Computer Science and Engineering: Recent submissions
Now showing items 281-287 of 287
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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 ... -
Discretization and Feature Selection Based on Bias Corrected Mutual Information Considering High-Order Dependencies
(Springer Link, 2020-10-04)Mutual Information (MI) based feature selection methods are popular due to their ability to capture the nonlinear relationship among variables. However, existing works rarely address the error (bias) that occurs due to the ... -
A Proximity Weighted Evidential k Nearest Neighbor Classifier for Imbalanced Data
(2020-10-04)In k Nearest Neighbor (kNN) classifier, a query instance is classified based on the most frequent class of its nearest neighbors among the training instances. In imbalanced datasets, kNN becomes biased towards the majority ... -
An Exploratory Approach to Find a Novel Metric Based Optimum Language Model for Automatic Bangla Word Prediction
(International Journal of Intelligent Systems and Applications, 2020-09-27)Word completion and word prediction are two important phenomena in typing that have intense effect on aiding disable people and students while using keyboard or other similar devices. Such auto completion technique also ...
