Название: Computational Intelligence Applications for Text and Sentiment Data Analysis
Автор: Diраnkаr Dаs, Аnuр Кumаr Коlуа, Аbhishеk Ваsu, Sоhаm Sаrkаr
Издательство: Academic Press/Elsevier
Год: 2023
Страниц: 266
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Computational Intelligence Applications for Text and Sentiment Data Analysis explores the most recent advances in text information processing and data analysis technologies, specifically focusing on sentiment analysis from multifaceted data. The book investigates a wide range of challenges involved in the accurate analysis of online sentiments, including how to i) identify subjective information from text, i.e., exclusion of ‘neutral’ or ‘factual’ comments that do not carry sentiment information, ii) identify sentiment polarity, and iii) domain dependency. Spam and fake news detection, short abbreviation, sarcasm, word negation, and a lot of word ambiguity are also explored. Further chapters look at the difficult process of extracting sentiment from different multimodal information (audio, video and text), semantic concepts. In each chapter, the book's authors explore how computational intelligence (CI) techniques, such as deep learning, convolutional neural network, fuzzy and rough set, global optimizers, and hybrid machine learning techniques play an important role in solving the inherent problems of sentiment analysis applications.

Название: Kali Linux: Mastering the Art of Ethical Hacking and Penetration Testing (2023 Guide)
Автор: Кеvin Кirk
Издательство: Reedsy
Год: 2023
Страниц: 124
Язык: английский
Формат: pdf, epub
Размер: 14.6 MB

"Kali Linux: Mastering the Art of Ethical Hacking and Penetration Testing" is your comprehensive guide to understanding and leveraging the power of Kali Linux, the premier platform for ethical hacking and cybersecurity testing. This book equips you with the knowledge and tools to navigate the intricate world of cybersecurity and become a proficient ethical hacker. "Kali Linux: Mastering the Art of Ethical Hacking and Penetration Testing" is not just a book; it's your essential companion for building a strong foundation in ethical hacking and cybersecurity. Embrace the power of Kali Linux and become a master of ethical hacking and penetration testing today.

Автор: Пантелеев А.В., Скавинская Д.В.
Название: Метаэвристические алгоритмы глобальной оптимизации. Монография
Издательство: М.: Вузовская книга
Год: 2019
ISBN: 978-5-9502-0843-0
Язык: Русский
Формат: djvu
Размер: 22,5 Мб
Качество: хорошее, текстовый слой, оглавление.
Кол-во страниц: 332

Описание: В отличие от классических методов оптимизации метаэвристические методы могут применяться в ситуациях, когда практически полностью отсутствует информация о характере и свойствах исследуемой функции. Метаэвристические методы объединяют в себе один или более эвристических методов (процедур), опирающихся на стратегию поиска более высокого уровня (отсюда — мета).

Название: OSINT Techniques: Resources for Uncovering Online Information, 10th Edition
Автор: Мiсhаеl Ваzzеll
Издательство: Independently published
Год: 2023
Страниц: 549
Язык: английский
Формат: pdf
Размер: 38.9 MB

New (2023) 10th Edition contains many updated techniques, scripts, and tools!

It is time to look at OSINT in a different way. For many years, and within previous editions of this book, we have relied on external resources to supply our search tools, virtual environments, and investigation techniques. We have seen this protocol fail us when services shut down, websites disappear, and custom resources are dismantled due to outside pressures. This book aims to correct our dilemma. We will take control of our investigative resources and become self-reliant. There will be no more need for online search tools; we will make and host our own locally. We will no longer seek pre-built virtual machines; we will create and configure our own. This book puts the power back in your hands. The new OSINT professional must be self-sustaining and possess their own tools and resources. You will become a more proficient subject matter expert who will be armed with the knowledge and readiness to articulate the sources of your findings.

Название: Automated Sound Design
Автор: Еriс Lуоn
Издательство: A-R Editions, Inc.
Год: 2023
Страниц: 426
Язык: английский
Формат: pdf (true)
Размер: 11.0 MB

Sound design is a ubiquitous subject for electronic musicians working across a staggering array of contemporary musical styles and practices. There is an extensive literature covering the creation of Foley effects, and another body of literature addressing domain-specific applications of sound design technique, e.g., how to make bass sounds for Dubstep or how to produce drum sounds for Trap. There is also a computer music literature that focuses on the mathematics of digital signal processing as it pertains to implementing classic digital synthesis and processing techniques. Automated Sound Design addresses the topic from a different perspective, demonstrating the power of sound design when enhanced by automated structures implemented with computer programming. Through the techniques and projects developed in this book, the reader will learn how to create sound design scenarios that generate classes of sounds with controlled unpredictability and unlimited variety of output. This adventure will reveal new ways to work with additive synthesis, frequency modulation, analysis-transformation synthesis, drum machines, Black MIDI, and spatialization for binaural listening. javascript in Max is so wonderful that every serious Max user should know how to use it.

