Название: Artificial Intelligence of Health-Enabled Spaces
Автор: Fadi Al- Turjman
Издательство: CRC Press
Год: 2023
Страниц: 203
Язык: английский
Формат: pdf (true)
Размер: 12.9 MB

Artificial Intelligence of Health-Enabled Spaces (AIoH) has made a number of revolutionary advances in clinical studies that we are aware of. Among these advances, intelligent and medical services are gaining a great deal of interest. Nowadays, AI-powered technologies are not only used in saving lives, but also in our daily life activities in diagnosing, controlling, and even tracking of COVID-19 patients. These AI-powered solutions are expected to communicate with cellular networks smoothly in the next-generation networks (5G/6G and beyond) for more effective/critical medical applications. This will open the door for other interesting research areas. This book focuses on the development and analysis of Artificial Intelligence (AI) model applications across multiple disciplines. AI-based Deep Learning models, fuzzy and hybrid intelligent systems, and intrinsic explainable models are also presented in this book. Some of the fields considered in this smart health-oriented book include AI applications in electrical engineering, biomedical engineering, environmental engineering, computer engineering, education, cyber security, chemistry, pharmacy, molecular biology, and tourism.

Название: What Are ChatGPT and Its Friends? Opportunities, Costs, and Risks for Large Language Models
Автор: Mike Loukides
Издательство: O’Reilly Media, Inc.
Год: 2023-03-24
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.2 MB

ChatGPT is not your run-of-the-mill automated chat server. It's much more. But if you want to understand the possibilities that ChatGPT (and similar models) offers your organization, it's important to move past the hype. Large language models like GPT-3 and GPT-4 represent one of the biggest technological leaps we've seen in our lifetime. In this concise report, Mike Loukides zeros in on the essential things you should understand to take advantage of ChatGPT. ChatGPT, or something built on ChatGPT, or something that’s like ChatGPT, has been in the news almost constantly since ChatGPT was opened to the public in November 2022. What is it, how does it work, what can it do, and what are the risks of using it? A quick scan of the web will show you lots of things that ChatGPT can do. Many of these are unsurprising: you can ask it to write a letter, you can ask it to make up a story, you can ask it to write descriptive entries for products in a catalog. Many of these go slightly (but not very far) beyond your initial expectations: you can ask it to generate a list of terms for search engine optimization, you can ask it to generate a reading list on topics that you’re interested in. It has helped to write a book. Maybe it’s surprising that ChatGPT can write software, maybe it isn’t; we’ve had over a year to get used to GitHub Copilot, which was based on an earlier version of GPT. And some of these things are mind blowing. It can explain code that you don’t understand, including code that has been intentionally obfuscated. It can pretend to be an operating system. Or a text adventure game. It’s clear that ChatGPT is not your run-of-the-mill automated chat server. It’s much more.

Название: XeHE: an Intel GPU Accelerated Fully Homomorphic Encryption Library: A SYCL Sparkler: Making the Most of C++ and SYCL
Автор: Alexander Lyashevsky, Alexey Titov, Yiqin Qiu, Yujia Zhai
Издательство: Codeplay Software
Год: 2023
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

This installment of a "SYCL Sparkler" explores in depth a way to implement a reasonably efficient implementation for Homomorphic Encryption using modern C++ with SYCL. As a result of their work, the authors learned some valuable optimization techniques and insights that the they have taken time to share in this very interesting and detailed piece. A key value of using C++ with SYCL, is the ability to be portable while supporting the ability to optimize at a lower level when it is deemed worth the effort. This work helps illustrate how the authors isolated that optimization work, and their thought process on how to pick what to optimize. The code for this implementation is available open source online. None of the performance numbers shown are intended to provide guidance on hardware selection. The authors offer their results and observations to illustrate the magnitude of changes that may correspond to the optimizations being discussed. Readers will find the information valuable to motivate their own optimization work on their applications using some of the techniques highlighted by these authors.

Название: Recoverable Mutual Exclusion
Автор: Sahil Dhoked, Wojciech Golab, Neeraj Mittal
Издательство: Springer
Год: 2023
Страниц: 132
Язык: английский
Формат: pdf (true), epub
Размер: 20.8 MB

This book discusses the recent research work on designing efficient fault-tolerant synchronization mechanisms for concurrent processes using the relatively new persistent memory technology that combines the low latency benefits of DRAM with the persistence of magnetic disks. The authors include all of the major contributions published to date, and also convey some perspective regarding how the problem itself is evolving. The results are described at a high level to enable readers to gain a quick and thorough understanding of the RME problem and its nuances, as well as various solutions that have been designed to solve the problem under a variety of important conditions and how they compare to each other. Inspired by the new possibilities offered by multiprocessor architectures equipped with persistent memory, Golab and Ramaraju recently formalized a fault-tolerant variation of the classic mutual exclusion problem, called Recoverable Mutual Exclusion (RME).

