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Advances in Human Activity Detection and Recognition (Synthesis Lectures on Computer Science)
Par Santosh Kumar Tripathy, Roshan Singh, Rajeev Srivastava, Akash Kumar Bhoi, Santosh Kumar Satapathy. 2024
This book provides a comprehensive overview of Human Activity Detection or Recognition (HADR) systems. Detection or recognition of human activities…
is a prominent research area in the fields of computer vision and artificial intelligence because of its many applications in daily life, including monitoring in public transport areas, health monitoring, anomaly detection in traffic, and smart homes. This book divides different activities according to their criticality, then discusses the various motivations and challenges that are involved in HADR systems. The authors then propose a framework for activity detection or recognition. The book also covers ten key applications of HADR systems and the recent developments for each of them. The authors also propose areas for future research.Python for Water and Environment (Innovations in Sustainable Technologies and Computing)
Par Anil Kumar, Manabendra Saharia. 2024
This textbook delves into the practical applications of surface and groundwater hydrology, as well as the environment. The Part I,…
"Practical Python for a Water and Environment Professional," guides readers through setting up a scientific computing environment and conducting exploratory data analysis and visualization using reproducible workflows. The Part II, "Statistical Modeling in Hydrology," covers regression models, time series analysis, and common hypothesis testing. The Part III, "Surface and Subsurface Water," illustrates the use of Python in understanding key concepts related to seepage, groundwater, and surface water flows. Lastly, the Part IV, "Environmental Applications," demonstrates the application of Python in the study of various contaminant transport phenomena.This book focuses on correlation coefficients and its applications in applied science fields. The book begins by describing the historical…
development and various types of correlations. Rank correlation methods including Pearson’s, Spearman’s, and Kendall’s correlation are discussed at length. The book also discusses sampling distribution of correlation coefficients and applications of correlations in various fields. The book presents novel topics such as (i) a quick analytical method to approximate Pearson's correlation, (ii) single-variable correlation, (iii) fractional co-skewness and co-kurtosis, and (iv) the fallacy on correlation between the sample mean and sample variance. This book is ideal for courses on mathematical statistics, engineering statistics, and exploratory data analysis and is primarily aimed at upper-undergraduate and graduate level students. The book is also useful for researchers and professionals in various fields who are interested in data analysis.Beginning Functional JavaScript: Functional Programming with JavaScript Using EcmaScript 6
Par Anto Aravinth. 2017
Learn functional programming concepts using JavaScript ES6. You will learn concepts such as currying, partial functions, higher-order functions, and monads.Programming…
languages have evolved from focusing on procedures to objects and now on function. JavaScript supports functional programming and allows developers to write well-crafted code.What You Will Learn: Master functional programming conceptsIdentify how functions are treated in JavaScriptUnderstand real-world functional libraries and create a functional library that mimics underscore.jsPerform pure-error handling techniques such as functors and monadsDiscover ES6 functional features such as spread operators and generatorsWho This Book Is For: JavaScript developers (or beginners) who want to understand functional programming concepts and the functional nature of the language.Intelligent Sustainable Systems: Selected Papers of WorldS4 2023, Volume 2 (Lecture Notes in Networks and Systems #817)
Par Atulya K. Nagar, Dharm Singh Jat, Durgesh Kumar Mishra, Amit Joshi. 2024
This book provides insights of World Conference on Smart Trends in Systems, Security and Sustainability (WS4 2023) which is divided…
into different sections such as Smart IT Infrastructure for Sustainable Society; Smart Management Prospective for Sustainable Society; Smart Secure Systems for Next Generation Technologies; Smart Trends for Computational Graphics and Image Modeling; and Smart Trends for Biomedical and Health Informatics. The proceedings is presented in two volumes. The book is helpful for active researchers and practitioners in the field.Knowledge-augmented Methods for Natural Language Processing (SpringerBriefs in Computer Science)
Par Meng Jiang, Bill Yuchen Lin, Shuohang Wang, Yichong Xu, Wenhao Yu, Chenguang Zhu. 2024
Over the last few years, natural language processing has seen remarkable progress due to the emergence of larger-scale models, better…