Название: Full Stack Development with SAP
Автор: Rеnе Glаvаnоvits, Маrtin Косh, Dаniеl Кrаnсz, Махimiliаn Оlzingеr
Издательство: Rheinwerk Publishing
Год: 2023
Страниц: 612
Язык: английский
Формат: epub (true)
Размер: 29.6 MB

Your guide to end-to-end SAP development is here! From the database to the user interface, you’ll learn what it takes to create applications as a full stack developer. See how to use SAPUI5, OData, CDS, TypeScript, and SAP Fiori elements in your applications. Get detailed, step-by-step instructions for working with OData V4 and V2, including developing applications using the ABAP RESTful application programming model and creating projects in Transaction SEGW. Extend and deploy your applications―then you’re ready to go! TypeScript is an extension of javascript that enables the development of more robust and maintainable code bases. For this, aspects such as typing, classes, interfaces, generics, and other functions play a major role in simplifying the development process and increasing source code quality. TypeScript helps detect type-related errors early on, reduce code complexity, and increase code readability.

Название: LPI Web Development Essentials Study Guide: Exam 030-100
Автор: Аudrеу О'Shеа
Издательство: Sybex
Год: 2024
Страниц: 448
Язык: английский
Формат: epub (true)
Размер: 14.3 MB

Pass the LPI Web Development Essentials exam and set yourself up for success at a new web development job. In LPI Linux Professional Institute Web Development Essentials Study Guide: Exam 030-100, accomplished IT educator and systems engineer, Audrey O'Shea delivers an easy-to-follow and hands-on roadmap to passing the LPI Web Development Essentials exam and hitting the ground running at a new job as a web developer. In the book, you'll explore the software development skills, web technologies, HTML, CSS, Node.js, and javascript info you need to implement modern applications and solutions in a web environment.

Название: Architecting Data and Machine Learning Platforms: Enable Analytics and AI-Driven Innovation in the Cloud (Final)
Автор: Маrсо Тrаnquillin, Vаlliарра Lаkshmаnаn, Firаt Теkinеr
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 362
Язык: английский
Формат: pdf (true), epub (true)
Размер: 16.4 MB

What is a data platform? Why do you need it? What does building a data and Machine Learning (ML) platform involve? Why should you build your data platform on the cloud? This book starts by answering these common questions that arise when dealing with data and ML projects. We then lay out the strategic journey that we recommend you take to build data and ML capabilities in your business, show you how to execute on each step of that strategy, and wrap up all the concepts in a model data modernization case. All cloud architects need to know how to build data platforms that enable businesses to make data-driven decisions and deliver enterprise-wide intelligence in a fast and efficient way. This handbook shows you how to design, build, and modernize cloud native data and machine learning platforms using AWS, Azure, Google Cloud, and multicloud tools like Snowflake and Databricks.

Автор: Ковалев М.М.
Название: Матроиды в дискретной оптимизации. Изд. 2-е.
Издательство: М.: Едиториал УРСС
Год: 2003
ISBN: 5-354-00498-5
Язык: Русский
Формат: djvu
Размер: 13,3 Мб
Качество: хорошее, текстовый слой, оглавление.
Кол-во страниц: 224

Описание: Книга посвящена описанию одного из направлений применений теории матроидов в дискретной оптимизации, матроидному подходу анализа эффективности алгоритмов. В книге предлагаются три новые схемы синтеза серий градиентных алгоритмов и приводятся оценки погрешности для лучшего из построенных решений на примере модельных задач дискретной оптимизации — задач о ранце и коммивояжере.

Название: Байесовские модели восприятия и действия: Современный взгляд на принципы работы мозга
Автор: Bэй Цзи Ma, Koнpaд Kepдинг, Дэниeл Гoлдpaйx
Издательство: ДМК Пресс
Год: 2023
Страниц: 460
Язык: русский
Формат: pdf
Размер: 29.1 MB

Многие формы восприятия и действий можно математически смоделировать с помощью вероятностного (байесовского) вывода – метода, используемого для получения выводов на основе неопределенных данных. Согласно этим моделям, сталкиваясь с зашумленными и неоднозначными данными, человеческий мозг ведет себя как талантливый специалист по обработке данных или следователь на месте преступления. Данная богатая примерами и иллюстрациями книга представляет собой введение в методологию построения и использования вероятностных моделей принятия решений и действий. Издание адресовано широкому кругу читателей, интересующихся нейробиологией, когнитивными науками, машинным обучением, психологией, лингвистикой и математикой.