Browsing Articles by Author "Afroz, Umme Sanzida"

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Identifying Genre of a Book from Its Summary Using Machine Learning Approach

Bhuiyan, Saidur Rahman; Khan, Md. Rafidul Hasan; Afroz, Umme Sanzida; Rahman, Md. Sadekur (Springer Nature, 2022-10-14)

Categorical search and category-wise book recommendation are two common tasks for online booksellers. But for a machine to understand this category from a given text is still challenging work, where machine learning is a ...
An IoT-Based System to Measure Methane and Carbon Dioxide Emissions Along with Temperature and Humidity in Urban Areas

Afroz, Umme Sanzida; Khan, Md. Rafidul Hasan; Rahman, Md. Sadekur; Jahan, Israt (Springer, 2022-10-14)

The increment of the world population is the main reason behind the emission of greenhouse gasses like methane and carbon dioxide which affect temperature and humidity. To identify this problem, we implemented an IoT system ...
A Method for Bengali Author Detection Using State of the Arts Supervised Machine Learning Classifiers

Hamid, Md. Abdul; Marjana, Nusrat Jahan; Tumpa, Eteka Sultana; Khan, Md. Rafidul Hasan; Afroz, Umme Sanzida; Rahman, Md. Sadekur (Springer, 2023-09-15)

Text classification is an important topic of study in the area of natural language Processing. To identify the authorship of the provided Bangla text, we create a model using the State of Arts Supervised method. Because ...

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