Artificial Intelligence in Theory and Practice WCC 2006 Santiago Chile 1st Edition by Max Bramer – Ebook PDF Instant Download/Delivery. 9780387347479 ,038734747X
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Product details:
ISBN 10: 038734747X
ISBN 13: 9780387347479
Author: Max Bramer
Artificial Intelligence in Theory and Practice WCC 2006 Santiago Chile 1st Edition Table of contents:
Part I: Foundations of Artificial Intelligence
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Theoretical Foundations of AI
- Formal Models of Computation and Intelligence
- Logic and Inference in AI Systems
- Knowledge Representation and Reasoning
- Case Study: Formal Methods in AI
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Cognitive and Philosophical Perspectives on AI
- AI and Cognitive Science: Interdisciplinary Approaches
- Turing Machines and Computational Models of the Mind
- Philosophical Challenges of AI and Consciousness
- Case Study: Cognitive Models in AI Applications
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AI and Learning Theories
- Machine Learning: Theory and Algorithms
- Supervised and Unsupervised Learning Approaches
- Neural Networks and Evolutionary Algorithms
- Case Study: Machine Learning Applications in Image Recognition
Part II: AI Techniques and Methodologies
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Search and Problem Solving Techniques
- Algorithms for Search and Optimization
- Heuristic Search and Constraint Satisfaction Problems
- Case Study: AI in Game Playing and Strategy
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Knowledge Representation and Expert Systems
- Ontologies and Formal Knowledge Structures
- Rule-Based and Logic-Based Knowledge Systems
- Applications of Expert Systems in Real-World Problems
- Case Study: Knowledge Representation in Medical Diagnosis
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Natural Language Processing (NLP) and Understanding
- Fundamentals of NLP Techniques
- Computational Semantics and Syntax
- Machine Translation and Information Retrieval
- Case Study: NLP in Automated Customer Service Systems
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Robotics and Autonomous Systems
- Robot Perception and Motion Planning
- Multi-Agent Systems and Autonomous Decision-Making
- Robotic Control Systems and Real-Time Feedback
- Case Study: Autonomous Vehicles and Robotics in Industry
Part III: AI Applications
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AI in Business and Industry
- AI in Business Intelligence and Decision Support
- Machine Learning in E-commerce and Customer Insights
- AI-Driven Automation in Manufacturing
- Case Study: AI Applications in Financial Forecasting
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AI in Medicine and Healthcare
- AI for Medical Imaging and Diagnosis
- Machine Learning in Personalized Medicine and Treatment
- AI and Robotics in Surgery and Care
- Case Study: AI in Healthcare Systems Management
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AI in Social Systems
- AI in Education and Personalized Learning
- AI for Social Media Analysis and Sentiment Tracking
- Ethics and Privacy Concerns in AI-Powered Systems
- Case Study: AI for Social Good: Applications in Disaster Management
Part IV: Advanced Topics and Future Directions
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The Intersection of AI and Computational Creativity
- Generating Art, Music, and Literature with AI
- AI-Driven Innovation in Creative Industries
- Case Study: AI in Art and Music Production
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AI for Big Data and the Internet of Things (IoT)
- AI Applications in Data Analysis and Predictive Analytics
- Machine Learning for IoT Device Interactions and Smart Cities
- Case Study: AI in Smart Homes and Healthcare Monitoring
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Ethical, Legal, and Societal Issues in AI
- AI and the Challenges of Ethics in Automation
- Legal and Policy Implications of AI Development
- AI and Its Impact on the Workforce and Society
- Case Study: Regulating Autonomous AI Systems
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