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Browsing DEPARTMENT OF COMPUTER SCIENCE & ENGINEERING by Subject "Data Mining"

Browsing DEPARTMENT OF COMPUTER SCIENCE & ENGINEERING by Subject "Data Mining"

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  • Imbalance Data Classification to Identify Fraudulent Transactions 
    Karim, Rafat; Mahmud, Md. Rifat; Maksuda; Jannatus Saiyem, MD. (Daffodil International University, 2019-12-10)
    Because of the expansion of social media and globalization now a days, peta byte scale of data is being generated in every second. Data mining is the process of extracting knowledge from this huge amount of data. Data ...
  • A Knowledge Based Data Mining Based on Parkinson’s Desease 
    Hassan, Md. Redone; Islam, Md. Aminul; Obidul Kadir, S.K. (Daffodil International University, 2019)
    The approaches of detecting Parkinson’s disease (PD) in human body from voice data using Classification techniques apply three different algorithms for finding the growth rate of Parkinson’s disease. Support vector machine ...
  • Leveraging Algorithms for depression detection in natural language processing 
    Hassan, Nazmul (Daffodil International University, 2024-01-01)
    This research presents a comprehensive exploration of depression identification methodologies, employing a diverse array of classification algorithms, including Logistic Regression, Random Forest, Gradient Boosting, ...
  • Multi-class Prediction Based on Transport Review Using Data Mining Algorithom 
    Islam, Md. Sadikul; Hassan, Md. Mahmud (Daffodil International University, 2018-05)
    In recent years it is noticeable that sharing text reviews on various businesses specially restaurants through website and social media is a very common phenomenon. Online reviews reflect user’s opinion. This huge ...
  • Music-Source-Separation 
    Rahman, Sadiqur; Shahriar, Alam; Masum, Md. Alim-Ul-Alam (Daffodil International University, 2020-07-18)
    In a world full of sounds, music is used as a connection for people around the world. This proposed project titled "Music-Source-Separation" is a deep neural network reference implementation for creating opportunities ...
  • Natural Disaster Tracking in Context of Bangladesh Using Data Mining 
    Hridoy, Md. Nafiur Rahman (Daffodil International University, 2020-07-09)
    The Title of this thesis is “Natural disaster tracking in context of Bangladesh using data mining”. The life of people of Bangladesh has often been shaped by tragedy. We know that Bangladesh is a land of natural disaster. ...
  • Net Pay Money Transaction System with Fraud Detection Using Datamining Technique 
    Hossain, MD. Shahriar (Daffodil International University, 2020-07-09)
    The purpose of the document is to describe all the requirements for the targeted systemNet Pay. Interested to make this project because in Bangladesh there is no smart way to transfer money. People have to go to many third ...
  • Predicting Student Performance to Reduce Dropout Using J48 Decision Tree Algorithm 
    Hasan, Md. Zahidul (Daffodil International University, 2019-12-06)
    Student dropout is a major problem that faces most of the Private University of Bangladesh. In Bangladesh, a huge number of student studies in private universities. But, almost one-third of students are dropped out in ...
  • Prediction of Rainfall Using Data Mining Techniques 
    Das, Himel (Daffodil International University, 2019-12-06)
    The research for this paper focus on finding inter-relations between various climate ratio and predict rainfall therefore. In addition, since precipitation is the detectable explanation for flood, our evaluation can ...
  • Region Based Disease Prediction Using Data Mining and Machine Learning. 
    Tuhedul Islam; Nahid-Al-Mamun, Md. (Daffodil International University, 2018-09-25)
    Day by day increasing the value of time of human, that’s why human want to try analyses all the data related with life and environment, for making future life easy and comfortable. In this time, worldwide uses data mining ...
  • SEMI-AUTOMATED TIME SCHEDULING MANAGEMENT SYSTEM FOR UNIVERSITY CLASSES 
    AHMED, IKHTIAR; JOYDHAR, GRACE; MASUM, ABDULLAH-AL- (Daffodil International University, 2018-12-09)
    It already is known that every institution has a routine. On the other hand, a successful integrating management system plays a vital role in an organization. The developed system is a web-based application. This project ...
  • Shot-Net: A Convolutional Neural Network for Classifying Different Cricket Shots 
    Foysal, Md. Ferdouse Ahmed; Islam, Mohammad Shakirul (Daffodil International University, 2018-11-01)
    Artificial Intelligence has become the new powerhouse of data analytics in this technological era. With advent of different Machine Learning and Computer Vision algorithms, applying them in data analytics has become a ...
  • Smoking Predictor 
    Hayder, Sk. Asif; Das, Peyas Chandra (Daffodil International University, 2018-11-27)
    Data Mining can be defined as the use of complex tools of data analysis to discover previously unknown relationships and patterns in large datasets. Therefore, data mining comprises techniques that enable more process ...
  • Software Development Standards and Software Engineering Practices a Case Study of Bangladesh 
    Islam, Md. Jahidul (Daffodil International University, 2018-12-12)
    There is an obvious need to research and analyze data that is used software industry in Bangladesh. In Bangladesh, there are many IT Companies and increasing day by day. There is less evidence of their usage among software ...
  • Student Performance Prediction Using Machine Learning Approach and Data Mining Techniques 
    Rony, Md. Anisur Rahman; Amithy, Nujhat Tabassum; Amir, Meherin (Daffodil International University, 2020-07-26)
    Nowadays Data Mining and Machine Learning Algorithms have made our work easier by developing prediction capability. We can implement Data Mining and Machine Learning Algorithms in many sectors. Among those, education is ...
  • STUDENT RESULT PREDICTION USING DATA MINING TECHNIQUE 
    ISLAM, MD.MARUF; RAHMAN, MD. HABIBUR (Daffodil International University, 2018-11-03)
    The intent of the research paper is to presents a brief review of the use of a large amount of student data that was kept by the educational institutions. Using the data mining technique student result can be predicted ...
  • A Study to Predict the Stages of Liver Fibrosis Caused by Hepatitis C Virus Using Data Mining Techniques 
    Ishraq, Md. hasin (Daffodil International University, 2020-12-06)
    Hepatitis is basically an inflammation of the liver. There many forms of hepatitis virus. Among them, hepatitis B, as well as hepatitis C viruses, lead to liver cancer. Hepatitis C virus (HCV) is the notorious toxicant ...
  • Studying Machine Learning Algorithms for Customer Churn Prediction 
    Hossain, Md. Forhad; Hasan, Md. Umaid; Hosen, Md. Fahad (Daffodil International University, 2019-12-10)
    In this new era, customer relationship management is a challenging deed in the telecommunications industry because this is a profoundly competitive sector and continually challenged by customer churn. For predicting out ...
  • Taste and Nutrients Comparison Between Local and Foreign Orange Using Data Mining 
    Hasan, Mehedi; Rumman, G.M. Shariar Al; Lima, Tania Akter (Daffodil International University, 2021-01-28)
    In this paper, we are talking about the difference between oranges produced locally and in foreign lands. We are comparing nutrient components that tell us about the taste of the orange. As we are producing orange locally ...
  • University ERP Based on SMS Registration, Online Payment and Predicting Students’ Dropout: A WEB BASE APPLICATION 
    BHOWMIK, KANOKCHANPA SAHA; GHOSH, RIPON (Daffodil International University, 2018-12-09)
    Enterprise resource planning (ERP) , integrated management of core business processes. It may be in real-time and mediated by software and technology. Now a days ERP is most important thing for any business. It is the ...

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