Undergraduate Thesis Years
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Undergraduate Thesis (2024)
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Unveiling Crop Diversity through a Bat Algorithm-Driven Framework for Multispectral Satellite Image Analysis Performed By: 1705111 Advisor: Dr. Md. Monirul Islam (mdmonirulislam) |
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K-BERT-En: Integrating Knowledge Graphs for Improved English Language Representation Performed By: 1805104, 1805116 Advisor: Dr. Muhammad Masroor Ali (mmasroorali) |
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Faster Algorithms for Grid and Layered Drawings of Plane 3-Trees Performed By: 1805045, 1805016 Advisor: Dr. Md. Saidur Rahman (saidurrahman) |
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Differential Analysis of Gene Regulatory Network to Restore Gene Expression Performed By: 1805079, 1805009, 1805079 Advisor: Dr. Atif Hasan Rahman (atif) |
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Improved phylogenetic estimation by correcting quartet distribution Performed By: 1805026 Advisor: Dr. Md. Shamsuzzoha Bayzid (bayzid) |
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Augmenting Transformer Architecture with External Knowledge Sources for Enhanced Commonsense Reasoning Performed By: 1805114, 1805071, 1805075 Advisor: Dr. Muhammad Masroor Ali (mmasroorali) |
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A new benchmark dataset for logo image retrieval Performed By: 1805092 Advisor: Dr. Md. Monirul Islam (mmislam) |
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The study on Linear Layouts of Graphs Using the Restricted Input Queue (RIQ) Data Structure Performed By: 1805091 Advisor: Dr. Md. Saidur Rahman (saidurrahman) |
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On the robustness to gene tree rooting (or lack thereof) of triplet-based species tree estimation methods Performed By: 1805006, 1805003 Advisor: Dr. Md. Shamsuzzoha Bayzid (bayzid) |
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Comprehensive Feature Selection and Biological Relevance Analysis in Multi-Disease Gene Expression Data Performed By: 1805117 Advisor: Dr. Mohammad Saifur Rahman (mrahman) |
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Impact of Different Deep Learning Models in 3D Reconstruction of Proximal Femur from QCT Images Performed By: 1805108 Advisor: Dr. Mahmuda Naznin (mahmudanaznin) |
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wQFM-TREE: highly accurate and scalable quartet-based species tree inference from gene trees Performed By: 1805015, 1805008 Advisor: Dr. Md. Shamsuzzoha Bayzid (bayzid) |
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Adaptive U-Net: Adaptive Depth and Filter Size U-Net Architecture for Image Segmentation Performed By: 1805044, 1805018 Advisor: Dr. Md. Monirul Islam (mdmonirulislam) |
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Advancing Automatic Code Review and Code Refinement Generation Using Large Language Models Performed By: 1805112, 1805062, 1805106 Advisor: Dr. Anindya Iqbal (anindyaiqbal) |
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FedCrime: A Federated Learning Based Crime Prediction Model Performed By: 1805085, 1805096 Advisor: Dr. Tanzima Hashem (tanzimahashem) |
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GraphAge: Decoding Epigenetic Aging through Co-Methylation Network Analysis Using GNN and GNN explainer Performed By: 1805031, 1805035 Advisor: Dr. M. Sohel Rahman (msrahman) |
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A novel approach to detect PTSD: Integrating computer vision with traditional questionnaire Performed By: 1805110, 1805086, 1805110 Advisor: Dr. Sadia Sharmin (sadia) |
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Enhancing Earthquake Early Warning: Real-Time Intensity Prediction with Contrastive Learning and DenseLoss Performed By: 1805074, 1805087 Advisor: Dr. Mohammed Eunus Ali (eunus) |
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Enhancing Workforce Management with Face Recognition Based Attendance System in Garment Manufacturing Performed By: 1805105, 1805102 Advisor: Dr. Md. Mostofa Akbar (mostofa) |
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A Reinforcement Learning Based Approach for Planning Green Routes in Road Networks Performed By: 1805037, 1805037 Advisor: Dr. Tanzima Hashem (tanzimahashem) |
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Analysis of aging in spatially resolved tissue samples Performed By: 1805082 Advisor: Dr. Mohammad Saifur Rahman (mrahman) |
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Faster and Improved CD-MAWS with Suffix Automata Performed By: 1805022 Advisor: Dr. Mohammad Saifur Rahman (mrahman) |
