Faculty of Science and Information Technology: Recent submissions

  • Design and Development of an E-Commerce System Based on Subscription 
    Istiakh, Mirza (Daffodil International University, 23-01-29)
    The whole world is going through a major transformation of the retail industry, and Bangladesh is no different from the global trend. E-commerce in Bangladesh is still a young and emerging industry. In this paper, I have ...
  • Prediction of Suicide Attempts Using Machine Learning 
    Hasan, Mahmudul; Shifat, Sayem Ahmed; Chakrobortty, Pranto (Daffodil International University, 23-01-29)
    In Bangladesh, there is a rising public health issue around suicide. Targeted suicide control and prevention efforts can be greatly aided by a thorough understanding and forecast of suicide patterns. In this research, after ...
  • Depression Detection of University Students' Using Machine Learning Approach 
    Muntasim, Mst. Fahmida; Ador, MD. Rashedul Haque; Nibir, Tafsirul Islam (Daffodil International University, 23-01-29)
    In modern society, depression affects the majority of people. Many even commit suicide as a result of inadequate care. If depression is present in the patient in the early stages, it is simple to identify and cure. Since ...
  • Bangladeshi Paddy Yield Prediction Using Machine Learning 
    Santa, Sadia Afrin; Ahmed, Md. Istiaq; Tutul, Md. Abu Sufian (Daffodil International University, 23-01-29)
    Rice is the staple food for Bangladesh's population of 135 million. It provides two-thirds of the region's total calorie supply and half of its total protein consumption, supports nearly half of all rural jobs, and accounts ...
  • Optimization of K-Nearest Neighbor for Recommendation System 
    Hassan, Nazmul; Nira, Nusrat Jahan (Daffodil International University, 23-01-29)
    A tool for interacting with vast and complex information spaces is a recommender system. They offer a tailored view of these areas, giving users the items, they are most likely to find interesting priority. The field has ...
  • The Impact of E-Commerce in Bangladesh 
    Tomal, MD. Nazmus Sayadat (Daffodil International University, 23-01-29)
    This paper examines the impact of e-commerce in Bangladesh. It tries to depict the current scenario, facilities and impact of e-commerce in Bangladesh. This research paper has been prepared by analyzing various research ...
  • Investigating Usability of Government Mobile Application in Bangladesh 
    Masud, Abdullah Bin; Raian, Ashik Ahamed; Akter, Nurun-Nahar (Daffodil International University, 23-01-29)
    There is no argument that Mobile applications have changed every step of our life and made it faster than before. Bangladesh government provide government services through the mobile application. But When it comes about ...
  • Machine Learning Modeling for Students' Stress Detection 
    Hasan, Mahim; Sultana, Sherin; Mim, MD Mehedi Hassan (Daffodil International University, 23-01-29)
    Mental stress is an increased mental state of the human body that creates unavoidable situations by which people become mentally and physically weak. Factors which trigger stress are called stressors. If a person continues ...
  • Paddy Leaf Disease Detection Using CNN 
    Mim, Faria Ani; Rifat, M M Fardeen Ehsan; Saha, Nilay (Daffodil International University, 23-01-29)
    The identification of plant diseases is highly significant to avoid losses in quantity and productivity of agricultural production. Problems in the agriculture industry includes are minimized by using more deep learning ...
  • Touristic: Tour and Travel Management System 
    Niloy, Md. Ibrahim Khalil; Hasan, Mahmudul (Daffodil International University, 23-01-29)
    The purpose of a Tour and Travel management system is to manage the various activities and process take place in the hotel. It is largely accountable for hotel management system. The system provides information about the ...
  • Predicting Chronic Kidney Disease Using Machine Learning Techniques 
    Latif, Abdul (23-01-29)
    The term “Chronic Kidney Disease” (CKD) is used in medicine to describe a number of disorders that result in kidney damage or a poor Glomerular Filtration Rate (GFR). Medical advancements in recent years have allowed ...
  • House Rent Prediction in Dhaka City Using Machine Learning Approach 
    Hossen, Md Arman; Rahman, Md. Merazur (Daffodil International University, 23-01-29)
    Dhaka is a densely populated megacity in Bangladesh and day by day population of Dhaka city is increasing. People are frequently migrating to Dhaka. The main driving forces behind migration to Dhaka City are poverty, job ...
  • Safe Market: Design and Development of a Web Based Project 
    Islam, Ashraful (Daffodil International University, 23-01-29)
    Safe Market Electronic commerce (e-commerce) is mostly buying or selling of very goods and all services, and transfer of funds and data. Today, the mostly business-to all -consumer aspect of electronic commerce (e-commerce) ...
  • An Online Based Web Application for Food Delivery 
    Khandakar, MD. Muzahidul Islam; Rahman, MD. Moshiur (Daffodil International University, 23-01-29)
    “AN ONLINE BASED WEB APPLICATION FOR FOOD DELIVERY”, is a web-grounded operation system. Online food ordering is a point of our suggested system, the purpose of the Online Food Ordering System is to automate the primer ...
  • Tea leaf Disease Identification Using Machine learning Approach 
    Mredul, Maruf Hasan; Khan, MD. Shakil (Daffodil International University, 23-01-29)
    Agriculture remains the most important sector of Bangladesh economy, contributing 19.6 percent to the national GDP and providing employment for 63 percent of the population. Agriculture is the largest livelihood provider ...
  • Multicalss Brain Tumor Recognition Using Convolutional Neural Network 
    Jony, Jahid Hasan (Daffodil International University, 23-01-29)
    Day by day the use of computers is increasing everywhere. Computer science is already widely used in the medical field. Brain tumor diagnosis can be performed using computer vision. This research applied several algorithms ...
  • Breast Cancer Prediction Using Machine Learning Approches 
    Ferdous, Mst. Rukaia (Daffodil International University, 23-01-29)
    Breast Cancer is used as a kind of death every year. It's the most considered normal kind of disease in ladies and the main smite of death all around the world. Quite possibly of the most significant and fundamental ...
  • Sentiment Analysis of Bengali Textual Comments in Field of Sports Using Deep Learning Approach 
    Tuly, Mumtahina Rahman; Rabeya, Mosa. (Daffodil International University, 23-01-29)
    In recent days, people are expressing their emotions, feelings or opinions on various social platforms. In those opinions some are real and some are fake. There are a lot of discussions about sports. When their team wins ...
  • Long Short-Term Memory Deliberation for Bengali Document Classification 
    Chowdhury, Rafid Imtiaz; Naeem, Md. Jannatul; Anik, Provaker Sarker (Daffodil International University, 23-01-29)
    One of the most well-liked applications of natural language processing is text classification. Bengali is becoming more and more popular in this subject, much as many other languages, and the most well-known effort here ...
  • Identical Fruits Detection Using Faster R-CNN and Yolo 
    Bhuiyan, MD. Ashrafur Rahman; Shadhin, Afridi Hasan (Daffodil International University, 23-01-29)
    Fruits with the same color, shape, and size are called identical fruits. There are a few tiny distinctions between the two, despite their identical appearance. In an effort to discriminate between identical fruits, a method ...

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