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Now showing items 31-40 of 48
Web Application for Churn Prediction
(2022-03-30)
Customers are the driving force for a business to thrive. To make a new product, decisions have to be made whether this is something which the customers will resonate with. This is why it is absolutely necessary to understand ...
A Stable Clustering Architecture for Efficient Routing and Resource Allocation in Vehicular Ad Hoc Networks
(UIU, 2022-04-05)
Vehicular Ad hoc Network (VANET) is an area of wireless networks, which makes connections among vehicles to enable vehicle to vehicle or vehicle to infrastructure communication and supports diversified applications related ...
Skin Cancer Classification Using Deep Learning
(UIU, 2022-06-03)
Cancer begins when cells in the body begin to multiply uncontrolled. Cancer can develop in any area of the body and spread to other parts. Cancer of the skin is one of the most prevalent forms of the disease found all over ...
Improving Machine Learning Methods for Handling Data Imbalance Problem
(2022-07)
Class unbalanced datasets are widespread in various fields, including health, security, and banking. When dealing with imbalanced datasets, a standard supervised learning algorithm is biased toward the dominant class. In ...
Building Resource Aware Self-Healing Modern Cloud Native Environment on Commodity Hardware for Adoption of Microservice Architecture
(UIU, 2022-09-28)
Years ago, even today most of the applications were developed and architected in
old school monolithic approach where each of the components of the software are tightly
coupled; running on a single process or multiple ...
Accurately Predicting Microbial Phosphorylation Sites Using Evolutionary and Structural Features
(2022-11-11)
Post-translational modification (PTM) is a biological process involving a protein’s enzymatic changes after its translation by the ribosome. Phosphorylation is one of the most critical PTMs that occurs when a phosphate ...
A New Methodology for Predicting Teachers' Job Satisfaction Using Machine Learning Approaches - Bangladesh Perspective
(2022-12-17)
Shortage of qualified teachers and higher turnover rates have far-reaching negative effects on students' achievement and overall educational quality. Since satisfied teachers are less likely to quit their jobs and are more ...
Intelligent Financial Portfolio Construction: Machine Learning Based Optimization
(United International University, 2023-01-15)
Investors have always been highly interested about stock price forecasting. It’s observed
that lower middle-income people and middle-income people can contribute only 10-15%
of their wages in investment. Machine Learning ...
Interest Forwarding Strategy in Named Data Networks using Thompson Sampling
(United International University, 2023-01-18)
Optimizing Interest forwarding and Data delivery has been among
the top dissected problems in NDN for the last decade; however, only
a few contributions thrive to minimize communication cost and delay
concurrently. In ...
Pattern Mining From Unlabeled News Article Dataset Using Semi-Supervised Learning
(2023-03-11)
Text classification is one of the prominent tasks in the field of Natural language Processing as day by day the amount of textual data is growing rapidly, Therefore it is an emergent demand to build some kind of knowledge ...