School of Engineering, Technology & Sciences: Recent submissions
Now showing items 241-260 of 286
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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 ... -
Modeling Chaotic Behavior of Dhaka Stock Market Index Values Using the Neuro-fuzzy Model
(Bentham Science Publishers, 2020-10-24)Stock market prediction is an important area of financial forecasting, which attracts great interest of stock investors, stock buyers/sellers, policy makers, applied researchers and many others who are involved in the ... -
Comparison of Some Parametric and Nonparametric Type One Sample Confidence Intervals for Estimating the Mean of a Positively Skewed Distribution
(Taylor & Francis Group, 2020-11-23)Several researchers considered various interval estimators for estimating the mean of a skewed distribution. Since they considered in different times and under different simulation conditions, their performance are not ... -
Estimating the population coefficient of variation by confidence intervals
(Taylor & Francis Group, 2020-11-22)Several researchers considered various interval estimators for estimating the population coefficient of variation (CV) of symmetric and skewed distributions. Since they considered at different times and under different ... -
Some Ridge Regression Estimators and Their Performances
(Journal of Modern Applied Statistical Methods, 2020-10-22)The estimation of ridge parameter is an important problem in the ridge regression method, which is widely used to solve multicollinearity problem. A comprehensive study on 28 different available estimators and five ... -
Application of Machine Learning on ECG Signal Classification Using Morphological Features
(IEEE, 2020-06)An electrocardiogram (ECG) is a simple test that is used to check one's heart's electrical activity. Sensors attached to the skin are used to detect the electrical signal produced by one's heart each time it beats. Many ... -
RFID in Healthcare Systems:
(2020-10-19)Everyone has heard about tragic wrong-site, wrong-patient and wrong-procedure surgeries. Using an RFID tag attached to a patient, a physician can now verify the correct patient, procedure and site − prior to the start of ...
