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Thesis Year: 2023

Decision Tree Classification with Differential Privacy using Median Mechanism. Confirmation Report
Performed By: 1505106, 1505103
Advisor: Dr. Md. Monirul Islam (mdmonirulislam)

Modeling Single-cell time series for cell trajectories inference Confirmation Report
Performed By: 1705008
Advisor: Dr. M. Sohel Rahman (msrahman)

A Comparative Study of Approximate Nearest Neighbor Search Algorithms in High Dimensions Confirmation Report
Performed By: 1705076, 1705094
Advisor: Dr. Rifat Shahriyar (rifat)

A New Approach to Parameterized String Matching with Fixed Mismatch Tolerance Confirmation Report
Performed By: 1705003, 1705045, 1705056
Advisor: Dr. M. Sohel Rahman (msrahman)

The Effectiveness of Advanced Persistent Threat Detection Using Language Models Confirmation Report
Performed By: 1705098, 1705037, 1705098
Advisor: Dr. Anindya Iqbal (anindyaiqbal)

Common Sense Based Question Answering by Introducing Bangla Conceptnet Confirmation Report
Performed By: 1705071, 1705074
Advisor: Dr. Rifat Shahriyar (rifat)

A novel FRTS/FCTS-based MAC Protocol for In-band Full-duplex Wireless Ad-hoc Networks Confirmation Report
Performed By: 1705007, 1705023, 1705054
Advisor: Dr. A.K.M. Ashikur Rahman (ashikurrahman)

Probabilistic clustering of cells using single-cell RNA-seq data Confirmation Report
Performed By: 1705016, 1705016, 1705030
Advisor: Dr. Atif Hasan Rahman (atif)

Application of Advanced Topics of Particle Swarm Optimizatio(PSO) - A Nature Inspired Algorithm , in Reducing Road Accidents Confirmation Report
Performed By: 1705090
Advisor: Dr. Md. Monirul Islam (mdmonirulislam)

Faster R-CNN and U-NET based CNN Architecture for Detection and Classification of Brain Tumors using MRI Images Confirmation Report
Performed By: 1705052, 1705116
Advisor: Dr. Md. Monirul Islam (mmislam)

Phylogenomic Inference in the Face of Species Tree Terraces: Challenges and Opportunities Confirmation Report
Performed By: 1705001, 1705027
Advisor: Dr. Md. Shamsuzzoha Bayzid (bayzid)

Machine Learning for Early Detection and Progression Prediction of Alzheimer’s Disease : A Multi-Polygenic Risk Score Approach Confirmation Report
Performed By: 1705005, 1705005, 1705014
Advisor: Dr. Md. Shamsuzzoha Bayzid (bayzid)

Wavelet Pooling and Pixel Binning based CNN Architectures for Semantic Segmentation of Autonomous Driving Videos Confirmation Report
Performed By: 1705091, 1705096
Advisor: Dr. Md. Monirul Islam (mmislam)

K-mer Count Based Association Mapping For Quantitative Phenotypes Confirmation Report
Performed By: 1705019, 1705029
Advisor: Dr. Atif Hasan Rahman (atif)

Cover Image Selection for RGB Image Steganography using Genetic Algorithm Confirmation Report
Performed By: 1705089, 1705087
Advisor: Dr. M. Sohel Rahman (msrahman)

Efficient Design and Implementation of Privacy Preserving Blockchain based System for Medical Records Confirmation Report
Performed By: 1705043, 1705060
Advisor: Dr. Abu Sayed Md. Latiful Hoque (asmlatifulho

Cluster Based Distributed State Management of Network Function Confirmation Report
Performed By: 1705038, 1705067, 1705110
Advisor: Dr. Rezwana Reaz (rezwana)

Smile and beyond: impact of smile on face recognition accuracy Confirmation Report
Performed By: 1705025, 1705041, 1705050
Advisor: Dr. A.K.M. Ashikur Rahman (ashikurrahman)

PULSAR: Graph based Positive Unlabeled Learning with Multi Stream Adaptive Convolution for Parkinson's Disease Recognition Confirmation Report
Performed By: 1705010
Advisor: Dr. Mohammad Saifur Rahman (mrahman)

Towards Automated Classification of Code Review Feedback to Support Analytics Confirmation Report
Performed By: 1705075, 1705075, 1705077
Advisor: Dr. Anindya Iqbal (anindyaiqbal)

An Experimental Study of the Online Facility Assignment Problem Confirmation Report
Performed By: 1705106, 1705112
Advisor: Dr. Md. Saidur Rahman (saidurrahman)

