<p>This book constitutes the refereed proceedings of the 5th International Conference on Neural Computing for Advanced Applications NCAA 2024 held in Guilin China during July 5���7 2024.</p><p>The 89 revised full papers presented in these proceedings were carefully reviewed and selected from 227 submissions. The papers are organized in the following topical sections:</p><p>Part I: Neural network (NN) theory NN-based control systems neuro-system integration and engineering applications;&nbsp;Computer vision and their engineering applications.</p><p>Part II: Computational intelligence nature-inspired optimizers their engineering applications and benchmarks.</p><p>Part III: Natural language processing knowledge graphs recommender systems multimodal Deep Learning and their applications;&nbsp;Fault diagnosis and forecasting prognostic management Time-series analysis and cyber-physical system security.</p>
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