Название: Research Advances in Intelligent Computing: Volume 2Автор: Anshul Verma, Pradeepika Verma
Издательство: CRC Press
Год: 2025
Страниц: 261
Язык: английский
Формат: pdf (true)
Размер: 13.9 MB
Researchers and scientists have invested a great deal of effort into developing computers and other devices to be more capable of doing a wider range of tasks. As a result, the potential of computers to do a wide range of tasks in different environments, at varying speeds, and in smaller forms is growing dramatically every day. Currently, there is a race to create robots or computers with human-level intelligence. Artificial Intelligence (AI) is the ability of a machine or software to think like a human being. The study of the human brain, specifically how humans learn, make decisions, and react when trying to solve issues, is the basis of AI. The creation of intelligent software and systems, or Intelligent Computing (IC), is the outcome of AI studies. An IC system can perceive, reason, learn, and use language. In IC systems, AI and other cutting-edge techniques are employed to create system intelligence. IC has been applied to almost every area of Computer Science, including networking, software engineering, gaming, robotics, expert systems, natural language processing (NLP), computer vision, image processing, and Data Science. Today, IC is also used to resolve a variety of complicated problems in many different fields, including disease prediction in medicine, crop productivity prediction in agriculture science, market growth prediction in economics, weather forecasting, etc. For all of these reasons, this book provides the most recent developments in AI as well as IC. In this perspective, the book contains the most recent research on Machine Learning, neural networks, Deep Learning, evolutionary algorithms, genetic algorithms, swarm intelligence, fuzzy systems, and other related topics.
Target audience:
This book will be beneficial for academicians, researchers, developers, engineers, and practitioners working in or interested in the research trends and applications of artificial and computational intelligence. This book is expected to serve as a reference book for developers and engineers working in the intelligent computing domain and for those pursuing a graduate/postgraduate course in Computer Science and engineering/information technology.
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