Browsing by Author "Nur, Arafat Ullah"

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    Ascertaining the Fluctuation of Rice Price in Bangladesh Using Machine Learning Approach
    (IEEE, 2020-07) Hasan, Md. Mehedi; Zahara, Muslima Tuz; Sykot, Md. Mahamudunnobi; Nur, Arafat Ullah; Saifuzzaman, Mohd.; Hafiz, Rubaiya
    Rice is the most grown crop in Bangladesh. It is consumed as the main food course in Bangladesh. The price of rice makes a difference in whether people will eat or starve. To know what's going to happen in the rice market using pen and paper is a far cry as well as time-consuming. Machine Learning (ML) provides the facilities to predict the price of any products to prevent a future collapse in the market. The goal of this paper is to predict the price of rice using Machine learning approach. Data collected from the Ministry of Agriculture website, Bangladesh was used to predict the price. Several machine learning algorithms were used to make this prediction i.e. Support Vector Machine (SVM), K-Nearest Neighbor (KNN), Naïve Bayes, Decision Tree and Random Forest. All these algorithms are analyzed to find out which algorithm provides the best performance. Now, we can predict the price of rice, whether it is reasonable, low, or high based on the results achieved by the mentioned algorithms.
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    Beatdown Spider
    (Daffodil International University, 2021-01-27) Nur, Arafat Ullah
    Beatdown Spider” is a 2D Shoot’em Up subgenre game among many Top-Down Shooter (TDS) game genres. TDS is one of the genres among many popular video game genres. This is a Unity (Game Engine) based 2D game created with C# programming language for final year project in Computer Science and Engineering at Daffodil International University. Top-Down Shooter or Top-Down, in general, is a genre of video games where the player’s point of view is from above, like, if a drone were scouting over one person only, off of their movement or actions. Shoot’em Up subgenre consist of players trying to end enemies while running from the enemy. This game tells the story of a spider including interesting 3 different levels.