects of the socio-economic and political crisis related to significant political changes in Zimbabwe post-2017. Contributors in this volume, most of whom experienced the complex transition first-hand, examine some of the ways in which language functions as a socio-cultural and political mechanism for creating imaginaries, circulating, defending and contesting conceptions, visions, perceptions and knowledges of the post-Mugabe turn in the Zimbabwean crisis and its management by the "New Dispensation". This book will be of interest to scholars of African studies, postcolonial studies, language/discourse studies, African politics and culture.
Digital Libraries: Supporting Open Science (Communications in Computer and Information Science #988)
by Paolo Manghi Leonardo Candela Gianmaria SilvelloThis book constitutes the thoroughly refereed proceedings of the 15th Italian Research Conference on Digital Libraries, IRCDL 2019, held in Pisa, Italy, in January/February 2019. The 22 full papers and 5 short papers presented were carefully selected from 42 submissions. The papers are organized in topical sections on information retrieval, digital libraries and archives, information integration, open science, and data mining.
Patientenorientierte Digitalisierung im Krankenhaus: IT-Architekturmanagement am Behandlungspfad
by Markus Mangiapane Matthias BenderDieses Buch dient Ihnen als Leitfaden für die Digitalisierung im KrankenhausGesundheitsbetriebe wie Spitäler stehen in einem Spannungsfeld zwischen steigenden Qualitätsansprüchen und Kosteneffizienz. Deshalb geben Ihnen die Autoren dieses Buchs einen aktuellen Überblick zu den Herausforderungen und den Möglichkeiten der Digitalisierung im Umfeld von Krankenhäusern. Anhand eines fiktiven Beispieles verdeutlichen Ihnen die Verfasser sowohl die Möglichkeiten als auch die Schwierigkeiten dieses Prozesses. Ziel dieses Werks ist es, die Grundlagen der Digitalisierung einer Klinik verständlich für alle Beteiligten darzustellen. Dazu führen die Autoren ein Modell ein, das den Patienten ins Zentrum rückt und das IT-Architekturmanagement mit dem Weg des Patienten durch die Behandlung verknüpft. Zudem erfahren Sie in diesem Buch, wie eine optimale IT-Struktur als Entscheidungs- und Erklärungsgrundlage in einem Krankenhaus dienen kann, um so den Kulturwandel herbeizuführen, der mit einer umfassenden Digitalisierung einhergeht.So schaffen Sie die optimale Basis für zukünftige ProzesseZu Beginn dieses Buchs erläutern die Autoren, was Digitalisierung überhaupt ist und welche Rolle sie in Krankenhäusern spielt. Markus Mangiapane und Matthias Bender klären Sie über die Fähigkeiten und Voraussetzungen auf, die Sie im Zuge einer erfolgreichen digitalen Transformation benötigen. Die anschließenden Kapitel stellen schwerpunktmäßig folgende Aspekte in den Mittelpunkt:Die vier Pfeiler der digitalen TransformationRechtliche RahmenbedingungenProzessmanagement und -sicherheitEMR Adoption Model (EMRAM)Praktische Umsetzung des Enterprise Architektur Management (EAM)Informationssicherheit und -archivierung Zusätzliche Beispiele aus dem Alltag der Krankenhausinformation schlagen Brücken von der Theorie zur praktischen Anwendung und verdeutlichen die Schwierigkeiten bei der realen Umsetzung der Digitalisierung im Krankenhaus. Mit diesem Werk als Leitfaden sind Sie in der Lage, eine gemeinsame Wissensbasis für die erfolgreiche digitale Transformation von Geschäftsprozessen zu bilden. Das Buch „Patientenorientierte Digitalisierung im Krankenhaus“ ist daher eine Leseempfehlung für:Direktoren und Entscheidungsträger aus den Bereichen CIO, IT oder dem KrankenhausmanagementMedizininformatiker, Ärzte und medizinisches PersonalStudierende der Informatik, Medizininformatik und angrenzender Fächer
Modernes IT-Management: Methodische Kombination von IT-Strategie und IT-Reifegradmodell
by Markus Mangiapane Roman P. BüchlerStrategie und Reifegradmodelle sind zeit- und ressourcenintensiv. Die Autoren legen einen Ansatz vor, der bekannte Modelle umsetzbar macht. Im Zentrum steht der IT-Leistungserbringer, der auf Basis der vier strategischen IT-Perspektiven Geschäftsprozessorientierung, Kundenorientierung, Operationelle Qualität und Zukunftsorientierung bewertet wird. Daraus wird die strategische IT-Ausrichtung abgeleitet.Um den konkreten Handlungsbedarf zu ermitteln, wird der IT-Leistungserbringer mit einem Reifegradmodell beurteilt und der neuen strategischen Ausrichtung gegenübergestellt. Das Vorgehen kombiniert bekannte Schritte zur nachhaltig organisierter Informatik mit hoher Verwertbarkeit in der Praxis.