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A New Framework for Enhancing Fidelity of Time-Series Data through Imputation and Anomaly Correction Performed By: 1805042 Advisor: Dr. A. B. M. Alim Al Islam (razi) |
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Do Self-Translate Prompts Always Work: A Case Study For the Non-Latin Based Bangla Language Performed By: 1805007, 1805012 Advisor: Dr. Muhammad Abdullah Adnan (adnan) |
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Dynamic Leader Election coupled with Task Scheduling in a Distributed System Performed By: 1805057, 1805047 Advisor: Dr. Rezwana Reaz (rezwana) |
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Enhancing Cyber Threat Intelligence with Transformer-Based Models: A Comparative Analysis with Few-Shot Learning Performed By: 1805027 Advisor: Dr. Md. Shohrab Hossain (mshohrabhossain) |
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Structural Variant Calling in Genomes Using Deep Learning. Performed By: 1805036, 1805010 Advisor: Dr. Atif Hasan Rahman (atif) |
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BiRNA-BERT Allows Efficient RNA Language Modeling with Adaptive Tokenization Performed By: 1805030 Advisor: Dr. Md. Shamsuzzoha Bayzid (bayzid) |
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Generating Scale-Free Networks Performed By: 1805032 Advisor: Dr. Md. Saidur Rahman (saidurrahman) |
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A Reference Free Method for Single Cell RNA-seq Data Performed By: 1805019, 1805111 Advisor: Dr. Atif Hasan Rahman (atif) |
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Identifying Faulty Code Using Object Tuple Model Performed By: 1805039 Advisor: Dr. Md. Mostofa Akbar (mostofa) |
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KGuard: An Unsupervised Learning-Based Approach for Mitigating Byzantine Attacks in Model Contrastive Federated Learning Performed By: 1805119 Advisor: Dr. Muhammad Ali Nayeem (ali_nayeem) |
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A Quantitative Analysis of Severity Grading of Knee Osteoarthritis Performed By: 1805060, 1805048 Advisor: Dr. Mahmuda Naznin (mahmudanaznin) |
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A Study on ChatGPT and its Impact on the Landscape of Primary Education in Bangladesh Performed By: 1005056 Advisor: Dr. A.K.M. Ashikur Rahman (ashikurrahman) |
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A Comparative Analysis of Vision Transformer and CNN for Bangla Handwritten Character Recognition Performed By: 1605021 Advisor: Dr. Rifat Shahriyar (rifat) |
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Extract MITRE Techniques from Cyber Threat Report using LLM Performed By: 1805113, 1805115 Advisor: Dr. Md. Shohrab Hossain (mshohrabhossain) |
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OVERLAPPING COMMUNITY DETECTION IN PROTEIN-PROTEIN INTERACTION NETWORK Performed By: 1805058 Advisor: Dr. Sadia Sharmin (sadia) |
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Development of a Tool for Production Monitoring for Garments Industry Performed By: 1805043, 1805059 Advisor: Dr. Md. Mostofa Akbar (mostofa) |
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A Cell-Cell Communication Based Prediction Model for Target Gene Expression in Single Cell Spatial Transcriptomics Data Performed By: 1805068 Advisor: Dr. Mohammad Saifur Rahman (mrahman) |
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A Multimodal Approach to Analyze Parkinson’s Disease with Remote Tasks Performed By: 1805069 Advisor: Dr. Mohammad Saifur Rahman (mrahman) |
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Hybrid Synchronization Approach with Dynamic Weight Allocation for Secure Federated Learning Performed By: 1805021 Advisor: Dr. Muhammad Abdullah Adnan (adnan) |
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MapGPT: Eliciting Geo-Spatial Reasoning in Large Language Models for Popular Path Query Performed By: 1805093, 1805055 Advisor: Dr. Mohammed Eunus Ali (eunus) |
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Predicting Stock Market Prices Using LSTM and Transformer Model Performed By: 1805013, 1805013, 1805063 Advisor: Dr. Sadia Sharmin (sadia) |
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Dependency and Priority Based Multi-Queue IoT Task Scheduling in Heterogeneous Systems Performed By: 1805076, 1805067, 1805076 Advisor: Dr. Rezwana Reaz (rezwana) |
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Adaptive Duty Cycling Leveraging Heterogeneous Sleep Modes for Modbus-basedWired IoT Systems Performed By: 1805088, 1805028, 1805088 Advisor: Dr. A. B. M. Alim Al Islam (razi) |
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People’s Perception on the Usability and Security of Blockchain Technology in Digital Financial Services in Bangladesh Performed By: 1805094 Advisor: Dr. Rezwana Reaz (rezwana) |