Название: Artificial Intelligence in Control and Decision-making Systems: Dedicated to Professor Janusz Kacprzyk
Автор: Yuriy P. Kondratenko, Vladik Kreinovich, Witold Pedrycz, Arkadii Chikrii
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2023
Страниц: 394
Язык: английский
Формат: pdf (true), epub
Размер: 33.8 MB

This book presents an authoritative collection of contributions reporting on Computational Intelligence, fuzzy systems as well as Artificial Intelligence (AI) techniques for modeling, optimization, control and decision-making together with applications and case studies in engineering, management and economic sciences. The book reflects recent developments and new directions in Artificial Intelligence, including computation method of the interval hull to solutions of interval and fuzzy interval linear systems, fuzzy-Petri-networks in supervisory control of Markov processes in robotic systems, fuzzy approaches for linguistic data summaries, first-approximation analysis for choosing fuzzy or neural systems and type-1 or type-2 fuzzy sets, etc.

Название: Python for Beginners - 14th Edition 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Страниц: 93
Язык: английский
Формат: pdf
Размер: 51,5 MB

"Python для начинающих" предоставляет основы программирования на Python, что позволит вам начать создавать программы на этом языке быстро и легко! Это бесценное руководство по программированию с использованием Python охватывает все от базового синтаксиса до алгоритмов и структур данных, объясняя вам, как использовать Python для написания основных функций и решения алгоритмических задач. Примеры четкие и информативные, и позволяют вам лучше понять язык. Хотя книга не раскрывает сложные методы, она обращается к полезным расширениям Python, которые расширяют его возможности. Руководство также содержит подробное введение в язык программирования Python, которое включает в себя все темы, необходимые для начала работы, такие как синтаксис, переменные, функции, модули, циклы и многое другое. Это руководство подходит для начинающих, которые никогда не программировали раньше, а также для тех, кто хочет изучить Python как свой первый язык программирования.

Название: Combine Mastery in SwiftUI
Автор: Mark Moeykens
Издательство: Big Mountain Studio
Год: 9-SEPT-2022
Страниц: 429
Язык: английский
Формат: pdf (true) + Sources
Размер: 57.5 MB

Stop struggling to understand. Have fun learning Combine. Learn with plain and simple English. Don't fail interviews (like I did). Save time, pain, and frustration. This book will: Give you an overview of the MVVM architecture so you can better understand project organization; Describe Combine in a new way to help you understand the concepts before getting into code; Give you a foundation in Swift-specific language features and examples that help make Combine possible; Show you how to create your first Combine pipelines in SwiftUI, step-by-step; Provide a visual reference guide describing over 140 Combine examples; Demonstrate SwiftUI views connected to EVERY Combine pipeline

Название: SwiftUI Views Mastery
Автор: Mark Moeykens
Издательство: Big Mountain Studio
Год: 9-SEP-2022
Страниц: 1010
Язык: английский
Формат: pdf (true)
Размер: 165.4 MB

Get all your answers in one central visual reference book without wasting time searching and trying to find the answers. This book takes advantage of the "Picture Superiority Effect". A scientific term that believes that the brain is able to process images approximately 60,000 times faster than it processes a similar amount of written information! You're going to remember pictures faster than code. And that's why this book will be giving you an advantage with a screenshot (or video) on every page.

Название: R Packages: Organize, Test, Document, and Share Your Code, 2nd Edition (Early Release)
Автор: Hadley Wickham, Jenny Bryan
Издательство: O’Reilly Media, Inc.
Год: 2023-04-17
Страниц: 403
Язык: английский
Формат: pdf, epub (true)
Размер: 10.2 MB

Turn your R code into packages that others can easily download and use. This practical book shows you how to bundle reusable R functions, sample data, and documentation together by applying the package development philosophy used in the package known as the tidyverse (and beyond). In the process, you'll work with devtools, usethis, roxygen2, and testthat, a set of R packages that automate common development tasks. Packages are the fundamental units of reproducible R code. They include reusable R functions, the documentation that describes how to use them, and sample data. In this book you’ll learn how to turn your code into packages that others can easily download and use. Writing a package can seem overwhelming at first. So start with the basics and improve it over time. It doesn’t matter if your first version isn’t perfect as long as the next version is better.

Название: MATLAB Text Analytics Toolbox User's Guide (R2023a)
Автор: The MathWorks
Издательство: The MathWorks, Inc
Год: March 2023
Страниц: 336
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Text Analytics Toolbox provides algorithms and visualizations for preprocessing, analyzing, and modeling text data. Models created with the toolbox can be used in applications such as sentiment analysis, predictive maintenance, and topic modeling. Text Analytics Toolbox includes tools for processing raw text from sources such as equipment logs, news feeds, surveys, operator reports, and social media. You can extract text from popular file formats, preprocess raw text, extract individual words, convert text into numerical representations, and build statistical models.