Illustrated Computational Intelligence
Examples and Applications
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Beschreibung
This book presents a summary of artificial intelligence and machine learning techniques in its first two chapters. The remaining chapters of the book provide everything one must know about the basic artificial intelligence to modern machine intelligence techniques including the hybrid computational intelligence technique, using the concepts of several real-life solved examples, design of projects and research ideas. The solved examples with more than 200 illustrations presented in the book are a great help to instructors, students, non–AI professionals, and researchers. Each example is discussed in detail with encoding, normalization, architecture, detailed design, process flow, and sample input/output. Summary of the fundamental concepts with solved examples is a unique combination and highlight of this book.
This book presents a summary of artificial intelligence and machine learning techniques in its first two chapters. The remaining chapters of the book provide everything one must know about the basic artificial intelligence to modern machine intelligence techniques including the hybrid computational intelligence technique, using the concepts of several real-life solved examples, design of projects and research ideas. The solved examples with more than 200 illustrations presented in the book are a great help to instructors, students, non–AI professionals, and researchers. Each example is discussed in detail with encoding, normalization, architecture, detailed design, process flow, and sample input/output. Summary of the fundamental concepts with solved examples is a unique combination and highlight of this book.
Highlights the connection between artificial and machine intelligence techniques including hybrid soft computing techniques Discusses the utilization of several soft computing techniques in real-life scenarios Is a valuable resource for instructors, students, non–AI professionals, and researchers
Autor*in
Priti Srinivas Sajja
Themen in »Illustrated Computational Intelligence«
Artificial Inteligence (AI) Neural Network COVID-19 Genetic Algorithm Neuro-fuzzy Systems Knapsack Problem Collaborative Filtering Image Classification Fuzzy Convolutional Network Webpage Classification Hybrid Intelligent Systems Fuzzy Logic Machine Learning