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A Comprehensive Study on Table Parsing in Scanned Document Images: Challenges and Solutions Performed By: 1805109, 1805001 Advisor: Dr. Anindya Iqbal (anindyaiqbal) |
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Towards Intelligent Traffic Signaling in Dhaka City Based on Vehicle Detection and Congestion Optimization Performed By: 1805077, 1805052 Advisor: Dr. A. B. M. Alim Al Islam (razi) |
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Incorporating Multimodal Data In Alzheimer’s Disease Detection Performed By: 1805073 Advisor: Dr. M. Sohel Rahman (msrahman) |
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5G Vulnerabilty Detection using LLMs & Prompt Engineering Performed By: 1805040, 1805004 Advisor: Dr. Md. Shohrab Hossain (mshohrabhossain) |
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Adaptive and Agnostic Client Selection in Federated Learning Using Particle Swarm Optimization Performed By: 1805103 Advisor: Dr. Muhammad Ali Nayeem (ali_nayeem) |
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Effective Retrieval-Augmented Generation for Open Domain Question Answering in Bengali Performed By: 1805064, 1805061, 1805064 Advisor: Dr. Rifat Shahriyar (rifat) |
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CCA-MAC: A Novel Conflict-free Collision Avoidance MAC Protocol for In-band Full-duplex Wireless Ad-hoc Networks Performed By: 1805090, 1805089 Advisor: Dr. A.K.M. Ashikur Rahman (ashikurrahman) |
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ClientShield: Malicious Clients Avoidance in Federated Learning with the Help of an Ant Performed By: 1805049, 1805098 Advisor: Dr. Muhammad Ali Nayeem (ali_nayeem) |
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MCVFL - Multi Cluster Vertical Federated Learning Performed By: 1805023 Advisor: Dr. Muhammad Abdullah Adnan (adnan) |
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Enhancing Optical Coherence Tomography with Modified Deep Image Prior for Improved Denoising via Early Stopping Convergence Performed By: 1805101 Advisor: Dr. Md. Monirul Islam (mmislam) |
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Detection of Counterfeit Currency Using Template Matching and OVI Detection in Image Processing Performed By: 1805118, 1805095, 1805118 Advisor: Dr. Md. Monirul Islam (mmislam) |
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General Purpose Instruction-Tuned Model Development for the Bengali Language Performed By: 1805029, 1805011 Advisor: Dr. Rifat Shahriyar (rifat) |
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Bangla Document Digitization using CNN Performed By: 1805046, 1805024, 1805065 Advisor: Dr. Md. Monirul Islam (mdmonirulislam) |
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Risk Assessment of Hip Fracture by Morphological Study Using Machine Learning Performed By: 1805072, 1805041 Advisor: Dr. Mahmuda Naznin (mahmudanaznin) |
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MOS: Multi-Objective Scheduling in Kubernetes for Microservice Applications in Resource-Constrained Hybrid Cloud Performed By: 1805107 Advisor: Dr. Mohammed Eunus Ali (eunus) |
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Interpreting Alzheimer’s Disease Models: Feature Interactions and Temporal Analysis Performed By: 1805002, 1805033 Advisor: Dr. M. Sohel Rahman (msrahman) |
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Enhancing Lightning Forecasts with a Novel Deep Learning Architecture Performed By: 1805097, 1805097, 1705107 Advisor: Dr. Tanzima Hashem (tanzimahashem) |
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Overlapping Community Detection in Edge-Attributed Large Protein-Protein Interaction Networks Performed By: 1805084 Advisor: Dr. Md. Saidur Rahman (saidurrahman) |
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Bangla Sign Language Translation with Transformer Model Architecture on BTVSL Dataset Performed By: 1805038 Advisor: Dr. Muhammad Abdullah Adnan (adnan) |
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Local Ternary Patterns Revisited for Enhanced Texture Analysis in Lung Cancer Diagnosis Performed By: 1805081 Advisor: Dr. Md. Monirul Islam (mmislam) |
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Effect of Emotional Expressions on Facial Landmark-based Face Recognition Performed By: 1805099, 1805051, 1805100 Advisor: Dr. A.K.M. Ashikur Rahman (ashikurrahman) |
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IllusionVQA: A Challenging Optical Illusion Dataset for Vision Language Models Performed By: 1805050, 1805053 Advisor: Dr. Rifat Shahriyar (rifat) |
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Hybrid Optimization Methods for Enhancing Client Quality Scores: A Study of Gradient Descent and Simulated Annealing Performed By: 1805020 Advisor: Dr. Muhammad Ali Nayeem (ali_nayeem) |