Faculty of Science and Information Technology: Recent submissions

  • A Machine Learning-Based Traditional and Ensemble Technique for Predicting Breast Cancer 
    Mridul, Aunik Hasan; Islam, Md. Jahidul (Daffodil International University, 23-02-18)
    Breast cancer is a physical disease and increasing in recent years. The topic is known widely in the recent world. Most women are suffering from problem of breast cancer. The disease is measured by the differences between ...
  • Impact and Accuracy of Depression Using Machine Learning 
    Niloy, Robayet Hossain; Munna, Mehedi Hasan (Daffodil International University, 23-02-18)
    Increasing public health concerns is the frequency of depression among seniors who expertise depression usually do therefore due to a spread of socio-demographic characteristics, as well as age, sex, income level, the ...
  • Tech Farm BD 
    Hasan, Md. Zahid (Daffodil International University, 23-02-18)
    It is a web-based project that I have created. For all those folks who are really busy with Their own lives, I have already established this project. It will always support them. I have incorporated all electronic devices ...
  • Fruit Classification Using Image Processing 
    Boby, Farjana Abedin; Meem, Tanzila Rahman (Daffodil International University, 23-02-18)
    Detection of rotten culmination has become big within the agro-industry. In general, the category of sparkling and rotten fruit isn't always powerful for fruit growers and sporting people. People get worn out after doing ...
  • A Machine Learning-Based Technique for Predicting Heart Disease 
    Nahin, Mahmudur Rahman; Shawon, Sadikuzzaman (Daffodil International University, 23-02-12)
    Physical diseases including heart disease have been on the rise recently. The subject is well-known in the modern world. The majority of individuals have an issue with heart disease. The discrepancies between the normal ...
  • Grape Leaf Diseases Detection Using Deep Learning 
    Jawat, Alif; Rahi, MD. Forhad Hossain (Daffodil International University, 23-02-18)
    Even though a lot of research has been done in this area, classifying grape leaf diseases remains a very difficult task in the agricultural industry. This task is made more challenging by the spread of leaf diseases and ...
  • Bangla News Classification and Text Summarization Based on Multi-Type Text 
    Asaduzzaman, MD.; Rasel, MD.; Saddi, Nazam Been (Daffodil International University, 23-02-18)
    Text Summarization is a strategy of summarizing any passage, document or text automatically. Summarized text is nothing but the minimized form of the given text. There are many techniques available for the English text ...
  • Bangla News Article Categorization Using Machine Learning 
    Haque, MD Al Shahriar; Shawda, Umme (Daffodil International University, 23-02-12)
    Bangla language got familiar many years ago in the world and Many online Bangla news portals are growing day by day. We can get news within a few seconds with their help of them. Some media are telecasting news by live ...
  • Crime Rate Analysis Using Machine Learning Technique 
    Tasnim, Jerin; Rahman, Nadia (Daffodil International University, 23-02-12)
    A method for methodically detecting crime, analyzing crime patterns, and anticipating crime trends is crime analysis. The information gleaned from machine learning is of great use to police officers and can be applied to ...
  • A Survey on Applications of Cloud Computing in Education Sector Considering COVID-19 Perspective 
    Chowdhury, by Prity Lata (Daffodil International University, 23-02-18)
    The current coronavirus (COVID-19) has had a profound effect on the delivery method of education around the world, affecting the majority of countries in a very aggressive approach. Many educational institutions are ...
  • Evaluating Machine Learning Algorithms for Heart Disease Prediction 
    Islam, MD. Sofiqul; Shiblee, Shah Moazzam Hossen (Daffodil International University, 23-02-18)
    One of the significant motives of death globally is a heart-attack. Heart-attack detection early on can save lives. In this exploration, we mention a predictive machine learning algorithm of heart attack. The algorithm ...
  • An Automated CNN Model Based Approach for Apple Leaf Disease Detection 
    Nazneen, Nafisa; Tahera, Khadija Tut (Daffodil International University, 23-02-08)
    This study presents a deep learning approach for the detection of diseases in apple leaves. The method utilizes convolutional neural networks (CNNs) to classify apple leaf images into diseased and healthy categories. The ...
  • A Transfer Learning Based Approach To Detect Rotten Dragon Fruits 
    Khanom, Jakia; Taher, Abu (Daffodil International University, 23-02-18)
    Transfer learning is a promising approach for improving the accuracy of detection of rotten dragon fruits. In this paper, a transfer learning-based approach is proposed for detecting rotten dragon fruits using images of ...
  • The Impact of Information Technology on Inventory Management in Retail Super Stores in Bangladesh 
    Mithu, MD. Tanvir Ahmed (Daffodil International University, 23-02-12)
    The retail super store in Bangladesh implement the Information Technology to maintain the inventory management play as an important tool for the purpose of enhancing the efficiency of supply chain management practices and ...
  • A Study on the Recruitment & Selection Process of Dutchbangla Bank Limited 
    Hayder, MD Ali (Daffodil International University, 23-02-18)
    Adopting a multi-level research approach, this study aims to investigate the recruitment and selection process of DBBL The study follows a quantitative method. Data we collected through a self-administered questionnaire ...
  • A Study on the Lean Manufacturing Systems Practice in Bangladesh and Kaizen Implementation 
    Rahman, MD Aminur (Daffodil International University, 23-02-12)
    Lean Manufacturing systems have overcome the perception of being another management fantasy. An increasing number of organizations in developing countries are implementing lean production systems in order to generate ...
  • A Study on the Implementation of Marketing Decision Support System 
    Mandal, Pulak (Daffodil International University, 23-02-18)
    Every organization is affected by the unstable economy. Tax, cost, competitive, human, and financial pressures besiege it from all sides. Today's new tendencies of globalization, privatization, and liberalization have ...
  • Weka vs Rapid Miner: A Performance Analysis of Data Mining Classification Techniques on Health Data 
    Islam, Tonima; Sharna, Ilma Akter (Daffodil International University, 23-02-18)
    The term "data mining" is helpful since it simplifies the process of looking through and analyzing a large amount of data to find information that is important and confidential. Academics have recently shown a rising ...
  • A Smart Approach for Detecting Email Spam Text Detection 
    Smritee, Farhana Akter; Sunny, Ahmed Zubayer; Al Mahadi, Sayem (Daffodil International University, 23-02-18)
    In practically every industry today, from business to education, emails are used. Ham and spam are the two subcategories of emails. Email spam, often known as junk email or unwelcome email, is a kind of email that can be ...
  • Complaint Submission System: An Android App 
    Ahad, Abdul (Daffodil International University, 23-02-18)
    This app is mainly for the students of universities and the university authorities to solve the basic problems they face in daily life and to make life easy for everyone. In the universities, the students faces many types ...

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