Md Samiullah

Mentoring

Monash University

Masters Thesis Supervision

Deep Neural Bayesian Network approach to Breast Cancer Detection

Principal supervisor Daniz Ozgun Akkus Currrent

Combined approach to detecting LLM hallucianation

Principal supervisor Jatin Yadav Currrent

University of Dhaka

Masters Thesis Supervision

Multimodal Fake News Detection Technique using LLM and VLMs

Associate supervisor Shadman Rabby Current

Spatial Relation Extraction-based Malware Image Classification

Principal supervisor Inzamam Alam 2021–2023

Efficient Inference Algorithm for Object Oriented Bayesian Networks

Principal supervisor Hasibul Haque 2021–2023

An efficient approach for mining frequent patterns over uncertain data streams

Principal supervisor MBUZ Shajib 2015–2016

Mining non-redundant closed flexible periodic patterns

Associate supervisor Sayma Akhter 2013–20115

An efficient dynamic superset bit-vector approach for mining frequent closed itemsets and their lattice structure

Associate supervisor Tahrima Hashem 2013–2015

An improved Single Pass Approach for Web Access Sequential Pattern Mining

Principal supervisor Tarannum Shaila Zaman Prottasha 2013–2014

Infrequent Weighted Web Access Sequence Mining Using Frequent Pattern Growth Approach.

Principal supervisor Jewel Rana 2013–2014

Method of Optimized Sentiment analysis using Unsupervised learning algorithm for Bangla language

Principal supervisor Rumana Ferdous Munne 2013–2014

Infrequent Weighted Web Access Sequence Mining Using Frequent Pattern Growth Approach

Principal supervisor Mostafijur Rahman 2013–2014

Mining Interesting Patterns from Uncertain Databases

Principal supervisor Akiz Ahmed 2013–2014

Mining High utility Patterns from Uncertain Databases

Principal supervisor Nahim Adnan 2013–2014

Exploring fathers’ involvement in child caring during the COVID-19 pandemic in urban areas

Principal supervisor Lioza Noor 2013–2014

Graph theoretic appoach to find graph correlation

Associate supervisor Nazia Alam 2013–2014

Mining frequent patterns from hypergraph databases

Associate supervisor Tanvir Fahim 2021–2022

High utility pattern mining from Time Series Dataset

Associate supervisor Redwan Ahmed Rizvee 2013–2014

UFreS: a new technique for discovering frequent subgraph patterns in uncertain graph databases

Associate supervisor Riddho Ridwanul Hoque 2020–2021

A new framework for mining weighted periodic patterns in time series databases

Associate supervisor Ashis Kumar Chanda 2016–2017

An Effective Use of Simulated Binary Crossover in Particle Swarm Optimization For Gene Regulatory Network Reconstruction

Associate supervisor Rezwana Sultana 2012–2013

Study and Survey of Sequential Pattern Mining Approaches.

Principal supervisor Abdullah Al - Matin 2013–2014

Maximal and closed frequent itemsets mining from uncertain database and data stream

Principal supervisor Maliha Momtaz 2013–2014

Undergraduate Project Supervision

An efficient approach to mine flexible periodic patterns in time series databases

Principal supervisor Ashis K Chanda and Swapnil Saha 2013-2014

CUFPR- Compressed Uncertain Frequent Pattern Mining in Running Database

Principal supervisor Maliha Momtaz and Mahbuba Maliha Mourin 2014-2015

Infrequent Weighted Web Access pattern mining form Web Access Sequence(web logs)

Principal supervisor Rabeya Akhter and Anjum Riashat 2014-2015

An Efficient Approach to Learn an Effective Hierarchy of a Set of OOBN Classes

Principal supervisor Rezaul Islam and Wakilur Islam 2022-2023

Connectable and independent junction tree-based compilation technique of object-oriented bayesian networks

Principal supervisor A.M. Aahad and KB Yamin 2022-2023

Mining Closed Frequent Itemset from Uncertain Data

Principal supervisor Md. Mainul Haque and Saikat Bose 2014-2015

An efficient approach of mining frequent subgraphs using supergraph: mSpan

Principal supervisor Tahira Alam and Sabit Anwar Zahin 2014-2015

A Probabilistic Reasoning Framework to Detect Fake News on Social Media

Principal supervisor Mehreen Rashid and Fabliha Anber 2023-2024

Discovering Probabilistically Weighted Sequential Patterns in Uncertain Databases

Principal supervisor Sahidul Islam and Pankaj Chandra Kar 2021-2022

Attention Based Neural Network for Machine Translation

Principal supervisor Mridul Banik and Sowmik Kumar Sarker 2021-2022

Multi-Scale Feature Fusion Chest X-ray Analysis for Lung Disease Detection Using Deep Learning

Principal supervisor Md Shamsurrahman Sami and Tasnia Shahrin 2024-2025

Malware image classification

Associate supervisor Hasibul Haque and Kesab Roy 2022

Efficient Mining of Multiple Level Association Rules from Data Streams

Principal supervisor Sanjay Saha and Hasan Mashrique 2022

Mining interesting patterns from uncertain databases

Associate supervisor Akiz Ahmed and Nahim Adnan 2013

An efficient approach for mining cross-level closed itemsets and minimal association rules using closed itemset lattices

Associate supervisor Tahrima Hashem and Sayma Akter 2013

An Optimized And Fast Sequential Pattern Mining Technique in DNA and miRNA Data Sequences

Associate Supervisor Sayeed Mahmud and Md. Farhad Alam Bhuiyan 2012-2013

CUFP Tree Based Efficient Pattern Mining Algorithm for Uncertain Database

Associate Supervisor Mohammad Maruful Haque and Md. Zobayer Hasan 2012-2013

Jahangir Nagar University

Masters Thesis Supervision

Discovering the Impact on Mental Health for Prolonged Online Dependency in Post-COVID Era Using Deep Transfer Learning

Associate supervisor Ehesas Mia Mahir 2023–2025

Daffodil International University

Undergraduate Project

Library Management System using Java Spring Hybernate framework

Principal supervisor Md Azizur Rahman and NJ Samiha 2011–2012