M.Sc Thesis/Project
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Reducing Redundant Data in SDN-based NDN using Single-State Q-learning
(United International University, 2024-09-28)Software-defined networking (SDN), a cornerstone of future-generation networks, is adopted in Named Data Networks (NDN) for largescale deployment. The forwarding strategies proposed for SDN-based NDN primarily use the ... -
Federated Learning with Adaptive Deep Rule-Based Classifier
(UIU, 2024-07-15)In the past, data processing required the transportation of data to computational re- sources. However, the current paradigm entails the deployment of computational resources to the data’s location. Federated Learning, a ... -
An Adaptive Feature Selection Algorithm for Student Performance Prediction
(UIU, 2024-07-15)Educational Data Mining (EDM) is used to ameliorate the teaching and learning pro- cess by analyzing and classifying data that can be applied to predict the students’ academic performance, and students’ dropout rate, as ... -
A Clustered Small Community Based Novel Electricity Trade Model for Consumers
(UIU, 2024-07-01)The economic development of Bangladesh is increasing day by day where electricity plays as a vital infrastructural input for economic development. In modern life, electricity is the flexible form of energy and also part ... -
Poultry Trade Management Software: Business and Accounting Solution
(UIU, 2024-05-12)Our main objective is to assist those involved in the Agro sector by providing them with access to software applications and technology tools. As most of them are not highly educated, are struggling to maintain their ... -
Predicting Programming Language Preferences from Big5 Personality Traits
(UIU, 2024-05-26)This thesis explores the relationship between the Big Five personality traits (BPT) and programming language preferences. We randomly collect data of a total of N=820 Twitter (currently X) and Stack overflow (SO) users. ... -
Contextual Gamification Platform based Big5 Personality Trait and Preference Selection for User Recommendation
(UIU, 2024-01-17)The emergence of social networks has led to the development of many methods to evaluate people’s personalities based on their language usage and social interactions. Additionally, performance in numerous downstream tasks ... -
Early Prediction Model of Macrosomia Using Machine Learning for Clinical Decision Support
(MSCSE Program, United International University, 2024-01-05)The condition of fetal overgrowth, also known as macrosomia, can cause serious health complications for both the mother and the infant. It is crucial to identify high-risk macrosomia- relevant pregnancies and intervene ... -
Comparative Analysis of Intrusion Detection Systems and Machine Learning Based Model Analysis Through Decision Tree
(MSCSE Program, United International University, 2023-12-20) -
Deep RL Conversational Chatbot
(2024-05-07)Machine translation in natural language has made remarkable strides, particularly in language translation. Despite extensive global research, the generation of dialogue remains challenging, and this area continues to ... -
IntelCV: An Intelligent Skilled Resume Selection Method for Job Purposes
(United International University, 2024-05-10)In today’s companies recruit a significant number of employees each year and face the challenge of evaluating a vast quantity of resumes from candidates. Consequently, the HR department finds it challenging to filter the ... -
Temporal Analysis of Public Sentiment From Opinions Shared in News Contents
(United International University (UIU), 2024-04-07)With the advanced technology and state-of-the-art models, natural language processing and sentiment analysis have been a major area for research. In this research, we have included the implementation of temporal analysis ... -
Anomaly Detection in Blockchain Transactions using Machine Learning with Explainability Analysis
(2024-03-23)In the era of growing cryptocurrency adoption, Blockchain has emerged as a leading player in the digital payment landscape. However, this widespread popularity also brings forth an array of security challenges, including ... -
Halal Food Identification from Product Ingredients using Machine Learning
(United International University, 2023-09-09)Halal food plays a critical role in the Islamic faith, as it represents food that is considered lawful according to Islamic law. Muslims are encouraged to eat only Halal foods to ensure that it aligns to their religious ... -
Memory Forensics for Analyzing Malicious Activities
(UIU, 2023-07-31)With the change of era, the growing dependency on the computer and Internet is needless to say in a word. Memory is a very important part of a computer that holds the necessary data that the processor uses. As the CPU's ... -
PCA-ANN: Feature Selection based Hybrid Intrusion Detection System in Software Defined Network
(2023-07)The increasing complexity of modern networks and the rise of sophisticated cyber attacks has made the development of effective Intrusion Detection Systems (IDS) a critical need. Software De fined Networking (SDN) technology ... -
Identification of Opioid Patients by Employing Structured and Unstructured Data from MIMIC-III Database
(UIU, 2023-05-20)The opioid crisis has led to an increased number of drug overdoses in recent years. Several approaches have been established to predict opioid prescription by health practitioners. However, due to the complex nature of the ... -
IoT-Driven Environmental Monitoring and Healthcare System: Shipbreaking Industry Perspective
(United International University, 2023-07-29)coastal region of Bangladesh has ecological importance with high bio diversity. Although Bangladesh is one of the world’s top shipbreaking coun tries, business activities have seriously harmed the coastal ecosystem. ... -
Prediction of Protein methylation sites of lysine residues using machine learning algorithms
(2023-03-11)Post Translational Modification (PTM) plays an essential role in the biological and molecular mechanisms. They are also considered as a vital element in cell signaling and networking pathways. Among different PTMs, Methylation ...
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