Part 1: Computational Intelligence.- Understanding Psychological Healthcare: Importance, Causes, Effects, Prevention and Treatment.- Analyzing Cyber Threats in Banking Sector and their Effective Solution - A Review.- Knowledge Representation and Insights Generation from Structured Datasets.- Leveraging Micro Services Architecture to Enhance Scalability and Resilience in E-commerce Platforms.- Design and Implementation of Micro Service Architecture in E-commerce Platforms using Docker and Kubernetes.- Feature Exchange Federated Learning (FEFL) with Hierarchical Feature Exchange Layers (H-FEL) for Enhanced Bone Marrow Cell Classification.- Design of a smart dustbin model for waste management.
- Impact of Marginal Cost Lending Rate on the Indian Banking Sector: An Analysis Using Machine Learning for Cybersecurity.- Detection of Cleft and Non-Cleft Lip Features with a Multi-Task Image Processing Network.- Dual-Wavelet Based Feature Extraction for Detecting Cardiac Arrhythmia from ECG Signals.- Smart Farming with Canny Edge Detection: Automated Plant Disease Segmentation and Severity Grading.- Prime Factorization-based Mixing Algorithm for MEDA-Biochip.- Capturing significant information regarding Election result using Twitter Data.- The Function of Ensemble Methods for ISA-based disease detection.- Deep Learning Classification Techniques for Video Tampering Detection: A Review.
- Part 2: Pattern Recognition.- An Enhanced and Optimised Neuro Disorder Prediction using Random Forest Classifier.- An Approach to User Profiling through Image Captioning.- Chlorella vulgaris image classification Using EfficientNetV2-S, ResNet50 and InceptionResNetV2 with Grad-CAM Analysis.- Digital biomedical image processing using advanced digital hybrid filters.- Multi-spectral images based enhanced pedestrian detection system using deep learning.- Sentiment Analysis in Social Media Using Deep Learning Approaches.- Skin Disease Classification Using Vision Transformer.
- Comprehensive Music Recommendation System for Better Experience.- Enhanced Sentiments Analysis using K-means Clustering and Dimensionality Reduction for BERT Classification.- Decentralized Election Using Face Recognition.- Bangladeshi Vehicle License Plate Recognition Using Neural Network and Deep Learning.- Comparative Study of Decision Tree Algorithms Using Ensemble Methods for Classification Tasks.- SignScribe: Deep Learning Driven Seamless Translation of Sign Language.- Advanced Paradigms of Cognitive Learning in Online Ecosystems: Transformative Strategies for Indian Higher Education Institutes.- Forecasting Air Quality: A Comprehensive Survey of Air Pollution Prediction Methods and Applications.
- Part - 3: Information Retrieval.- Optimizing Liver Cirrhosis Stage Prediction Using Random Forest Classifier.- Development of a Fertilizer Prediction System using Adaboost algorithm.- Comparative Analysis of Object Detection Algorithms for Pothole Detection under Environmental Constraints.- A Deep Learning Framework for Supply Chain Delivery Delay Risk Prediction Using Macroeconomic Indicators.- Precision Orthopedics with Deep Learning Models for Meniscal Injury Detection in MRI Images.- Explainable AI for Oral Cancer Detection: A Practical Approach for Early Detection of Oral Cancer.- The Future of Risk Detection: Integrating RS, GIS, and AI for Holistic Hazard Awareness.
- Hybrid Intrusion Detection Model Performance Evaluations Using EGA-PSO and the Improved Random Forest Method.- Semantic Search with Large Language Models(LLMs).- An Approach through Leading Key-Pair Based Uninformed Video Steganography.- An Approach to User Profiling through Video Captioning.- Real Time Facial Emotion Recognition.- Prediction of Cotton Percentage from Fabric Image Using Deep Learning.- Facial Expression-Based Emotion Recognition Using Convolutional Neural Networks.