IUB Academic Repository: Recent submissions
Now showing items 21-40 of 672
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Training-Free Layer Selection for Parameter-Efficient Fine-Tuning of Language Models
(IUB, 2025-05)Adapting large language models (LLMs) to downstream tasks via full fine-tuning is computationally prohibitive. While parameter-efficient fine-tuning (PEFT) methods exist, they often rely on predefined heuristics, incur ... -
Cost Effective IoT-Based Smart System for Avoidance of Obstacle and Intruder Detection
(IUB, 2024-12)This study introduces a cost-effective integrated system that significantly enhances the safety and security of autonomous vehicles by merging obstacle avoidance and intrusion detection functionalities through Internet of ... -
Design and Implementation of a Secure Mobile Financial Payment System
(IUB, 2024-12)The rapid growth of mobile financial services has revolutionized the way people conduct transactions, offering convenience and accessibility. However, this growth has also introduced significant security challenges, ... -
An Undergraduate Project on Topic “Design and Development of a Low-cost Bangla Voice Interactive Children Educational Robot “TINY” for ASD Application”
(IUB, 2024-12)Autism Spectrum Disorder (ASD) presents challenges in areas such as communication, social interaction, and learning. To address these challenges, TINY has been developed as an interactive educational robot tailored to meet ... -
PACE: Python AI Companion for Enhanced Engagement
(IUB, 2024-11)This research introduces PACE (Python AI Companion for Enhanced Engagement), an AI-driven, interactive tutoring system designed to support Python programming students through personalized, responsive guidance. Addressing ... -
Supplementary Material: A Project Report on “An Affordable IoT and Cloud-Based System for Real-Time Indoor Air Quality Monitoring in Educational Environments: A Case Study from Bangladesh”
(2025-05-21)The main concern of this project is to focus on IoT based devices and to distinguish if the IoT based device is as equal as the industrial graded device, by looking into the data and evaluating accuracy of the device ... -
GorbhoShongi: a mHealth App for the Mental Well-being of Bangladeshi Pregnant and Postpartum Women
(IUB, 2024-12)Mental well-being during pregnancy and postpartum periods is significantly overlooked worldwide, especially in developing countries like Bangladesh. It is crucial to look after the mental health of pregnant and postpartum ... -
Comparative Analysis of Deep Learning Models for Intracerebral Hemorrhage Detection from Computed Tomography
(IUB, 2024-12)Intracerebral hemorrhage (ICH) is a serious medical condition caused by bleeding within the brain tissue, which can lead to life-threatening complications if not diagnosed quickly. This study compares the performance of ... -
Blockchain-Based Intrusion Detection Systems (IDS) using Decentralized Threat Intelligence Sharing
(IUB, 2023-01)This paper presents a theoretical analysis of a blockchain-based Intrusion Detection System (IDS) designed to improve cybersecurity through decentralized threat intelligence sharing. The proposed IDS framework integrates ... -
U flow-net: integration of flow estimation and kernel-based method in a modified u-net architecture for video frame interpolation
(IUB, 2025-01)architecture relies on the addition of flow estimation layers during the downsampling process, which allows relevant motion details to permeate into frame synthesis. This design, in conjunction with a progressive refinement ... -
Detection-guided kidney tumor segmentation in 3d from abdominal computed tomography images
(IUB, 2025-04)Kidney tumors are one of the predominant causes of kidney cancer, posing a significant threat to human health. Early detection plays a crucial role in improving treatment outcomes for patients. Radiology imaging techniques ... -
Blockchain based Voluntary Carbon Market for Bangladesh
(IUB, 2025-04)Bangladesh is identified among the countries most vulnerable to climate change, facing significant environmental threats, including deforestation, rising carbon emissions, and severe climate impacts. Despite the critical ... -
Designing HepCare App for Promoting Hepatitis Prevention and Awareness in Bangladesh Utilizing User-Centered Design Methodology
(IUB, 2025-05)Hepatitis remains a major public health concern in Bangladesh due to a lack of awareness, inadequate access to healthcare, and low vaccination rates. With an estimated 4–7% of the population infected with hepatitis B and ... -
Design and Early-Stage Development of a Handwritten Prescription Interpretation App for Bangladeshi Citizens
(IUB, 2025-05)In Bangladesh, handwritten prescriptions remain the conventional method of medical documentation, presenting significant challenges in accurately interpreting medication information. The diverse handwriting styles make ... -
Transformer-Based Intrusion Detection for Securing Medical Applications in 5G IoMT Networks
(IUB, 2025-05)The research proposes a transformer-based anomaly detection system that enhances the 5G IoMT system security in that it guards healthcare applications against patient data leakages. WUSTL- HDRL-2024 dataset simulates ... -
LiverCare Registry: Designing an mHealth App for Potential and Current Liver Cancer Patients in Bangladesh
(IUB, 2025-05-13)Liver cancer is a critical global health concern, particularly in developing countries and low- and middle-income countries (LMIC) such as Bangladesh, where the health infrastructure and public awareness are limited. The ... -
Trajectory User Linking via TrajTRoPE
(IUB, 2025-05-13)Trajectory-user linking (TUL) is a critical problem in spatio-temporal data mining that involves associating anonymous trajectories with the users who generated them. In this thesis, we address the TUL challenge by ... -
Software engineering challenges in the area of testing and project management
(IUB, 2023-12)This thesis sets out to navigate the rapidly evolving landscape of software development, an arena that has undergone significant transformations due to the advent of remote work practices and the increasing prominence of ... -
Creation of consumer and producer surplus through integration of the software engineering body of knowledge for De-Soft
(IUB, 2024-07-09)Dedicated I focused on one company for the last couple of years and studied this company’s (De-Soft) last 14 years journey. I thoroughly studied their requirement gathering and analysis, product line, architecture process, ...
