The 9th International Conference on Advanced Machine Learning Technologies and Applications (AMLTA'25). Volume 1 (Lecture Notes on Data Engineering and Communications Technologies)

Hassanien, Aboul Ella (EDT)/ El-Sayed, Eman Karam (EDT)/ Darwish, Ashraf (EDT)

Springer Nature Switzerland AG（2025/12発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 495 p.
• 言語 ENG
• 商品コード 9783032073358

Full Description

This volume showcases transformative AI research addressing real-world challenges across healthcare, education, law, and digital security. Highlights include explainable deep learning for berry classification, AI-driven communication skill assessment in virtual interviews, and Arabic legal judgment prediction systems. From Quran recitation tools for children and retinal disease diagnosis to DeepFake detection, post-quantum cryptography, and socio-economic impact modeling, these works reflect AI's growing role in building a smarter, safer, and more inclusive future.

Contents

Explainable Deep Learning in Berry Classification through Attention Mechanisms and Grad-CAM.- AI-Driven Multimodal Evaluation of Communication Skills in Virtual Interviews.- Monsif: Automated Arabic Legal Judgment Prediction System for Egyptian Criminal Law.- A Novel Dimensionality Reduction Technique Based on Levels Analysis of Partially Ordered Sets.