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Innovations and Advances in Cognitive Systems: ICIACS 2025, Volume 2

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This book presents a set of applied AI research from industries like intelligent agriculture, robotics, smart healthcare, digital security, and human–computer interaction, reflecting the recent research innovations, where deep learning, generative AI, IoT, and federated learning are merging to design intelligent, adaptive, and human-centric systems. Notable contributions include autonomous laboratory assistants, emotion recognition generative models, synthetic data generation frameworks, in...