Browsing Articles by Author "Mona, Tanzina Rahman"

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Early-Stage Diabetes Risk Prediction Using Supervised Machine Learning Algorithms

Islam, Taminul; Sadik, Md Rezwane; Islam, Md. Fajle Rabbi; Mona, Tanzina Rahman; Rahman, Tanjila; Foysal, Md. Musfiqur Rahman (Institute of Electrical and Electronics Engineers Inc., 2023-01-04)

Diabetes is a common health problem worldwide; it is especially pervasive in Bangladesh. The condition manifests in a person when his blood sugar is consistently high. It also contributes to other health problems like ...
Machine Learning Approach on Multiclass Classification of Internet Firewall Log Files

Rahman, Md Habibur; Islam, Taminul; Rana, Md Masum; Tasnim, Rehnuma; Mona, Tanzina Rahman; Sakib, Md. Mamun (IEEE, 2023-01-15)

"Firewalls are critical components in securing communication networks by screening all incoming (and occasionally exiting) data packets. Filtering is carried out by comparing incoming data packets to a set of rules ...

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