Neural Network-based Systems for COVID Detection and Evaluation of Enhancement of Medical X-Ray Images Confirmation Report
Performed By: 1705095, 1705102
Advisor: Dr. Md. Monirul Islam (mdmonirulislam)

Securing the Drug Supply Chain: A Permissioned Blockchain Network for Drug Authentication Confirmation Report
Performed By: 1705080, 1705072, 1705080
Advisor: Dr. Tanzima Hashem (tanzimahashem)

Building a Semantic Search Engine using an Ontology: A Case Study on Social Media Influencers Confirmation Report
Performed By: 1705101, 1705115
Advisor: Dr. Muhammad Masroor Ali (mmasroorali)

On No Bend Turn Regular Orthogonal Representations of Rectangular Decomposed Graphs Confirmation Report
Performed By: 1705079, 1705082, 1705079
Advisor: Dr. Md. Saidur Rahman (saidurrahman)

Android Malware Detection from System Call Sequence Confirmation Report
Performed By: 1705042, 1705040
Advisor: Dr. Anindya Iqbal (anindyaiqbal)

Blockchain Based Personal Health Record Sharing For Clinical Decision Support System Confirmation Report
Performed By: 1705069, 1705033
Advisor: Dr. Abu Sayed Md. Latiful Hoque (asmlatifulho

k-MICE: A Robust Missing Data Imputation Algorithm for Categorical Data Confirmation Report
Performed By: 1705070, 1705022, 1705070
Advisor: Dr. Abu Sayed Md. Latiful Hoque (asmlatifulho

Handwritten Bangla Word Recognition Confirmation Report
Performed By: 1705114, 1405040
Advisor: Dr. Md. Monirul Islam (mdmonirulislam)

Towards Semantic Datums for Clinical Information Confirmation Report
Performed By: 1705061
Advisor: Dr. Muhammad Masroor Ali (mmasroorali)

Gene Expression Analysis on Single Cell using Graph Neural Networks Confirmation Report
Performed By: 1705078
Advisor: Dr. M. Sohel Rahman (msrahman)

Cluster Based Techniques Towards Federated Learning Optimization on Non-IID Data Confirmation Report
Performed By: 1705062, 1705006
Advisor: Dr. Muhammad Abdullah Adnan (adnan)

Detecting User Activity From Encrypted IoT Traffic Confirmation Report
Performed By: 1705119, 1705097
Advisor: Dr. Md. Shohrab Hossain (mshohrabhossain)

On Detecting Malicious Code Injection by Monitoring Multi-level Container Activities Confirmation Report
Performed By: 1705013, 1705034
Advisor: Dr. Md. Shohrab Hossain (mshohrabhossain)

A Cross-Modal Learning Approach for Sign Language Recognition and Translation Confirmation Report
Performed By: 1705051, 1705015
Advisor: Dr. Muhammad Abdullah Adnan (adnan)

The Study of an Effective Communication Tool to Assist the Children and Young Adults with Autism Confirmation Report
Performed By: 1705049, 1705086
Advisor: Dr. Mahmuda Naznin (mahmudanaznin)

Structural Variant Calling in Genomes using Deep Learning Confirmation Report
Performed By: 1705021, 1705024
Advisor: Dr. Atif Hasan Rahman (atif)

An Investigation of Heterogeneity in Cellular Communication Across a Tissue Confirmation Report
Performed By: 1705093
Advisor: Dr. Mohammad Saifur Rahman (mrahman)

Pairwise Protein-Protein Interaction Site Prediction using Transfer Learning and Cross-Attention Mechanism Confirmation Report
Performed By: 1705004
Advisor: Dr. Md. Shamsuzzoha Bayzid (bayzid)

Computing Bone Density Distribution of Femur Confirmation Report
Performed By: 1705011, 1705059
Advisor: Dr. Mahmuda Naznin (mahmudanaznin)

A Novel Semi-Supervised Method for Segmenting Spatial Transcriptomics Data Confirmation Report
Performed By: 1705088
Advisor: Dr. Mohammad Saifur Rahman (mrahman)

Sentiment Analysis on Sports Related Bengali Comments on Facebook Confirmation Report
Performed By: 1705055, 1705104
Advisor: Dr. Sadia Sharmin (sadia)

Revolutionizing Traditional Mouza Map Digitization Method in Bangladesh: A Paradigm Shift with Machine Learning Having Human in The Loop Confirmation Report
Performed By: 1705028, 1705113
Advisor: Dr. A. B. M. Alim Al Islam (razi)

