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Full Description
The book provides a vision to the smart computing community on the future trends in cognition and its applicability in smart computing. It further identifies applications that demonstrate innovative ways of utilizing cognition-based smart computing for solving various real-world problems.
• Presents cognitive modeling in machine consciousness and human cognition.
• Covers artificial intelligence and its applications in machine self-learning, human-computer interaction, natural language processing, cognitive models, and architectures.
• Discusses machine learning and cognitive computing for mobile communications, and wireless networks.
• Explains the foundation, framework, and applications of cognition-based smart computing in a single volume.
• Showcases key issues and challenges in the emerging area of cognitive computation and promotes an interdisciplinary understanding of the diversity in the adaptation of cognition in smart computing.
The text is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communications engineering, computer science and engineering, and information technology.
Contents
1. AI-Driven Optimization of Multi-Objective Task Scheduling in Fog-Assisted IoT Environments 2. Transforming Healthcare through Cognitive Computing and Smart Computing: A Comprehensive Overview 3. Cognitive Cybersecurity: Symbolic Deep Learning for Enhanced Decision Support 4. Can Neural Networks Dream? Applying Crick and Mitchison theory of Reorganization to Multi-Layer Perceptrons for reduction of Catastrophic Interference 5. Amalgamation of Threat Intelligence for Cognitive Ransomware Detection in 5G Networks 6. Generative AI Algorithms and Techniques for Cognitive Computation: A Comprehensive Study 7. Enhancing Object Recognition with YOLO and OCR Fusion: Towards Intelligent Cognitive Tasks 8. Cognitive Robots for Industry 5.0 - Fundamentals, Challenges and Research Trends 9. Industry 5.0 Unveiled, Precision Agriculture Empowered: Integrating Recommendation and Prediction Systems for Transparent Farming Transactions 10. Cognitive Computing in Banking and Finance 11. Investigating the Role of Large Language Models in Cognitive Computing 12. Electroencephalogram Feature Extraction Methods for Stress Analysis
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