Table of Contents

Hardware Description Language Enhancements for High Level Synthesis of Hardware Accelerators.- CrDrcnn: Design and Development of Crow Optimization-Based Deep Recurrent Neural Network for Software Defect Prediction.- Text Sentiment Analysis Using the Bald Eagle-Based Bidirectional Long Short-Term Memory. -Comparison of Multiple Machine Learning Approaches and Sentiment Analysis in Detection of Spam.- A Voice Assisted Chatbot Framework for Real-Time Implementation in Medical Care. -Robust Vehicle Detection for Highway Monitoring Using Histogram of Oriented Gradients and Reduced Support Vector Machine.- A secure framework based on nature-inspired optimization for vehicle routing.- Detection of Bangla Hate Comments and Cyberbullying in Social Media Using NLP and Transformer Models.- A Modified Pyramid Scale Network for Crowd Counting.- Driving Impact In Claims Denial Management Using Artificial Intelligence.- Identification of Landslide Vulnerability Zones and Triggering Factors using Deep Neural Networks – An Experimental Analysis. -Classifying Offensive Speech of Bangla Text and Analysis using Explainable AI.- Android Malware Detection using hybrid meta-heuristic feature selection and Ensemble Learning Techniques.- Scoring scheme to determine the sensitive information level in surface web and dark web.- Video Descriptor using Attention Mechanism.- Informative Software Defect Data Generation and Prediction: INF-SMOTE.- 2D-CNN Model for Classification of Neural Activity using Task-based fMRI.- Real-time Multi-task Network for Autonomous Driving.- Cardiovascular disease classification based on machine learning algorithms using GridSearchCV, Cross Validation and Stacked ensemble methods.- Human Emotion Recognition from Body Posture with Machine Learning Techniques. -A Body Area Network approach for stroke-related disease diagnosis using Artificial Intelligence with Deep Learning Techniques.- Accelerating the Performance of Sequence Classification using GPU based EnsembleLearning with Extreme Gradient Boosting.- Automated Vehicle Number Recognition Scheme Using Neural Networks.- Noise Prediction Using LIDAR 3D Point Data - Determination of Terrain Parameters for Modelling.- Block Based resumption techniques for efficient handling of unsuccessful loads in data warehouse.- Augmentations: An Insight into their Effectiveness on Convolution Neural Networks.- A Comprehensive Analysis of Linear Programming in Image Processing.- Machine Learning Based Approaches To Detect Loan Defaulters.- Quantifying Nodes Trustworthiness using Hybrid Approach for Secure Routing in Mobile Ad hoc Networks.- Medical Ultrasound Image Segmentation Using U-Net Architecture.- Rule Based Medicine Recommendation for Skin Diseases Using Ontology with Semantic Information.- FRAMS: Facial Recognition Attendance Management System.- American Sign Language Gesture Analysis using Tensorflow and Integration in a Drivethrough.- Performance Analysis of Optimized ACO-AOMDV Routing Protocol with AODV and AOMDV in MANET.