Название: Distributed Optimization and Learning: A Control-Theoretic Perspective
Автор: Zhongguo Li, Zhengtao Ding
Издательство: Academic Press/Elsevier
Год: 2024
Страниц: 350
Язык: английский
Формат: epub
Размер: 24.0 MB

Distributed Optimization and Learning: A Control-Theoretic Perspective illustrates the underlying principles of distributed optimization and learning. The book presents a systematic and self-contained description of distributed optimization and learning algorithms from a control-theoretic perspective. It focuses on exploring control-theoretic approaches and how those approaches can be utilized to solve distributed optimization and learning problems over network-connected, multi-agent systems. As there are strong links between optimization and learning, this book provides a unified platform for understanding distributed optimization and learning algorithms for different purposes. For researchers, industrial practitioners, graduate students in optimization, control engineering, Data Sciences, Machine Learning, mechatronics, and applied mathematics, Mathematicians and engineers working on optimisation, learning and control systems, 3rd/4th-year undergraduate students with interests in multi-agent system optimization and control, robotics and Machine Learning.

Название: Computational Knowledge Vision: The First Footprints
Автор: Wenbo Zheng, Fei-Yue Wang
Издательство: Academic Press/Elsevier
Год: 2024
Страниц: 390
Язык: английский
Формат: epub
Размер: 46.1 MB

Computational Knowledge Vision: The First Footprints presents a novel, advanced framework which combines structuralized knowledge and visual models. In advanced image and visual perception studies, a visual model's understanding and reasoning ability often determines whether it works well in complex scenarios. This book presents state-of-the-art mainstream vision models for visual perception. As Computer Vision is one of the key gateways to Artificial Intelligence (AI) and a significant component of modern intelligent systems, this book delves into Computer Vision systems that are highly specialized and very limited in their ability to do visual reasoning and causal inference. Questions naturally arise in this arena, including (1) How can human knowledge be incorporated with visual models? (2) How does human knowledge promote the performance of visual models? To address these problems, this book proposes a new framework for computer vision–computational knowledge vision. For researchers in Computer Vision, Deep Learning, and Artificial Intelligence, including senior graduate students, Non-professional readers who have some basic knowledge of visual computing and are interested in the front of Computer Vision.

Название: Explainable Large Language Models in Healthcare Applications
Автор: Azadeh Zamanifar, Amir Taherkordi, Amirfarhad Farhadi
Издательство: Springer
Год: 2026
Страниц: 339
Язык: английский
Формат: pdf (true), epub
Размер: 24.2 MB

This is a comprehensive book that explores how Explainable Artificial Intelligence (XAI), particularly Large Language Models (LLMs), is transforming healthcare. The book covers foundational concepts of XAI, emphasizing the need for transparency, accountability, and interpretability in AI-driven medical systems, that are crucial for clinician and patient trust. It examines the principles and methodologies in Explainable AI. It details how LLMs can make complex Machine Learning outputs understandable through explanations, model design, and human-centered description. The rapid evolution of Artificial Intelligence has led to big changes to healthcare, particularly through the progress of large language models (LLMs). However, the “black-box” nature of these models has significant challenges in clinical settings, where transparency and trust are important. Explainable AI (XAI) has emerged as an important field. It aims to make AI-driven decisions interpretable, trustworthy, and actionable for healthcare professionals and patients. The integration of XAI with LLMs has the potential to cover the gap between powerful computational models and the practical needs of clinicians.

Название: Охота за киберугрозами
Автор: Аль-Фардан Надем
Издательство: Питер
Год: 2026
Формат: pdf
Страниц: 432
Размер: 23,2 Мб
Язык: русский

Прямо сейчас в сети может скрываться злоумышленник, незаметно изучающий инфраструктуру и похищающий конфиденциальные данные. Сможете ли распознать едва заметные признаки его присутствия? Охота за киберугрозами (threat hunting) — это практика выявления угроз в сети и приложениях, которые не фиксируются стандартными средствами защиты. Автор на примере реальных сценариев покажет, как должен рассуждать охотник за угрозами. Освойте методы структурированного расследования, которые помогают выявлять даже самые сложные проблемы кибербезопасности. Начните с основ: научитесь формулировать гипотезы, собирать данные разведки, строить план действий и реализовывать его на практике. Затем познакомьтесь с продвинутыми методами обнаружения аномалий — машинным обучением и статистическим анализом. Благодаря наборам данных и готовым сценариям вы сможете отработать приемы и развить профессиональные навыки.