training techniques, and greater availability of data. Examples of these advancements include GPT-4, ChatGPT, and other pre-trained language models. These models are capable of characterizing linguistic patterns and generating context-aware representations, resulting in high-quality output. However, these models rely solely on input-output pairs during training and, therefore, struggle to incorporate external world knowledge, such as named entities, their relations, common sense, and domain-specific content. Incorporating knowledge into the training and inference of language models is critical to their ability to represent language accurately. Additionally, knowledge is essential in achieving higher levels of intelligence that cannot be attained through statistical learning of input text patterns alone. In this book, we will review recent developmentsin the field of natural language processing, specifically focusing on the role of knowledge in language representation. We will examine how pre-trained language models like GPT-4 and ChatGPT are limited in their ability to capture external world knowledge and explore various approaches to incorporate knowledge into language models. Additionally, we will discuss the significance of knowledge in enabling higher levels of intelligence that go beyond statistical learning on input text patterns. Overall, this survey aims to provide insights into the importance of knowledge in natural language processing and highlight recent advances in this field.AI and Neuro-Degenerative Diseases: Insights and Solutions (Studies in Computational Intelligence #1131)
Par Loveleen Gaur, Ajith Abraham, Reuel Ajith. 2024
This book explores the current state of healthcare practice and provides a roadmap for harnessing artificial intelligence (AI) and other…
modern cognitive technologies for neurogenerative diseases. The main goal of this book is to look at how these techniques can be used to classify patients with neurodegenerative diseases by extracting data from multiple modalities. It demonstrates that the growing development of computer-aided diagnosis systems has a lot of potential to help with the diagnostic process. It offers an analysis of the prospective and perils in implementing such state of the art.Progressive brain disorders with a high prevalence in the general population include Parkinson's disease, Alzheimer's disease and other types of dementia, Huntington's disease, and motor neuron disease. Worldwide, it is estimated that 33 million people have Alzheimer's disease, and 10 million people have Parkinson's disease. The global health economy is significantly impacted by these disorders, which affect both the patient and the caregivers. Various diagnostic techniques are used for differential diagnoses, such as brain imaging, EEG analysis, molecular analysis, and cognitive, psychological, and physical examination. The book aims to develop effective treatments, enhance patient quality of life, and extend life expectancy. It focuses on novel artificial intelligence approaches to clarify the pathogenesis of neurodegenerative disorders and provide early diagnosis.The authors compile recent developments based on machine learning and deep learning techniques to diagnose neurodegenerative diseases using imaging, genetic, and clinical data. The authors support initiatives and methods that aim to improve the application of algorithms in diagnostic practice.Linux Pocket Guide: Essential Commands
Par Daniel J. Barrett. 2016
If you use Linux in your day-to-day work, then Linux Pocket Guide is the perfect on-the-job reference. This thoroughly updated…
20th anniversary edition explains more than 200 Linux commands, including new commands for file handling, package management, version control, file format conversions, and more.In this concise guide, author Daniel Barrett provides the most useful Linux commands grouped by functionality. Whether you're a novice or an experienced user, this practical book is an ideal reference for the most important Linux commands.You'll learn:Essential concepts—commands, shells, users, and the filesystemFile commands-creating, organizing, manipulating, and processing files of all kindsSysadmin basics-superusers, processes, user management, and software installationFilesystem maintenance-disks, RAID, logical volumes, backups, and moreNetworking commands-working with hosts, network connections, email, and the webGetting stuff done-everything from math to version control to graphics and audioEffective Rust
Par David Drysdale. 2024
Rust's popularity is growing, due in part to features like memory safety, type safety, and thread safety. But these same…
