"Intelligent System" ed. by Chatchawal Wongchoosuk
ITExLi | 2018 | ISBN: 178923607X 9781789236071 1789236061 9781789236064 1838814485 9781838814489 | 205 pages | PDF | 23 MB
ITExLi | 2018 | ISBN: 178923607X 9781789236071 1789236061 9781789236064 1838814485 9781838814489 | 205 pages | PDF | 23 MB
This book aims to describe the AI systems ranging from the basic knowledge, i.e., algorithm and mathematical models of AI techniques, fundamentals of machine learning, genetic algorithm, and fuzzy logic, to the current state-of-the-art applications, such as smart road and biomedical applications.
Intelligent system is an advanced machine that can perceive, learn, and solve the problems with a great accuracy. Technologies with intelligent system are currently available in the market and used in real-world applications, i.e., self-driving cars, Siri, Alexa, Facebook, and so on. To exceed human cognitive capabilities, the important keys rely on the development of sensors and algorithms. Therefore, the insight into artificial intelligence (AI) methods becomes a fundamental building block for design and construction of intelligent system with particular applications.
Contents
1. Intelligent Embedded Software: New Perspectives and Challenges
2. Cognitive Artificial Intelligence: Concept and Applications for Humankind
3. Predicate Calculus as a Tool for AI Problems Solution: Algorithms and Their Complexity
4. On the Computational Analysis of the Genetic Algorithm for Attitude Control of a Carrier System
5. Multiagent Intelligent System of Convergent Sensor Data Processing for the Smart&Safe Road
6. An Expert System Based on Computer Vision and Statistical Modelling to Support the Analysis of Collagen Degradation
7. Neural Network Configurations Analysis for Multilevel Speech Pattern Recognition System with Mixture of Experts
8. Hybrid Intelligent System for Diagnosing Breast Pre-Cancerous and Cancerous Conditions Based on Image Analysis
9. New Trends in Artificial Intelligence: Applications of Particle Swarm Optimization in Biomedical Problems
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