This book presents a collection of high-quality, peer-reviewed research papers from First International Conference on Information Technology and Artificial Intelligence (ITAI 2025), organized by Soft Computing Research Society held in Gurgaon, India, from January 24–25, 2025. It covers topics such as artificial intelligence, data science and applications, cybersecurity, internet of things, cloud computing, information retrieval, and knowledge management.
1. Sentiment Analysis of Historical Narratives: A Comparative Study of ML and NLP Models on Indian Leaders’ Data.- 2. A Comprehensive Analysis of Deep Reinforcement Learning in Device-to-Device (D2D) Communication.- 3. Costumed Clues Classification of South Indian Classical Dance Forms Using Costume Features.- 4. Quantifying Sentiment Polarization In Online Conversations Through Advanced Text Extraction Methods.- 5. Transfer Learning-based Personalized Music Recommendations using Facial Emotion Recognition.- 6. Kidney MRI Classification Using Deep Learning.- 7. Towards the Reliable Deployment of Computer Vision Pipelines by Leveraging MLOps and Explainable AI.- 8. Enhancing Fake News Detection The Critical Role of Model Fine-Tuning for Optimal Performance.- 9. Enhancing IoT Network Security with Trust-Based LB MFO Algorithm Through Detailed Study on Scalable Performance Improvements.- 10. Advanced Smart Farming Techniques Leveraging IoT and Artificial Intelligence.
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