Integration of Cloud Computing with Internet of Things: Foundations, Analytics and Applications (Advances in Learning Analytics for Intelligent Cloud-IoT Systems)
by Monika Mangla Suneeta Satpathy Bhagirathi Nayak Sachi Nandan MohantyThe book aims to integrate the aspects of IoT, Cloud computing and data analytics from diversified perspectives. The book also plans to discuss the recent research trends and advanced topics in the field which will be of interest to academicians and researchers working in this area. Thus, the book intends to help its readers to understand and explore the spectrum of applications of IoT, cloud computing and data analytics. Here, it is also worth mentioning that the book is believed to draw attention on the applications of said technology in various disciplines in order to obtain enhanced understanding of the readers. Also, this book focuses on the researches and challenges in the domain of IoT, Cloud computing and Data analytics from perspectives of various stakeholders.
Emerging Technologies for Healthcare: Internet of Things and Deep Learning Models (Machine Learning in Biomedical Science and Healthcare Informatics)
by Monika Mangla Nonita Sharma Poonam Mittal Vaishali Mehta Wadhwa Thirunavukkarasu K. Shahnawaz Khan“Emerging Technologies for Healthcare” begins with an IoT-based solution for the automated healthcare sector which is enhanced to provide solutions with advanced deep learning techniques. The book provides feasible solutions through various machine learning approaches and applies them to disease analysis and prediction. An example of this is employing a three-dimensional matrix approach for treating chronic kidney disease, the diagnosis and prognostication of acquired demyelinating syndrome (ADS) and autism spectrum disorder, and the detection of pneumonia. In addition, it provides healthcare solutions for post COVID-19 outbreaks through various suitable approaches, Moreover, a detailed detection mechanism is discussed which is used to devise solutions for predicting personality through handwriting recognition; and novel approaches for sentiment analysis are also discussed with sufficient data and its dimensions. This book not only covers theoretical approaches and algorithms, but also contains the sequence of steps used to analyze problems with data, processes, reports, and optimization techniques. It will serve as a single source for solving various problems via machine learning algorithms.
Design of Intelligent Applications using Machine Learning and Deep Learning Techniques
by Ramchandra S. Mangrulkar Antonis Michalas Narendra M. Shekokar Meera Narvekar Pallavi V. ChavanMachine learning (ML) and deep learning (DL) algorithms are invaluable resources for Industry 4.0 and allied areas and are considered as the future of computing. A subfield called neural networks, to recognize and understand patterns in data, helps a machine carry out tasks in a manner similar to humans. The intelligent models developed using ML and DL are effectively designed and are fully investigated – bringing in practical applications in many fields such as health care, agriculture and security. These algorithms can only be successfully applied in the context of data computing and analysis. Today, ML and DL have created conditions for potential developments in detection and prediction. Apart from these domains, ML and DL are found useful in analysing the social behaviour of humans. With the advancements in the amount and type of data available for use, it became necessary to build a means to process the data and that is where deep neural networks prove their importance. These networks are capable of handling a large amount of data in such fields as finance and images. This book also exploits key applications in Industry 4.0 including: · Fundamental models, issues and challenges in ML and DL. · Comprehensive analyses and probabilistic approaches for ML and DL. · Various applications in healthcare predictions such as mental health, cancer, thyroid disease, lifestyle disease and cardiac arrhythmia. · Industry 4.0 applications such as facial recognition, feather classification, water stress prediction, deforestation control, tourism and social networking. · Security aspects of Industry 4.0 applications suggest remedial actions against possible attacks and prediction of associated risks. - Information is presented in an accessible way for students, researchers and scientists, business innovators and entrepreneurs, sustainable assessment and management professionals. This book equips readers with a knowledge of data analytics, ML and DL techniques for applications defined under the umbrella of Industry 4.0. This book offers comprehensive coverage, promising ideas and outstanding research contributions, supporting further development of ML and DL approaches by applying intelligence in various applications.
