Full Description
This book presents selected papers from International Conference on Artificial Intelligence and Networks (ICAIN 2025), organized by BITS Pilani, Dubai Campus, in association with the Indian Institute of Information Technology, Allahabad, and Universal Inovator on 6-7 October 2025. The topics covered in the book are deep learning, machine learning, natural language processing, data science and analytics, cybersecurity and privacy, cloud computing, and wireless and mobile networks.
Contents
7G Wireless Networks: Vision, Technologies, and Roadmap.- AI-Enhanced Portfolio Diversification: A Five Metric Comparative Analysis with Traditional Approaches.- Multi-DMS Navigation System with EKF and Machine Learning for Alternative Position, Navigation, and Timing (APNT) in On-Route Aircraft Aircraft with blocking GNSS.- Quantum-Resistant Blockchain Systems: A Comprehensive Review of Post-Quantum Cryptography Integration.- Towards Explainable Neural Networks: Investigating Image Pixels Contributions with LRP and Explainable AI.- Credit Risk Modeling Using SHAP: A Comparative Performance Study of XGBoost and LightGBM.- Data Mining and Knowledge Discovery: Techniques, Challenges, and Future Trends.- Convergence of Cloud Computing and Distributed Systems: Evolution, Challenges, and Future Directions.- Applications of Wireless Sensor Networks in Smart Cities, Healthcare, and Environmental Monitoring.- A Review of Fintech Innovations and Networking Technologies in the Digital Financial Ecosystem.- Deep Artificial Intelligence with Full Stack Security: A Review.- DDoS Attacks Mitigation Techniques and Analysis in Software-Defined Networks.- Leveraging LLMs and RAG forAI-Driven Legal Assistance.- Defect Detection in Agricultural Products.- Using convolutional neural networks to classify tonic- clonic seizures from motor activities from scalogram images: an applied study and performance challenges.- Unsupervised Predictive Monitoring with LSTM and Deviation Scoring.- A Hybrid Approach to Driver Fatigue Detection on Edge Devices: Fusion of CNN and Landmark-Based Features.- AI-Native ERP for Manufacturing: A Dual Approach with Generative and Genetic Intelligence.- Deep Learning-Based Early Detection of Neurological Disorders Using Multimodal MRI and Clinical Data Fusion.- Exploring the Bias Identification and Measuring Mechanisms in Mental Health Analysis.- Real-Time Gesture-Based Security System with Weapon Detection and Automated Alerts.- Quantum Computing Meets Generative AI in SAP- Powered Enterprise Systems.- Design of Smart Battery Management System with SoC Estimation in Real-Time Environment at TRL 4.- Metaheuristic-Driven Optimisation of RoBERTa Ensembles for Fake Review Detection.- XMSRAVNet: Accurate and Explainable White Matter Lesion Segmentation using Multiscale Residual V-Net with Attention Mechanism with Cosine Warm Restarts.- Machine Learning for Meta-Opinion Prediction in Social Systems Using Compact Belief Representations.- Traditional Machine Learning Based on Handcrafted Features for Cartoon Character Classification.- Energy Conservation in sustainable cities through IoT and Wireless Sensor.- A Comparative Analysis of utilizing Neural Network with Fuzzy Logic and Wrapper Feature Selection to Alleviate Sarcasm in terms of Noisy Textual Data In social Media Context.- Estimation of Safe Operating Envelope for Electric Vehicle Battery.- Creation of the AI behavior Biometriccs GAIT Model : Synthetic Data Augmented to a Secure Authentication.- Machine Learning based Framework for classification and Transformation of Bird calls using Attention mechanism.- Urban Ecosystem Revolution: Integrating Nature's Wisdom with Automation for Sustainable City Living.- Generative Adversarial Networks with Gated Recurrent Units for Stock Return Modeling and Portfolio Management using Synthetic Financial Time Series.- CipherSafe vault: Encrypted File storage solution System.- Soil Property Prediction Using Feedforward Deep Neural Network: A Case Study on Soil pH Estimation in Maharashtra Region.- Bridging Water Engineering and Digital Innovation: A Framework for Sustainable Infrastructure Asset Management.- AI Agents in Autonomous Retail Data Pipelines: Self-Evolving ETL for Customer Behavior Data.- A Vision Transformer (ViT) Based Approach for Real-Time Indoor Fire, Smoke, and Human Detection.- Hybrid Deep Learning Framework For Identification Of Pulmonary Nodules In Lung Cancer.- XAI-based Approach for Classification of Brain Tumor.- Early Prediction of Performance: A Machine Learning Approach to Predicting Student Performance Using Continuous Assessment Data.- An Optimized Framework to Monitor Remotely GIS Data in Urban Cities.- Advanced Parkinson's Disease Detection and Forecasting Using Hybrid Machine Learning Techniques.
