Full Description
This book features a collection of high-quality research papers presented at International Conference on Artificial Intelligence: Theory and Applications (AITA 2025), held during 1-2 August 2025 in Bengaluru, India. The book is divided into three volumes and presents original research and review papers related to artificial intelligence and its applications in various domains including health care, finance, transportation, education, and many more.
Contents
A Deep Learning Framework for Post-Disaster Flood Mapping using Sentinel-2 Image.- A Review Study on the Discovery & Development of Medicine using the Machine Learning.- A Comparative Evaluation of Standalone LLMs and Retrieval-Augmented Generation Models using Hypothetical Gemini Systems.- Early Detection of Neurological Disorders through Functional Brain Network Analysis using Spatio-Temporal Graph Neural Networks.- Emotion Recognition using EEG Signals: Machine Learning-Based Analysis on the MAHNOB-HCI Dataset.- Automated Cinematic Video Generation from Voice Recording using Whisper, Stable Diffusion XL and SpaCy.- Comparative Analysis of Performance on Deep Neural Networks using GAN for Food Recognition and Nutritional Value Estimation.- Optimizing XGBoost for Fake News Detection using Word2Vec and Modified Metaheuristics.- Optimizing WSN Node Localization Accuracy via a Novel Hybrid Nature-Inspired Algorithm.- Transformer-based Models for Head and Neck Cancer Detection Across Imaging Modalities.- Unveiling the Black Box: Enhancing Acceptance and Trust in ECG Image-Based Cardiac Diagnosis, Employing Explainable AI Techniques.- Efficient On-Device Detection of Cereal Crop Diseases using MobileNetV2.- Prediction of Parts-of-Speech (POS) Tags using HMM Model in 4 different Languages.- "Fix My Way" using YOLOv8 and Machine Learning.- A Novel Approach for Neurodegenerative Disorder Detection using Custom CNN Architecture.
