
Advances in Artificial Intelligence Applications in Industrial and Systems Engineering
- 402 pages
- English
- PDF
- Available on iOS & Android
Advances in Artificial Intelligence Applications in Industrial and Systems Engineering
About this book
Comprehensive guide offering actionable strategies for enhancing human-centered AI, efficiency, and productivity in industrial and systems engineering through the power of AI.
Advances in Artificial Intelligence Applications in Industrial and Systems Engineering is the first book in the Advances in Industrial and Systems Engineering series, offering insights into AI techniques, challenges, and applications across various industrial and systems engineering (ISE) domains. Not only does the book chart current AI trends and tools for effective integration, but it also raises pivotal ethical concerns and explores the latest methodologies, tools, and real-world examples relevant to today's dynamic ISE landscape.
Readers will gain a practical toolkit for effective integration and utilization of AI in system design and operation. The book also presents the current state of AI across big data analytics, machine learning, artificial intelligence tools, cloud-based AI applications, neural-based technologies, modeling and simulation in the metaverse, intelligent systems engineering, and more, and discusses future trends.
Written by renowned international contributors for an international audience, Advances in Artificial Intelligence Applications in Industrial and Systems Engineering includes information on:
- Reinforcement learning, computer vision and perception, and safety considerations for autonomous systems (AS)
- (NLP) topics including language understanding and generation, sentiment analysis and text classification, and machine translation
- AI in healthcare, covering medical imaging and diagnostics, drug discovery and personalized medicine, and patient monitoring and predictive analysis
- Cybersecurity, covering threat detection and intrusion prevention, fraud detection and risk management, and network security
- Social good applications including poverty alleviation and education, environmental sustainability, and disaster response and humanitarian aid.
Advances in Artificial Intelligence Applications in Industrial and Systems Engineering is a timely, essential reference for engineering, computer science, and business professionals worldwide.
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Information
Table of contents
- Cover
- Half Title Page
- Tiitle Page
- Copyright
- Advisory Board
- Table of Contents
- 1: Introduction to Industrial Artificial Intelligence
- 2: Autonomous Systems and Intelligent Agents
- 3: Natural Language Processing for Industrial and Systems Engineering
- 4: Smart Manufacturing, Robotics, and AI Systems
- 5: Artificial Intelligence in Healthcare
- 6: Artificial Intelligence in Cybersecurity for Industrial and Systems Engineering
- 7: Artificial Intelligence in Defense
- 8: AI-Driven Management and Modeling Decision Optimization as a Timely Opportunity at the US Department of Defense
- 9: Enhancing Cryptocurrency Market Forecasting: Advanced Machine Learning Techniques and Industrial Engineering Contributions
- 10: Artificial Intelligence in Aviation
- 11: Enhancing Engineering Education: A Multimodal Approach to Personalization and Adaptation Using Artificial Intelligence in Game-Based Learning
- 12: Securing Artificial Intelligence Systems in the Era of Large Language Models
- 13: Responsible Artificial Intelligence Applications for Social Good
- 14: Future Directions and Applications of Artificial Intelligence
- Index
- EULA