The 34 full papers and 6 short papers included in this book were carefully reviewed and selected from 136 submissions. They are organized into the following topical sections: Intelligent Computational Models for Multimedia Understanding and Trusted Digital Systems; Learning-Driven Paradigms for Healthcare Analytics and Biomedical Intelligence; Data-Centric Intelligence for Enterprise Analytics, Financial Systems, and Sustainable Innovation; and Emerging Intelligent Systems for Secure Computing, Autonomous Technologies, and Smart Environments.