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Detecting adaptive wash trading behaviors in NFT marketplaces: a neuro-symbolic approach
(Independent University, Bangladesh (IUB), 2026-08)This study proposes a neuro-symbolic framework to detect increasingly sophisticated NFT wash trading that traditional rule-based systems and standard GNNs struggle to identify. The proposed ResidualGATv2 model combines ... -
A lightweight framework for implementing ISO/IEC 26550 in small and medium-sized software enterprises in Bangladesh
(Independent University, Bangladesh (IUB), 2025-12-14)This study explores the challenges faced by Bangladeshi software Small and Medium-sized Enterprises (SMEs) in adopting ISO/IEC 26550 for Software Process Improvement (SPI). Data collected from 12 SMEs revealed uneven ... -
Benchmarking CNN architectures using transfer learning for Lipomatous tumor classification: a comprehensive study
(Independent University, Bangladesh (IUB), 2026-08)This study evaluates five pre-trained CNN architectures—ResNet50, DenseNet121, EfficientNetB3, InceptionV3, and MobileNetV2—for distinguishing benign lipoma from well-differentiated liposarcoma (WDLPS) using T1-weighted ... -
Automated segmentation of wisdom teeth (m3): an analytical study of model performance & metric variability
(Independent University, Bangladesh (IUB), 2026-08-22)Segmentation of wisdom teeth (M3) from panoramic dental radiographs plays a critical role in dental diagnosis, treatment planning, and surgical decision-making. However, manual segmentation is time-consuming, relies heavily ... -
Declared failure over silent failure: abstention, explain ability and an abstention-aware evaluation framework
(Independent University, Bangladesh (IUB), 2026-08)Deep image classifiers are constructed in a way so that every input produces a label, whatever the model has learned about that input. The resulting failures are silent, e.g., a classifier confronted with an Out-Of-Distribution ... -
Ultrasound-based liver disease classification using deep convolutional neural networks
(Independent University, Bangladesh, 2026-06)Liver disease is a significant health concern in the world, which has led to millions of deaths annually. Complications associated with the disease include cirrhosis, liver failure, and hepatocellular carcinoma. Early and ... -
Investigating the factors affecting the intention to use AI Chatbots in STEM education app: a hybrid structural equation modelling and artificial neural network
(Independent University, Bangladesh, 2026-04)This study explores the impact of Artificial Intelligence (AI)-powered applications in Science, Technology, Engineering, and Mathematics (STEM) education, emphasizing their role in improving students’ problem-solving skills ... -
Semi-Supervised Approach: ClusterFormer for Semantic Segmentation in Remote Sensing Applications
(Independent University, Bangladesh, 2025-08)Applications of remote sensing have been transformed by deep learning, particularly in semantic segmentation for mapping land use and land cover (LULC). Conventional supervised algorithms, on the other hand, spend a lot ... -
Semi Supervised LULC segmentation with state of the art encoder IJEPA
(Independent University, Bangladesh, 2025-12)Land-Use/Land-Cover (LULC) mapping from satellite imagery is a fundamental component of environmental monitoring, agricultural planning, disaster management, and urban development assessment. With the rapid growth of remote ... -
Deep Learning on Dental RGB and OPG Images for Public Health and Clinical Decision Support
(Independent University, Bangladesh, 2025-12)The rapidly increasing rates of unrecognized dental issues, along with the ongoing barriers to timely dental health monitoring, have raised the need for the creation of Machine Learning (ML) based dental systems that are ... -
BILI: A Domain-Specific Reception Assistant Robot for Bilingual and Regional Language Interaction in Bangladesh
(Independent University, Bangladesh, 2025-08-20)This project addresses digital inequality and linguistic exclusion in Bangladeshi academic environments by developing a Bilingual University Assistant Robot (BILI) and a supporting speech dataset named BRADS. Although ... -
Bookplace: a modular & scalable multi-vendor ecommerce system with advanced order, inventory & analytics management
(Independent University, Bangladesh, 2026-06)On contemporary e-commerce platforms, the discovery of products, management of the cart, payment, and delivery are usually handled, whereas on professional home-service platforms, the focus is on technician booking, ... -
Machine-Vision-Based Extinct Fish Recognition: Bangladeshi Freshwater Case
(IUB, 2025-12)The biodiversity of fish in Bangladesh is at great risk because of overfishing, poaching, destruction of habitats, pollution, and increased market demands. The safeguarding of such species requires the growth of rare native ... -
Performance factors of software firms in developing economies: a hybrid structural and artificial neural network model
(IUB, 2024-05)The research paper presented in this project report focuses on the comparative performance of software companies in developing countries concerning product radicalness, new product advantages, customer unfamiliarity, and ... -
Research on threat analysis and defense strategies for PABX voice server
(IUB, 2025-05)The evolution of Cloud-PABX calling architecture introduced a revolutionary development in voice communication architecture, and this solution is receiving discernible attention because of its long-distance remote branch ... -
SMART AI: designing intelligent systems for health, finance, and medical decisions for citizens.
(IUB, 2025-09)As global populations age, particularly in low- and middle-income countries (LMICs), there is an urgent need for intelligent systems that address the intertwined challenges of health monitoring, medical diagnostics, and ... -
BongoAgro: a mobile application for reducing postharvest losses in fisheries
(IUB, 2025-09)As part of the fisheries industry in Bangladesh, its huge losses in the postharvest stage amounting to 25–30% annually are a significant economic and nutritional issue, as it occurs at an estimated economic cost of about ... -
BongoAgro: a mobile solution for postharvest loss reduction fruits and vegetables
(IUB, 2025-09)The fruits and vegetables sector of Bangladesh suffers postharvest losses estimated at 25-40% of production, the economic and nutrition consequences of which are huge. Such losses are promoted by inefficient cold storage, ... -
Ai-accelerated modernization of legacy healthcare software
(IUB, 2025-09)Modernizing legacy healthcare software systems remains a critical challenge due to strict compliance requirements, operational inefficiencies, and patient safety concerns. This thesis introduces an AI-accelerated modernization ... -
A software engineering framework for designing, governing, and deploying AI-driven, culturally adaptive systems: a mental health case study in Bangladesh
(IUB, 2026-05)Mental health disorders represent a critical and growing public-health challenge in Bangladesh, yet access to affordable, culturally appropriate, and trust worthy psychological support remains severely limited. Empirical ...
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