elements can also make learning Rust a challenge, even for experienced programmers. This practical guide helps you make the transition to writing idiomatic Rust—while also making full use of Rust's type system, safety guarantees, and burgeoning ecosystem.If you're a software engineer who has experience with an existing compiled language, or if you've struggled to convert a basic understanding of Rust syntax into working programs, this book is for you. By focusing on the conceptual differences between Rust and other compiled languages, and by providing specific recommendations that programmers can easily follow, Effective Rust will soon have you writing fluent Rust, not just badly translated C++.Understand the structure of Rust's type systemLearn Rust idioms for error handling, iteration, and moreDiscover how to work with Rust's crate ecosystemUse Rust's type system to express your designWin fights with the borrow checkerBuild a robust project that takes full advantage of the Rust tooling ecosystemF'D Companies: Spectacular Dot-com Flameouts
Par Philip J. Kaplan. 2002
Not long ago, the world was awash with venture capital in search of the next Yahoo! or Amazon.com. No product,…
no experience, no technology, no business plan -- no problem. You could still get $40 million from investors to start up your dot-com. And you could get people to work around the clock for stock options and the promise of millions. Then, around April 2000, it all came crashing down. Smart investors, esteemed analysts, and the business press found themselves asking: Who knew people wouldn't rush out to trade in their U.S. dollars for a virtual currency called Flooz? Who knew people wouldn't blow all their Flooz on a used car from the guys at iMotors.com? And who needed a used car from iMotors.com when they could just sit at home and have 40-lb. bags of dog food delivered to them by a sock puppet? F'd Companies captures the waste, greed, and human stupidity of more than 100 dot-com companies. Written in Philip J. Kaplan's popular, cynical style, these profiles are filled with colorful anecdotes, factoids, and information unavailable anywhere else. Together they form a gleeful encyclopedia of how not to run a business. They also capture a truly remarkable period of history. F'd Companies is required reading for everyone involved in the "new economy" -- assuming your severance check can cover the cost.'I propose to consider the question, 'Can machines think?' Alan Turing (1950)Part of the ALL-NEW Ladybird Expert series.This book is…
for everyone living in the age of Artificial Intelligence. And this is an accessible and authoritative introduction to one of the most important conversations of our time . . . Written by computer scientist Michael Wooldridge, Artificial Intelligence chronicles the development of intelligent machines, from Turing's dream of machines that think, to today's digital assistants like Siri and Alexa. AI is not something that awaits us in the future. Inside you'll learn how we have come to rely on embedded AI software and what a world of ubiquitous AI might look like.What's inside?- The British mathematician Alan Turing- Can machines 'understand'?- Logical and Behavioural AI- The reality of AI today- AI tomorrow- And much more . . . For an adult readership, the Ladybird Expert series is produced in the same iconic small hardback format pioneered by the original Ladybirds. Each beautifully illustrated book features the first new illustrations produced in the original Ladybird style for nearly forty years.On 26 May, 2010 Apple Inc. passed Microsoft in valuation as the world's largest technology company. Its consumer electronic products…
- ranging from computers to mobile phones to portable media devices, not to mention its iTunes, iBook and App Store - have influenced nearly every facet of our lives, and it shows no sign of slowing down. But how did Apple - a company set up in the back room of a house by two friends, and one that always marketed itself as the underdog - become the marketplace leader (and the world's second largest company overall), and is it a good thing to have one company hold so much power? In The Apple Revolution Luke Dormehl shares the inside story of how Apple Inc. came to be; from the formation of the company's philosophies and user-friendly ethos, to the "iPod moment" and global domination, leaving you with a deep understanding of how it was created, why it has flourished, and where it might be going next.99 Maps to Save the Planet: With an introduction by Chris Packham
Par Katapult. 2020
'Terrifying yet funny, surprising yet predictable, simple yet poignant' Chris PackhamA shocking but informative, eye-catching and witty book of maps…
that illustrate the perilous state of our planet.The maps in this book are often shocking, sometimes amusing, and packed with essential information:· Did you know that just 67 companies worldwide are responsible for 67 per cent of global greenhouse emissions? · Or that keeping a horse has the same carbon footprint as a 23,500-kilometre road trip? · Did you know how many countries use less energy than is consumed globally by downloading porn from the internet?· Do you know how much of the earth's surface has been concreted over?· Or how many trees would we have to plant to make our planet carbon-neutral?Presenting a wealth of innovative scientific research and data in stunning, beautiful infographics, 99 Maps to Save the Planet provides us with instant snapshots of the destruction of our environment. At one glance, we can see the precarious state of our planet - but also realise how easy it would be to improve it Enlightening, a bit frightening, but definitely inspiring, 99 Maps to Save the Planet doesn't provide practical tips on how to save our planet: it just presents the facts. And the facts speak for themselves. Once we know them, what excuse do we have for failing to act?50 Ways to Make Google Love Your Website
