Название: Intelligent Technologies: Concepts, Applications, and Future Directions, Volume 2Автор: Satya Ranjan Dash, Himansu Das, Kuan-Ching Li
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2023
Страниц: 260
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB
This book discusses automated computing systems which are mostly powered by intelligent technologies like Artificial Intelligence, Machine Learning, image recognition, speech processing, cloud computing, etc., to perform complex automated tasks which are not possible by traditional computing systems. The chapters are extended version of research works presented at second PhD Research Symposium in various advanced technologies used in the field of Computer Science. This book provides an opportunity for the researchers to get ideas regarding the ongoing works that help them in formulating problems of their interest. The academicians can also be benefited to know about the current research trends that smooth the way to guide their students to carry out research work in the proper direction. The industry people will be also facilitated to know about the current advances in research work and materialize the research work into industrial applications.
Intelligent systems are technologically advanced machines that perceive and respond to the world around them. Intelligent systems can take many forms like Natural Language Generation, Speech Recognition, Machine Learning Platforms, Virtual Agents, Decision Management, AI Optimized Hardware, and Deep Learning Platforms. Intelligent automation (IA) combines robotic process automation (RPA) with advanced technologies such as Artificial Intelligence (AI), analytics, optical character recognition (OCR), and intelligent character recognition (ICR). According to these intelligent systems of classification, there are four types of AI or AI-based systems: reactive machines, limited memory machines, theory of mind, and self-aware AI. Intelligence has been defined in many ways: the capacity for abstraction, logic, understanding, self-awareness, learning, emotional knowledge, reasoning, planning, creativity, critical thinking, and problem-solving. Intelligent document processing is the kind of technology that can automatically recognize and extract valuable data from diverse documents like scanned forms, PDF files, emails, etc. and transform it into the desired format.
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