Online Machine Learning on Serverless Computing Platforms for Real Time Data Analytics Confirmation Report
Performed By: 1705039, 1705103
Advisor: Dr. Muhammad Abdullah Adnan (adnan)

Forward Diffusion Guided Reconstruction as a Multi-Modal Multi-Task Learning Scheme Confirmation Report
Performed By: 1705044
Advisor: Dr. M. Sohel Rahman (msrahman)

Image Retrieval Using Aggregating Deep Convolutional Features Weighted by Contrastive Weighting Confirmation Report
Performed By: 1705081
Advisor: Dr. Md. Monirul Islam (mmislam)

Bias Detection in Bangla Language Models Confirmation Report
Performed By: 1705036, 1705047
Advisor: Dr. Rifat Shahriyar (rifat)

Knowledge Graph-Based Categorization of Newspaper Articles in a Newspaper Corpus Confirmation Report
Performed By: 1705120, 1705073
Advisor: Dr. Muhammad Masroor Ali (mmasroorali)

Histology Images in Spatial Transcriptomics: A Comparative Analysis of Their Effectiveness in Spatial Domain Detection Confirmation Report
Performed By: 1705092
Advisor: Dr. Mohammad Saifur Rahman (mrahman)

Benchmarking a kernel implementation of CD-MAWS Confirmation Report
Performed By: 1705032, 1705026
Advisor: Dr. Mohammad Saifur Rahman (mrahman)

Enumeration of Triangulated Ladder Dual Graph of Rectangular Layout Confirmation Report
Performed By: 1705099
Advisor: Dr. Md. Saidur Rahman (saidurrahman)

Reading The Mind’s Eye Detecting Trauma-Vulnerability In Individuals By Analyzing Attention Through Eye-Tracking Confirmation Report
Performed By: 1705085, 1705065
Advisor: Dr. Sadia Sharmin (sadia)

Accurate Species Tree Estimation from Multi-locus Data Despite the Presence of Paralogs Confirmation Report
Performed By: 1705002
Advisor: Dr. Md. Shamsuzzoha Bayzid (bayzid)

Trait Study of Semantic Aware Shilling Attacks and Detection For Recommender System Confirmation Report
Performed By: 1705100, 1705048
Advisor: Dr. Mahmuda Naznin (mahmudanaznin)

A Framework for Analyzing Data to Predict the Poverty Level of Bangladeshi Rural Families Confirmation Report
Performed By: 1605036
Advisor: Dr. Md. Mostofa Akbar (mostofa)

Interaction and Natural Language Processing Based Sentiment Analysis of Bangla Food Review in Social Media Confirmation Report
Performed By: 1705066
Advisor: Dr. Sadia Sharmin (sadia)

Detecting OpenWPM based web bots through clustering browsing behavior Confirmation Report
Performed By: 1705031, 1705018
Advisor: Dr. Md. Shohrab Hossain (mshohrabhossain)

Improving Generalization in Context-based Offline Meta-Reinforcement Learning with Uncertainty-Aware Q-Learning Confirmation Report
Performed By: 1705009
Advisor: Dr. Md. Mostofa Akbar (mostofa)

Deep Learning Based Crime Prediction Models: An Experimental Analysis Confirmation Report
Performed By: 1705108, 1705105
Advisor: Dr. Tanzima Hashem (tanzimahashem)

Identification of Fake Bengali Food Reviews on Facebook Using Machine Learning Approaches Confirmation Report
Performed By: 1705063
Advisor: Dr. Sadia Sharmin (sadia)

Dynamic Delay-aware IoT Firewall Implementation in Fog-Cloud Architecture Confirmation Report
Performed By: 1705064, 1705017, 1705084
Advisor: Dr. Rezwana Reaz (rezwana)

VLSI Layout Design of Bidirectional Shift Register using Open Source EDA Tools Confirmation Report
Performed By: 1705109, 1705020, 1705121
Advisor: Dr. Md. Mostofa Akbar (mostofa)

ShasthoSheba: Leveraging an mHealth Solution for Providing Healthcare Service to Orphanages Confirmation Report
Performed By: 1705053, 1705057, 1705058
Advisor: Dr. A. B. M. Alim Al Islam (razi)

Deep Learning Based Crime Prediction Models: An Experimental Analysis Confirmation Report
Performed By: 1705108, 1705105
Advisor: Dr. Tanzima Hashem (tanzimahashem)

5G Base Station Scheduling using Q-Learning Confirmation Report
Performed By: 1705068, 1705068
Advisor: Dr. A. B. M. Alim Al Islam (razi)

