IUB Academic Repository: Recent submissions
Now showing items 261-280 of 659
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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, ... -
Exploring the Efficacy of BERT in Bengali NLP: A Study on Sentiment Analysis and Aspect Detection
(Independent University, Bangladesh (IUB), 2023-10)The development of accurate sentiment analysis and aspect detection for the Bengali language is crucial due to the rise of Bengali language usage in digital media. Sentiment analysis and aspect detection are essential tasks ... -
An Effective and Inexpensive IoT-based Home Automation and Security System
(Independent University, Bangladesh (IUB), 2023-10)Modern homes are rapidly transitioning away from manual switches to centralized control systems that incorporate remote-controlled switches. As we enter the age of artificial intelligence and ubiquitous computing, home ... -
Questioning questions - can questions help build neuron clusters?
(Independent University, Bangladesh, 2023-10)With questions and questioning playing a significant role in the process of teaching and learning the questioning processes applied in the Socratic Learning Method (SLM) and in the Flipped Classroom do not always produce ... -
Intelligent Road Safety: IoT-enabled Drunk Driving and Accident Detection System
(Independent University, Bangladesh (IUB), 2023-10)Drunk driving has long been a severe problem for public safety due to the large number of road accidents around the world. To address this issue, numerous methods for detecting drunk drivers and accidents have been ... -
A Comparative Study of Machine Learning classifiers to analyze the precision of Myocardial Infraction prediction
(Independent University, Bangladesh, 2023-10)In the modern world, heart disease ranks among the main causes of death. Smoking, high blood pressure, and cholesterol are the three key risk factors for getting one heart disease, and 47% of all US people have at least ... -
A Comparative Study of Machine Learning Algorithms for Detecting Breast Cancer
(Independent University, Bangladesh, 2023-10)Breast cancer poses a major hazard to women, with high morbidity and fatality rates, because there is a lack of reliable prognostic models, clinicians find it challenging to develop a treatment regimen that could increase ... -
Predicting the Success of Suicide Terrorist Attacks using different Machine Learning Algorithms
(Independent University, Bangladesh, 2023-10)Extremism has become one of the major threats throughout the world over the past few decades. In the last two decades, there has been a sharp increase in extremism and terrorist attacks. Nowadays, terrorism concerns all ... -
Editorial: Recent advances in EEG (non-invasive) based BCI applications
(Frontiers, 2023-03-02) -
EEG-Based Preference Classification for Neuromarketing Application
(Hindawi, 2023-03-01)Neuromarketing is a modern marketing research technique whereby consumers’ behavior is analyzed using neuroscientific approaches. In this work, an EEG database of consumers’ responses to image advertisements was created, ... -
Machine Learning Model for Computer-Aided Depression Screening among Young Adults Using Wireless EEG Headset
(Hindawi, 2023-05-31)Depression is a disorder that if not treated can hamper the quality of life. EEG has shown great promise in detecting depressed individuals from depression control individuals. It overcomes the limitations of traditional ... -
Intelligent fuzzy system for automatic artifact detection and removal from EEG signals
(Elsevier, 2022-10-05)The EEG signals were used in many medical and technological applications such as diagnosis of diseases, rehabilitation of disabled peoples, preventive healthcare, BCI (brain computer interface) systems. EEG signal is prone ...
