Название: Text Mining: Concepts, Implementation, and Big Data Challenge, 2nd Edition
Автор: Taeho Jo
Издательство: Springer
Год: 2024
Страниц: 451
Язык: английский
Формат: pdf (true)
Размер: 45.8 MB

This popular book, updated as a textbook for classroom use, discusses text mining and different ways this type of data mining can be used to find implicit knowledge from text collections. The author provides the guidelines for implementing text mining systems in Java, as well as concepts and approaches. The book starts by providing detailed text preprocessing techniques and then goes on to provide concepts, the techniques, the implementation, and the evaluation of text categorization. It then goes into more advanced topics including text summarization, text segmentation, topic mapping, and automatic text management. The book features exercises and code to help readers quickly learn and apply knowledge. We adopt Java as the tool of implementing the text classification system. Because the program which is developed by Java executes by the virtual machine, its execution may be slow. In spite of that, the reason of adopting Java is that the performance of CPU is increasing continually and debugging is very easy. In Java programming which keeps the object-oriented programming, it is very easy to reuse the source code in other programs for implementing a program.

Название: Artificial Intelligence in Byte-sized Chunks
Автор: Peter J. Bentley
Издательство: Michael O'Mara Books Limited
Год: 2024
Страниц: 246
Язык: английский
Формат: epub (true)
Размер: 12.2 MB

Artificial Intelligence (AI) is headline news with the launch of the latest ChatGPT and Google Gemini. But when did we start making computers mimic the human mind? And what is the reality of the capabilities of AI now, and in the future? AI has always stirred emotions, and caused great excitement as well as great concern. Since the launch of large language models such as ChatGPT, the scope and capabilities of AI look set to transform our technology, in both good and bad ways. AI can help teach us how to write better or help us generate amazing artworks. But in the wrong hands, AI can create fake images and fake information that can be used to damage our societies. A new addition to the popular Bite-sized Chunks series, this expert-led book will explore how AI has developed from humble beginnings in the 1950s to today’s extraordinary AIs that have more neurons than the human brain. Focusing on specific AIs and their creators over the years, it explains the science and engineering behind each AI, discusses ethical issues and covers all the most fascinating information about one of the most important and contentious developments in human technology (including the latest on generative AI/ChatGPT), as well as what we can expect to see in the future of this field – all in short, accessible bite-sized chunks.

Название: The Art of R Programming: A research based book
Автор: Eman Ahmad
Издательство: Independently published
Год: 2024
Язык: английский
Формат: mobi
Размер: 10.6 MB

The Art of R programming is a researh based book, focusing on "Integrating Practical Applications with Foundational Theory in R Programming Education". This book has got a solid exploration of R programming, blending theoretical concepts with practical applications in an engaging manner.

Название: Swarm Optimization for Biomedical Applications
Автор: Saurav Mallik, Zhongming Zhao, Nanda Dulal Jana, Prabhu Jayagopal,Tapas Si
Издательство: CRC Press
Год: 2025
Страниц: 327
Язык: английский
Формат: pdf (true), epub
Размер: 30.0 MB

Biomedical engineering is a rapidly growing interdisciplinary area that is providing solutions to biological and medical problems and improving the healthcare system. It is connected to various applications like protein structure prediction, computer-aided drug design, and computerized medical diagnosis based on image and signal data, which accomplish low-cost, accurate, and reliable solutions for improving healthcare services. With the recent advancements, Machine Learning (ML) and Deep Learning (DL) techniques are widely used in biomedical engineering to develop intelligent decision-making healthcare systems in real-time. However, accuracy and reliability in model performance can be a concern in tackling data generated from medical images and signals, making it challenging for researchers and practitioners. Therefore, optimized models can produce quality healthcare services to handle the complexities involved in biomedical research. The collective intelligence of a swarm is inspired by the way they interact with each other and the environment. The popular SI techniques are Particle Swarm Optimization (PSO), Ant Colony Optimization (ACO), Cuckoo Search (CS), Firefly Algorithm (FA), Salp Swarm Algorithm (SSA), Grey Wolf Optimization (GWO), and Moth-Flame Optimizer (MFO).

Название: Функциональное программирование на С++
Автор: Чукич И.
Издательство: ДМК Пресс
Год: 2020
Cтраниц: 360
Формат: pdf (ocr) / djvu
Размер: 17 мб
Язык: русский

Хорошо написанный код легче тестировать и использовать повторно, его проще распараллелить, и он меньше подвержен ошибкам. Владение приемами функционального программирования поможет вам писать код, соответствующий требованиям к современным приложениям, проще выражать сложную логику программ, изящно обрабатывать ошибки и элегантно оформлять параллельные алгоритмы.