Blockchain Essentials: Core Concepts and Implementations
by Ramchandra Sharad Mangrulkar Pallavi Vijay ChavanThis book will teach you the core concepts of blockchain technology in a concise manner through straightforward, concrete examples using a range of programming languages, including Python and Solidity. The 50 programs presented in this book are all you need to gain a firm understanding of blockchain and how to implement it. The book begins with an introduction to the fundamentals of blockchain technology, followed by a review of its types, framework, applications and challenges. Moving ahead, you will learn basic blockchain programming with hash functions, authentication code, and Merkle trees. You will then dive into the basics of bitcoin, including wallets, digital keys, transactions, digital signatures, and more. This is followed by a crash course on Ethereum programming, its network, and ecosystem. As you progress through the book, you will also learn about Hyperledger and put your newly-gained knowledge to work through case studies and example applications. After reading this book, you will understand blockchain’s underlying concepts and its common implementations. What You Will Learn Master theoretical and practical implementations of various blockchain components using PythonImplement hashing, Merkel trees, and smart contracts using the Solidity programming language for various applicationsGrasp the internal structure of EVM and its implementation in smart contractsUnderstand why blockchain plays an essential role in cryptocurrencies and identify possible applications beyond cryptocurrenciesInvestigate and apply alternative blockchain solutions using Hyperledger, including its integration and deploymentExplore research opportunities through case studies and gain an overview of implementation using various languages Who Is This Book For: Anyone who is new to blockchain and wants to gain an an understanding of how it works and can be implemented.
HTML5 Boilerplate Web Development
by Divya Manian"HTML5 Boilerplate Web Development" is a practical guide rich with information on getting the best out of the boilerplate. Readers follow the expert author through a project of building a music festival site; the tutorials and lessons learned are easily applicable to any website project,This book is for all developers who are familiar with creating web projects using HTML, CSS, and JavaScript, however, no deep knowledge is necessary. Some knowledge of what a web server is and how it can be configured is good to have. You should also not be afraid to use the command line (fear not! There are links within that should make you less afraid). There is no expectation that you know HTML5 Boilerplate.
VLSI-SoC: 25th IFIP WG 10.5/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2017, Abu Dhabi, United Arab Emirates, October 23–25, 2017, Revised and Extended Selected Papers (IFIP Advances in Information and Communication Technology #500)
by Michail Maniatakos Ibrahim Abe Elfadel Matteo Sonza Reorda H. Fatih Ugurdag José Monteiro Ricardo ReisThis book contains extended and revised versions of the best papers presented at the 25th IFIP WG 10.5/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2017, held in Abu Dhabi, United Arab Emirates, in August 2017. The 11 papers included in this book were carefully reviewed and selected from the 33 full papers presented at the conference. The papers cover a wide range of topics in VLSI technology and advanced research. They address the latest scientific and industrial results and developments as well as future trends in the field of System-on-Chip (SoC) Design. On the occasion of the silver jubilee of the VLSI-SoC conference series the book also includes a special chapter that presents the history of the VLSI-SoC series of conferences and its relation with VLSI-SoC evolution since the early 80s up to the present.