Название: MATLAB App Development: A Practical Guide to Building Interactive GUIs
Автор: Ganesh R. Naik
Издательство: Springer
Год: 2026
Страниц: 190
Язык: английский
Формат: pdf (true), epub
Размер: 66.7 MB

This book aims to democratize MATLAB’s power, making its advanced computational capabilities accessible to a wider audience, including those less familiar with traditional command-line programming. Through step-by-step examples, we guide readers through the process of developing functional applications, covering essential topics like debugging and deployment. We strive to bridge the gap between abstract MATLAB code and tangible, interactive interfaces, enabling users to create tailored tools for various fields, from scientific research to engineering design. This book’s main goal is to provide a clear and practical guide to building interactive applications within the MATLAB environment. Here, we meticulously detail the App Designer's visual layout tools, empowering readers to seamlessly integrate GUI components like buttons, sliders, and plots. This book’s focus extends beyond mere component placement, delving into the critical aspect of writing callback functions—the MATLAB code that breathes life into these interfaces. By demonstrating how to manage data flow between the GUI and MATLAB’s computational engine, and by illustrating the creation of dynamic visualizations, we equip readers with the tools to transform complex MATLAB scripts into user-friendly applications.

Название: Evasion Engineering: Building Custom Red Team Tools for Modern Defenses
Автор: Dennis Chow, Michael LaSalvia
Издательство: No Starch Press
Год: 2026
Страниц: 256
Язык: английский
Формат: epub
Размер: 26.5 MB

If your tooling is public, it’s already known. Defenders have studied every public offensive framework. They know Cobalt Strike’s beacon patterns, Metasploit’s shellcode signatures, and the behavioral fingerprints of every commodity implant. Once it’s known, the tool gets burned. As a red teamer, your job is to get in. When defenders know your tools, they know your moves—and you don’t get in. Evasion Engineering teaches you to build custom offensive tooling in Go by understanding what modern defenses actually target and building around them. You’ll construct network enumerators, C2 implants, lateral movement tools, obfuscated loaders, and covert exfiltration channels. Each chapter then flips the perspective: the same techniques, examined from the detection side. Build the tool. Understand how it gets caught. Build better. This book is intended for penetration testers seeking to become skilled red team operators. You should have experience using and automating tasks for web, cloud, Linux, and networking technologies to get the most from each lab. Even if you’re already familiar with other areas of security, you’ll gain valuable insights into how different TTPs work at a much deeper level. The chapters also make extensive use of multiple cloud providers and the Go programming language. If you don’t have experience in either, be sure to read the appendix. Requires Go 1.21.x and higher and Python 3.x

Название: Fabulous Adventures in Data Structures and Algorithms (MEAP v8)
Автор: Eric Lippert
Издательство: Manning Publications
Год: 2026
Страниц: 436
Язык: английский
Формат: pdf (true), epub
Размер: 21.6 MB

Author Eric Lippert introduces fabulous solutions using uncommon algorithms and data structures. There’s a lot more to algorithms than the useful-but-boring recipes you recite for every interview. This unique book introduces a collection of amazing algorithms that have the potential to change the way you program. To get the most out of this book you’ll want to have some experience with programming, either professionally or recreationally, and a desire to add new tools to your toolbox. Familiarity with the “big-O” notation used to describe asymptotic performance will be useful, but not required. All the code is written in C#, the language I know best, but will be understandable to any programmer who has a working knowledge of a modern object-oriented language such as Java, C++, and so on. For working programmers who know C#, Java, Python, or similar object-oriented language. Examples in C#.

Название: 1400 задач по программированию
Автор: Златопольский Д. М.
Издательство: Москва
Год: 2020
Cтраниц: 192
Формат: pdf (ocr)
Размер: 34 мб
Язык: русский

Овладеть искусством программирования невозможно без решения задач разного типа и уровня сложности. В данной книге читатель найдет более 1400 задач, охватывающих широкий круг тем: вычисления по формулам, обработка данных во время ввода, использование массивов и многие другие. Задачи не привязаны к конкретному языку программирования и могут быть решены в программе на любом языке – Pascal, Python, С, школьном алгоритмическом языке и др.

Название: Серия "Видеоигры. Глубокое погружение" в 9 книгах
Автор(ы): разные
Издательство: Москва
Год: 2023-2026
Страниц: 1000+
Формат: fb2, pdf, epub
Размер: 79 Мб
Язык: русский

Всегда хотели делать игры, но не знали с чего начать? Много идей и все хочется реализовать? Страшно браться за что-то новое с нуля? Мысли о программировании вводят в панический ужас?
Тогда книги этой серии именно для вас.

Название: Сакральные квесты. Зачем религия и мифология в видеоиграх
Автор: Леонид Мойжес
Издательство: АСТ
Год: 2026
Формат: fb2
Страниц: 340
Размер: 17.9 MB
Язык: русский

Эта книга – приглашение погрузиться в таинственный и многогранный мир сакрального в играх и понять, как и почему мифы и религия влияют на нарратив и геймплей, а главное – как через виртуальные квесты раскрываются глубинные смыслы, формирующие нас самих. Леонид Мойжес – исследователь компьютерных и настольных ролевых игр, преподаватель на направлении гейм-дизайна Московского института бизнеса и дизайна.