Название: Python Simplified: Learn Programming Through Practical Examples
Автор: Abdelazeem Emam
Издательство: Independently published
Год: 2024
Язык: английский
Формат: pdf, azw3, epub (true), mobi
Размер: 10.1 MB

"Python Programming: A Simplified Guide for Beginners" is your ultimate beginner's guide to learning Python. With practical examples and step-by-step instructions, this book teaches you to code, build projects, and understand Python through hands-on exercises. Ideal for anyone new to programming! Unlock the world of programming with "Python Programming: A Simplified Guide for Beginners." This beginner-friendly eBook is designed to help you master Python, the most popular programming language, through real-world examples and hands-on practice. you'll learn everything from setting up Python to building interactive programs, creating functions, working with files, and exploring object-oriented programming. Whether you're a student, a professional, or someone simply curious about coding, this book will guide you through each step with clear explanations and practical exercises. Get ready to jumpstart your coding journey and apply your newfound skills to real-world projects, all while mastering the art of Python programming. No prior programming experience required!

Название: Improving Operating Leverage Using Hyperautomation: Unlock Strategic Advantages Across Banking and Non-Banking Financial Institutions
Автор: Kannan Subramanian R
Издательство: Apress
Год: 2024
Страниц: 559
Язык: английский
Формат: pdf (true), epub
Размер: 89.0 MB

Improving operating leverage is about operational resilience, structural operational efficiency, and sustainable revenue growth. Activity-based enterprise non-interest cost management is an important component of enterprise risk adjusted return management methodology. This book builds on the author Kannan Subramanian’s earlier book, Event- and Data-Centric Enterprise Risk-Adjusted Return Management, delving in depth into enterprise non-interest operating cost management and operating leverage. Operating Leverage is about managing a bank’s capabilities and its capacity to deliver its products and services efficiently. It is not limited to managing operational costs but includes the operational support for the growth of business and for improving profitability. Hyperautomation uses enterprise process automation technology and advanced analytics such as Machine Learning, to provide a layer of intelligence in process orchestration. A banking process has a set of business activities, a deliverable, and starting and ending points. An activity can be either manual or automatic and can be classified as belonging to a front, middle, or back office function. Hyperautomation uses a low-code application platform to facilitate the implementation of ABC or TDABC. Business activity configuration, process modeling, and intelligent processing are its strengths.

Название: Artificial Intelligence of Neuromorphic Systems: From Digital, Analogue, Quantum, and Brain-Oriented Computing to Hybrid AI
Автор: Klaus Mainzer
Издательство: World Scientific Publishing Company
Год: 2024
Страниц: 436
Язык: английский
Формат: pdf (true)
Размер: 31.7 MB

This book argues for neuromorphic systems as a technology of the future, which are oriented towards the energy efficiency of natural brains. Energy efficiency is a dramatic claim in times of environmental and climate challenges which should consider the sustainability goals of the United Nations (UN). Mathematically, neuromorphic computing is connected to analogue ('real') computing, which theoretically overcomes the limits of digital Turing computability. Therefore, the book also considers material sciences and engineering sciences which start to realize neuromorphic computing in hardware. Other mathematical formalisms such as quantum mechanics also open up new solutions (e.g., quantum computing) beyond the limits of digital Turing computability. These research fields are no longer merely of theoretical interest, they promise increasing innovation power of market interest. Nevertheless, neuromorphic computing is connected with deep logical, mathematical, and epistemic questions. Does it open new avenues to Artificial General Intelligence (AGI)? All these tendencies of research and innovation demonstrate that we need more integrated research in the foundations of logic, mathematics, physics, engineering sciences, cognitive science, and philosophy. The book is a plea for this kind of research.

Название: Программирование на C# 5.0
Автор: Гриффитс Й.
Издательство: М.: Эксмо
Год: 2014
Cтраниц: 1135
Формат: pdf
Размер: 103 мб
Язык: русский

Исчерпывающее комплексное руководство по С# 5.0 и .NET 4.5. Большое количество примеров поможет при работе с такими особенностями С#-кода, как обобщения, динамическая типизация и новые возможности асинхронного программирования. Кроме того, вы узнаете обо всех тонкостях работы с XAML, ASP.NET, LINQ и другими инструментами платформы .NET.

Название: Introduction to Data Governance for Machine Learning Systems: Fundamental Principles, Critical Practices, and Future Trends
Автор: Aditya Nandan Prasad
Издательство: Apress
Год: 2024
Страниц: 731
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

This book is the first comprehensive guide to the intersection of data governance and Machine Learning (ML) projects. As ML applications proliferate, the quality, reliability, and ethical use of data is central to their success, which gives ML data governance unprecedented significance. However, adapting data governance principles to ML systems presents unique, complex challenges. Author Aditya Nandan Prasad equips you with the knowledge and tools needed to navigate this dynamic landscape effectively. Through this guide, you will learn to implement robust and responsible data governance practices, ensuring the development of sustainable, ethical, and future-proofed AI applications. For data professionals, including data scientists, data engineers, AI developers, or data governance specialists, as well as managers or decision makers looking to implement or improve data governance practices for Machine Learning projects.