Par Liam McGee, Steve Johnston. 2010
Google is now a dominant force on the Internet, guiding millions of searches and online purchases every day. Understanding how…
it works and how to make the most of it is therefore essential to anyone building or running a website, whether for business or as a hobby. This easy-to-follow guide explains not only how Google actually sifts the billions of pages of information its index contains, but shows you how you can improve the performance of your own website in Google's search results, giving specific and detailed instructions about the sort of priority issues you need to address. 50 Ways to Make Google Love Your Website will teach you how to:- Use Google to help you understand how people search for the sort of things you are offering- Create a website that your customers will quickly find in Google- Make your website irresistible to links from other sites- Help Google understand what your site is about- Think like Google and win more trafficUnlock the hidden gems of video editing with Iain Anderson, Apple Certified Trainer Bonus 1: Get the Ultimate FCP Keyboard…
Shortcut Cheat-Sheet for maximum speed! Bonus 2: Get Free Digital Updates for your book, regardless of the format you purchase!Key FeaturesCovers the newest features for FCP 10.7.1 along with expert tips, step-by-step tutorials, and advanced techniquesEasy-to-follow and well-organized, with clear explanations and helpful tips for beginners and experienced usersUpdated with the latest features, including a new 360° Workflows Appendix, Object Tracking, advanced color correction techniques, and much moreBook DescriptionElevate your video editing skills with Final Cut Pro 10.7.1, the ultimate tool for efficient and professional editing, offering powerful new features to enhance your workflow and give your videos a stunning look. The second edition of this comprehensive guide covers exciting new features in FCP, teaching you how to streamline your workflow with customizable workspaces, shortcuts, and advanced trimming tools. Explore best-in-class titles and a comprehensive suite of visual effects in Final Cut Pro for dynamic videos, create a great-sounding mix with Final Cut Pro's audio tools, and utilize the magnetic timeline, multicam editing, and advanced color correction for every project. Whether you're creating content for social media, YouTube, or Hollywood, Final Cut Pro Efficient Editing, Second Edition is your ultimate guide to professional video editing. Get your copy today and take your video editing skills to the next level.What you will learnOrganize and manage media from multiple sourcesEdit and manipulate video with an intuitive interface and powerful toolsStreamline your workflow with customizable workspaces and keyboard shortcutsSync and edit multicam interviews with ease and learn advanced trimming techniquesUse advanced audio and color grading tools to achieve a professional-quality finishWork with other editors using the built-in collaboration toolsCreate stunning visual effects and complex motion graphics titlesExport video projects in a variety of formats for delivery to multiple platforms and user devicesWho this book is forThis book is designed to help everyone: creative professionals, anyone new to video editing, and existing editors switching from other video editing systems to Final Cut Pro or stepping up from iMovie. Whether you are a beginner or a professional, you'll find this FCP book highly valuable. All you need to get started is a basic familiarity with macOS.Gain expertise in solution architecture and master all aspects of Power Platform, from data and automation to analytics and securityKey…
FeaturesBecome a full-fledged Power Platform expert and lead your solutions with conviction and clarityAdopt a consistent, systematic, and advanced approach to solution architectureWork on practical examples and exercises to develop expert-level skills and prepare for certificationBook DescriptionIf you've been looking for a way to unlock the potential of Microsoft Power Platform and take your career as a solution architect to the next level, then look no further—this practical guide covers it all.Microsoft Power Platform Solution Architect's Handbook will equip you with everything you need to build flexible and cost-effective end-to-end solutions. Its comprehensive coverage ranges from best practices surrounding fit-gap analysis, leading design processes, and navigating existing systems to application lifecycle management with Microsoft Azure DevOps, security compliance monitoring, and third-party API integration.The