Browsing by Author "Rahman, MD. Mizanur"

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Game Playing Effects on Academic Performance of University Students
(Daffodil International University, 23-01-18) Rahman, MD. Mizanur
This thesis titled “Effects on university students' education by playing online games in Bangladesh using data mining techniques” is used to determine how online game affects students' education. So that the student can spend their time effectively and concentrate their studies and careers. Here, I used data mining techniques to demonstrate how much time they were wasting. Find out the confusion matrix and numerous bar charts for the factors that affect it as well. I also apply five machine learning algorithms to predict the best performance. These algorithms are: logistic regression, SMO (Sequential Minimal Optimization), random forest, bagging classifier, Ada boost classifier. All of these algorithms SMO give the best accuracy of 66%. For this analysis I was collected 800 data from university level student, and this data was collected through google from.
Sustainable Urban Drainage Systems: A Case Study of Bonomala Road to Fashion Road, Tongi College Gate
(Daffodil International University, 2025-11-26) Islam, Aminul; Rahman, MD. Mizanur
Rapid urbanization in Tongi, particularly along the Bonomala Road to Fashion Road area, has resulted in severe drainage and waterlogging problems. The existing drainage system is narrow, poorly maintained, and frequently blocked by solid waste andpolythene, resulting in traffic disruptions, economic losses, and public health risks during heavy rainfall. This study focuses on designing a sustainable urban advanced drainage system (SUDS) by integrating hydrological analysis, rainfall data (2015–2025), GIS mapping, and AutoCAD-based drain design. The estimated peak runoff of 7.3 m3/s was determined using standard hydrological methods. A rectangular drain of 1.5 m × 1.5 m was designed with a discharge capacity of 7.8 m3/s to ensure effective stormwater management. Additionally, sustainable drainage measures such as permeable pavements, bio-swales, detention ponds, and rainwater harvesting were proposed to reduce surface runoff and enhance groundwater recharge. The findings suggest that adopting a combined approach of improved drainage infrastructure and SUDS practices can effectively reduce waterlogging, improve urban resilience, and serve as a replicable model for other flood-prone urban areas in Bangladesh..