Benchmarking a kernel implementation of CD-MAWS Confirmation Report
Performed By: 1705032, 1705026
Advisor: Dr. Mohammad Saifur Rahman (mrahman)

Smile and Beyond: Impact of Smile on Face Recognition Accuracy Confirmation Report
Performed By: 1705025, 1705041, 1705050
Advisor: Dr. A.K.M. Ashikur Rahman (ashikurrahman)

Machine Learning for Early Detection and Progression Prediction of Alzheimer’s Disease : A Multi-Polygenic Risk Score Approach Confirmation Report
Performed By: 1705005, 1705014
Advisor: Dr. Md. Shamsuzzoha Bayzid (bayzid)

The Effectiveness of Advanced Persistent Threat Detection Using Language Models Confirmation Report
Performed By: 1705098, 1705037
Advisor: Dr. Anindya Iqbal (anindyaiqbal)

A New Approach to Parameterized String Matching with Fixed Mismatch Tolerance Confirmation Report
Performed By: 1705003, 1705045, 1705056
Advisor: Dr. M. Sohel Rahman (msrahman)

Pairwise Protein-Protein Interaction Site Prediction using Transfer Learning and Cross-Attention Mechanism Confirmation Report
Performed By: 1705004
Advisor: Dr. Md. Shamsuzzoha Bayzid (bayzid)

Deep Learning Based Crime Prediction Models: An Experimental Analysis Confirmation Report
Performed By: 1705108, 1705105
Advisor: Dr. Tanzima Hashem (tanzimahashem)

Deep Learning Based Crime Prediction Models: An Experimental Analysis Confirmation Report
Performed By: 1705108, 1705105
Advisor: Dr. Tanzima Hashem (tanzimahashem)

Identification of Fake Bengali Food Reviews on Facebook Using Machine Learning Approaches Confirmation Report
Performed By: 1705063
Advisor: Dr. Sadia Sharmin (sadia)

Detecting User Activity From Encrypted IoT Traffic Confirmation Report
Performed By: 1705097, 1705119
Advisor: Dr. Md. Shohrab Hossain (mshohrabhossain)

Trait Study of Semantic Aware Shilling Attacks and Detection For Recommender System Confirmation Report
Performed By: 1705100, 1705048
Advisor: Dr. Mahmuda Naznin (mahmudanaznin)

A Novel Semi-Supervised Method for Segmenting Spatial Transcriptomics Data Confirmation Report
Performed By: 1705088
Advisor: Dr. Mohammad Saifur Rahman (mrahman)

Improving Generalization in Context-based Offline Meta-Reinforcement Learning with Uncertainty-Aware Q-Learning Confirmation Report
Performed By: 1705009
Advisor: Dr. Md. Mostofa Akbar (mostofa)

On No Bend Turn Regular Orthogonal Representations of Rectangular Decomposed Graphs Confirmation Report
Performed By: 1705079, 1705082
Advisor: Dr. Md. Saidur Rahman (saidurrahman)

On No Bend Turn Regular Orthogonal Representations of Rectangular Decomposed Graphs Confirmation Report
Performed By: 1705079, 1705082
Advisor: Dr. Md. Saidur Rahman (saidurrahman)

Computing Bone Density Distribution of Femur Confirmation Report
Performed By: 1705059, 1705011
Advisor: Dr. Mahmuda Naznin (mahmudanaznin)

An Experimental Study of the Online Facility Assignment Problem Confirmation Report
Performed By: 1705106, 1705112
Advisor: Dr. Md. Saidur Rahman (saidurrahman)

The Study of an Effective Communication Tool to Assist the Children and Young Adults with Autism Confirmation Report
Performed By: 1705049, 1705086
Advisor: Dr. Mahmuda Naznin (mahmudanaznin)

Gene Expression Analysis on Single Cell using Graph Neural Networks Confirmation Report
Performed By: 1705078
Advisor: Dr. M. Sohel Rahman (msrahman)

Image Retrieval Using Aggregating Deep Convolutional Features Weighted by Contrastive Weighting Confirmation Report
Performed By: 1705081
Advisor: Dr. Md. Monirul Islam (mmislam)

Wyan hu Confirmation Report
Performed By: 2005026, 2005022, 2005021
Advisor: Abu Wasif (wasif)

A NOVEL MEDIUM ACCESS CONTROL PROTOCOL FOR IN-BAND FULL-DUPLEX WIRELESS LOCAL AREA NETWORKS Confirmation Report
Performed By: 1605111
Advisor: Dr. Tanzima Hashem (tanzimahashem)