book takes a hands-on approach by guiding you through a fictional case study throughout the book, allowing you to apply what you learn as you learn it. At the end of the handbook, you'll discover a set of mock tests for you to embed your progress and prepare for PL-600 Microsoft certification.Whether you want to learn how to work with Power Platform or want to take your skills from the intermediate to advanced level, this book will help you achieve that and ensure that you're able to add value to your organization as an expert solution architect.What you will learnCement the foundations of your applications using best practicesUse proven design, build, and go-live strategies to ensure successLead requirements gathering and analysis with confidenceSecure even the most complex solutions and integrationsEnsure compliance between the Microsoft ecosystem and your businessBuild resilient test and deployment strategies to optimize solutionsWho this book is forThis book is for solution architects, enterprise architects, technical consultants, and business and system analysts who implement, optimize, and architect Power Platform and Dataverse solutions. It will also help anyone who needs a detailed playbook for architecting and delivering successful digital transformation projects that leverage Power Platform apps and the Microsoft business apps ecosystem. A solid understanding of Power Platform configuration and administration, Power Automate processes, Power Apps Portals, Canvas Apps, Dataverse Plugins, and Workflow Capabilities is expected.MuleSoft for Salesforce Developers: A practitioner's guide to deploying MuleSoft APIs and integrations for Salesforce enterprise solutions
Par Arul Christhuraj Alphonse, Alexandra Martinez, Akshata Sawant. 2022
Design, secure, test, and deploy APIs with MuleSoft, and integrate it with Salesforce to maximize productivityKey FeaturesBuild, implement, transform, secure,…
test, and deploy APIs using Anypoint Studio and Anypoint PlatformIntegrate MuleSoft with Salesforce and other end systems to build an application networkEnhance your Salesforce and MuleSoft skills and employability with interview and certification tips and tricksBook DescriptionMuleSoft for Salesforce Developers will help you build state-of-the-art enterprise solutions with flexible and scalable integration capabilities using MuleSoft's Anypoint Platform and Anypoint Studio. If you're a Salesforce developer looking to get started with this useful tool, look no further. This book will get you up to speed in no time, leveling up your integration developer skills. This essential guide will first introduce you to the fundamentals of MuleSoft and API-led connectivity, before walking you through the API life cycle and the Anypoint Studio IDE. Once you have the IDE set up, you'll be ready to create Mule applications. You'll look at the core components of MuleSoft and Anypoint Platform, and before long you'll know how to build, transform, secure, test, and deploy applications using the wide range of components available to you. Finally, you'll learn about using connectors to integrate MuleSoft with Salesforce and to fulfill a number of use cases, which will be covered in depth, along with interview and certification tips. By the end of this book, you will be confident building MuleSoft integrations at an enterprise scale and be able to gain the fundamental MuleSoft certification – MCD.What you will learnUnderstand how to use MuleSoft to achieve API-led connectivityDesign and create documentation for your APIDevelop Mule applications and run them in Anypoint StudioMonitor your applications from Anypoint PlatformTransform your data using DataWeaveUse the CI/CD and Mule Maven pluginsRun tests using MUnit and generate a code coverage reportUse best practices to maintain coding standardsWho this book is forThis book is for Salesforce developers who want to get started with MuleSoft. Salesforce architects will also find the concepts covered in the book useful in designing Salesforce solutions. Prior knowledge of any programming language and some basic integration concepts will be helpful, alongside basic familiarity with Salesforce development and experience with at least one Salesforce API – including the SOAP API, REST API, Bulk API, or Streaming API.The Music Producer's Creative Guide to Ableton Live 11: Level up your music recording, arranging, editing, and mixing skills and workflow techniques
Par Anna Lakatos, Ski Oakenfull. 2023
Expert guidance on enhancing your live music production skills with MIDI, audio sequencing and arrangement techniques, automation, modulation, MPE, and…
