Research Articles: Recent submissions
Now showing items 41-60 of 67
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A Hybrid Approach to Overcome Requirements Challenges in the Software Industry
(Independent University, Bangladesh, 2023-05)This research paper presents a hybrid approach to overcome the challenges related to inadequate or insufficient client involvement and understanding during the software requirements phase. The aim of this study is to ... -
SMOTE Oversampling and Near Miss Undersampling Based Diabetes Diagnosis from Imbalanced Dataset with XAI Visualization
(Independent University, Bangladesh, 2023-05)This study investigated the predictive ability of ten different machine learning (ML) models for diabetes using a dataset that was not evenly distributed. Additionally, the study evaluated the effectiveness of two oversampling ... -
Late and Early Blight Diseases Identification of Potatoes with a Light Weight Hybrid Transfer Learning Model
(Independent University, Bangladesh, 2023-05)Potatoes are one of the world’s most important commodities, and leaf maladies such as early and late blight can substantially reduce their yield and quality. Hence, both farmers and researchers must prioritize quick and ... -
Genre Classification of Bangla Poem Using Machine Learning and Deep Learning Techniques
(Independent University, Bangladesh, 2023-05)The computational analysis of the Bangla poems is a challenging task due to the diverse linguistic, stylistic, and semantic features of the Bangla language. In this work, we prepared a dataset of 1311 Bangla poems of two ... -
Time Series Analysis and Forecasting of Air Quality Index of Dhaka City of Bangladesh
(Independent University, Bangladesh, 2023-05)In Dhaka, the capital city of Bangladesh, various sources including vehicle emissions, industrial activities, brick kilns, building sites, and open rubbish burning contribute to the air pollution problem. To assess the air ... -
A Gradient Boosted ML Approach to Feature Selection for Wireless Intrusion Detection
(Independent University, Bangladesh, 2023-05)The proliferation of Wi-Fi-enabled devices makes security a non-negotiable part of connectivity. As new attacks are discovered that compromise the security of devices in the wireless ecosystem, it is becoming increasingly ... -
CaViT: Early Stage Dental Caries Detection from Smartphone-image using Vision Transformer
(Independent University, Bangladesh, 2023-05)Caries detection is a routine clinical task in dental practice. If caries are detected at an early stage, non-invasive ormicro-invasive treatment such as fillings and a root canal can be effective and thereby invasive ... -
Morphological Classification of Radio Galaxies using Semi-Supervised Group Equivariant CNNs
(Independent University, Bangladesh, 2023-05)Out of the estimated few trillion galaxies, only around a million have been detected through radio frequencies, and only a tiny fraction, approximately a thousand, have been manually classified. We have addressed this ... -
An IoT Intensive AI-integrated System for Optimized Surface Water Quality Profiling
(Independent University, Bangladesh, 2023-05)Surface water is heavily exposed to contamination as this is the ubiquitous source for the majority of water needs. This situation is exaggerated by excessive population, heavy industrialization, rapid urbanization, and ... -
Fake News Detection Using Machine Learning Techniques
(Independent University, Bangladesh, 2023-03)A lot of information is spread by people in the social media to update their status and share crucial news with others. But the majority of these platforms don’t promptly validate the individuals or their posts and people ... -
Impact of COVID-19 on the Factors Influencing On-Time Software Project Delivery: An Empirical Study
(18th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE), April 24 - 25, 2023 Prague, Czech Republic, 2023-03)The objective of this research paper is to investigate the impact of COVID-19 on the factors influencing ontime software project delivery in different Software Development Life Cycle (SDLC) models such as Agile, Incremental, ... -
Automatic Detection of Natural Disaster Effect on Paddy Field from Satellite Images using Deep Learning Techniques
(Independent University, Bangladesh, 2023-03)Rice is the main food in Bangladesh and for more than the world’s half population. As Bangladesh is prone to natural disasters, it’s important to detect where rice production is compromised so that government can reach ... -
Tissue Artifact Segmentation and Severity Assessment for Automatic Analysis using WSI
(Independent University, Bangladesh, 2023-02)Traditionally, pathological analysis and diagnosis are performed by manually eyeballing glass-slide specimens under a microscope by an expert. The whole slide image (WSI) is the digital specimen produced from the glass ... -
Educational Certification on Ethereum blockchain: Analysis on How BCert and UZHBC differ
(Independent University, Bangladesh, 2023-03)Counterfeit certificates and diplomas are a common issue. Blockchain technology offers a potential solution through its decentralized ledger system, which uses cryptographic techniques and incentives to verify and store ... -
Understanding the Dynamics of Dengue in Bangladesh: EDA, Climate Correlation & Predictive Modeling
(Independent University, Bangladesh (IUB), 2023-10-11)This thesis presents a comprehensive exploration of the intricate relationship between air quality, dengue transmission, and climate factors in Bangladesh. Comprising two interrelated projects, this research delves into ... -
Kidney Tumor Recognition from Abdominal CT Images using Transfer Learning
(Independent University, Bangladesh (IUB), 2023-10)Kidney tumor is a health concern that affects kidney cells and may leads to mortality depending on their type. Benign tumors can be unproblematic whereas malignant tumors pose the threat of kidney cancer. Early detection ... -
Enhancing Game Usability: A Framework for Small-to-Medium-Sized Game Development Businesses
(Independent University, Bangladesh (IUB), 2023-10)The field of Human-Computer Interaction (HCI) research has developed numerous procedures and techniques to ensure high usability when developing software. Usability in video games is also considered to be important, so it ... -
Machine Learning Modeling for Reconditioned Car Selling Price Prediction
(Independent University, Bangladesh (IUB), 2023)Almost 80% of the vehicles required for Bangladesh's road transportation industry are supplied by reconditioned cars. Using machine learning (ML) to predict car prices refers to using ML algorithms and techniques to make ... -
Develop a System to Analyze Logs of a Given System Using Machine Learning
(Independent University, Bangladesh (IUB), 2023)Software error detection is a critical aspect of software development. However, due to the lack of time, budget, and workforce, testing applications can be challenging, and in some cases, bug reports may not make it to the ... -
A Car Security System Based on Alerting Driver Drowsiness and Monitoring the State of the Vehicle
(Independent University, Bangladesh (IUB), 2023-10)Accidents on the road are the primary cause of death, particularly among children and adolescents. Despite having fewer vehicles, low- and middle-income countries account for the preponderance of these fatalities. Consequently, ...
