Browsing 2023 by Subject "Machine Learning"
Now showing items 1-8 of 8
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Artificial Intelligence in Software Testing: A Systematic Review
(IEEE Region 10 Technical Conference (TENCON 2023), Thailand, 2023-07)Software testing is a crucial component of software development. With the increasing complexity of software systems, traditional manual testing methods are becoming less feasible. Artificial Intelligence (AI) has emerged ... -
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 ... -
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 ... -
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 ... -
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 ... -
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 ... -
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 ... -
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 ...