external instruments from an Ableton Certified TrainerKey FeaturesMake the most of Ableton Live 11 tools and processes to create, record and edit your own musicEngage with non-linear workflow for both music production and live performanceUnveil the best solutions to common pitfalls and mistakes committed by Ableton Live usersPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionThe Music Producer's Guide to Ableton Live will help you sharpen your production skills and gain a deeper understanding of the Live workflow. If you are a music maker working with other digital audios workstations (DAWs) or experienced in Ableton Live, perhaps earlier versions, you'll be able to put your newfound knowledge to use right away with this book.You'll start with some basic features and workflows that are more suitable for producers from another DAW looking to transfer their skills to Ableton Live 11.2. As you explore the Live concept, you'll learn to create expressive music using Groove and MIDI effects and demystify Live 11's new workflow improvements, such as Note Chance and Velocity Randomization. The book then introduces the Scale Mode, MIDI Transform tools, and other key features that can make composition and coming up with melodic elements easier than ever before. It will also guide you in implementing Live 11's new and updated effects into your current workflow.By the end of this Ableton Live book, you'll be able to implement advanced production and workflow techniques and amplify live performance capabilities with what the Live 11 workflow has to offer.What you will learnUnderstand the concept of Live, the workflow of recording and editing audio and MIDI, and warpingUse Groove, MIDI effects, and Live 11's new workflow enhancements to create innovative musicUse audio to MIDI conversion tools to translate and generate ideas quicklyEmploy Live's automation and modulation capabilities and project organization techniques to speed up your workflowUtilize MIDI Polyphonic Expression to create evolving sounds and texturesAdopt advanced techniques for production and discover the capabilities of live performanceWho this book is forIf you are a music producer, enthusiast, or hobbyist with a basic understanding of using Ableton Live for simple projects, this Ableton Live 11 book will help you improve your skills to employ the best features and techniques in your projects. This book is also for producers familiar with other DAWs looking to leverage their transferable skills to learn Ableton Live.Data is everywhere and it’s growing at an unprecedented rate. But making sense of all that data is a challenge.…
Data Mining is the process of discovering patterns and knowledge from large data sets, and Data Mining with Python focuses on the hands-on approach to learning Data Mining. It showcases how to use Python Packages to fulfill the Data Mining pipeline, which is to collect, integrate, manipulate, clean, process, organize, and analyze data for knowledge.The contents are organized based on the Data Mining pipeline, so readers can naturally progress step by step through the process. Topics, methods, and tools are explained in three aspects: “What it is” as a theoretical background, “why we need it” as an application orientation, and “how we do it” as a case study.This book is designed to give students, data scientists, and business analysts an understanding of Data Mining concepts in an applicable way. Through interactive tutorials that can be run, modified, and used for a more comprehensive learning experience, this book will help its readers to gain practical skills to implement Data Mining techniques in their work.Dr. Di Wu is an Assistant Professor of Finance, Information Systems, and Economics department of Business School, Lehman College. He obtained a Ph.D. in Computer Science from the Graduate Center, CUNY. Dr. Wu’s research interests are Temporal extensions to RDF and semantic web, Applied Data Science, and Experiential Learning and Pedagogy in Business Education. Dr. Wu developed and taught courses including Strategic Management, Databases, Business Statistics, Management Decision Making, Programming Languages (C++, Java, and Python), Data Structures and Algorithms, Data Mining, Big Data, and Machine Learning.Building Cybersecurity Applications with Blockchain and Smart Contracts (Signals and Communication Technology)
Par Nour El Madhoun, Ioanna Dionysiou, Emmanuel Bertin. 2024
This book offers an in-depth exploration of the application of blockchain and smart contract technologies in the field of cybersecurity.…
It begins by defining the fundamentals of cybersecurity in the context of blockchain and smart contracts, and then moves on to the world of e-government services, describing how blockchain can enhance the security of these services. The book also explores how blockchain can secure the Internet of Things (IoT), focusing on applications such as securing drones and protecting robotic networks. The importance of scalability in distributed replication systems is also discussed, with a particular focus on sharding. Finally, the book looks at the challenges of data protection in distributed ledger and blockchain technologies, providing both an analysis of the problems and solutions. Written by academic researchers and industry experts, this book offers a comprehensive and nuanced perspective on the transformational potential of blockchain and smart contracts in the field of cybersecurity.