Next-Generation Networks and Deployable Artificial Intelligence

This book is a collection of best selected research papers presented at International Conference on Next-Generation Networks and Deployable Artificial Intelligence (NGNDAI-2025) organized by Department of Computer Science and Engineering, Motilal Nehru National Institute of Technology Allahabad, Prayagraj, India, during September 18 20, 2025. The book includes original research by researchers working in the field of artificial intelligence, machine learning, intelligent networks, robotics, and next-generation communication technologies.

Optimized Feature Selection Using Proposed Enhanced Firefly Algorithm. - Harnessing Neural Networks for Outlier Detection: A Comparative Review. - Vector-Borne Disease Prediction. - Integrating Artificial Intelligence in Medical Imaging: Enhancing Diagnostic Accuracy through Multi-Stream Attention-Based CNNs, Addressing Multi-Modal Data Challenges, and Improving Clinical Outcomes. - Parkinson s Disease Classification from Biomedical Voice Measurement: A Multi-Algorithm Approach. - Wide Activation Super Resolution Generative Adversarial Network with Orthogonal Regularization. - Cross-Dataset Dermatology Framework: HAM10000 Training with ISIC Testing. - Conversational Companion Orchestrator Based on AI with Image Recognition and Generation. - Detecting Indian Sign Language Using YOLO. - PDRaDeX: Parkinson s Disease Classification using Radiomics Features with Explainable AI and MRI Data.