Data Science, AI and Applications

Part-vol-I.
Part-vol-II.
.- Hybrid BiLSTM-BiGRU Model for Classification of Bangladeshi Dialects.
.- Efficient Chicken Audio Classification Using Swin Transformer Features and Harmony-Optimized Random Forest.
.- Restoring Rhythm: Punctuation Restoration Using Transformer Models for Bangla, a Low-Resource Language.
.- Explainable Hybrid Convolutional Networks for Accurate Malaria Diagnosis in Blood Smear Images.
.- Neural Networks with Neuroplasticity: Adaptive Learning through Connection Pruning and Hebbian Updates.
.- A Novel Hybrid GLDNN Architecture for Bangla Dialect Identification.
.- Ethical Dilemmas in EdTech: Student Perspectives on Data Privacy in Online Learning Platforms.
.- Toward Quantum NLP: A Transfer Learning-Based BERT Transformer-QML Framework for Spam Text Semantics Modeling.
.- A Neural Network Based Sockstress DDoS Detection System.
.- Deep Learning-Based Effective Anomaly Detection in PWR-Type Nuclear Power Plants.
.- Ensemble Machine Learning-Based Approach to Predict Human Mental States with Optimized Feature Selection and Data Balancing.
.- Mortality Prediction in Pediatric Respiratory Disorders Using Ensemble Machine Learning and Explainable Artificial Intelligence.
.- HairLossMultinet: A Multi Scale Feature Fusion Method using Deep Learning Approach.
.- AcneMultiNet: A Deep Learning-Based Hybrid Architecture for Acne Detection.
.- Graph-Based Intrusion Detection for CAN Bus Security: An Explainable AI Approach.
.- Mitigating Intersectional Bias in AI Recruitment: The HITHIRE Model for Ethical Hiring in Saudi Arabia.
.- Comparative Evaluation of Machine Learning and Signature-Based NIDS for Multi-Class and Binary Threat Detection.
.- Pneumonia Detection from Chest X-Ray Images Based on Deep Learning.
.- Assessing the Effectiveness of Supervised Learning Models in Predicting Risks of Diabetes and Cardiovascular Disease with Explainability Analysis.
.- BanglaSentNet: A Hybrid Deep Learning Framework for Multi-Aspect Sentiment Analysis in Bangla E-Commerce Reviews.
.- Evaluating the Effectiveness of Large Language Models in Multi-Document Summarization of Bangla News Articles.
.- A Blockchain-Based Voting System Using Hyperledger Fabric with a React Interface.
.- AIMA: An Agentic AI Approach to Vulnerability Scanning of Higher-Education Assessment.
.- A Hybrid System for Robust Santali-English Language Identification.
.- Style Transfer Using Generative Adversarial Network: Tagore to Nazrul.
.- A Deep Feature Extraction and Optimization Framework for ECG Classification via Pretrained Vision Networks.
.- Design and implementation of a Hybrid Fall Detection model: Combining Faster R-CNN Inception V2 with YOLO Object Detection Algorithms in Surveillance Systems.
.- A Systems Biology Approach to Identify Shared Genetic Signatures between Dengue and Comorbidities.
.- Accessible AI-Navigation for the Visually Impaired: State, UX & Directions.
.- Ensemble Learning-Based Framework for Anemia Screening Using Clinical Hematological Parameters.
.- MultiNet Ensemble: A Deep Learning Approach for Accurate Malaria Detection Using Microscopic Images.
.- Bangla Speech Emotion Recognition Using 3D-CNN: A Multi-Corpus and Cross-Lingual Study.
.- An Evaluation of LLM Tools for Continuous Quality Improvement in Outcome-Based Education.

Part-vol-III.