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Browsing Theses by Subject "Machine learning"

Browsing Theses by Subject "Machine learning"

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  • An Analysis of Employees’ Email Data That Can Cause Conspiracy 
    Supti, Sumaia Azad; Ferdous, B. M. Jannatul (Daffodil International University, 2019-12)
    The sentiment analysis is a cutting-edge technique for accessing internet data and these data has been a growing discipline of the data mining and machine learning researchers and academics for the last decades. Hence, ...
  • An Analysis of Employees’ Email Data That Can Cause Conspiracy 
    Supti, Sumaia Azad; Ferdous, B. M. Jannatul (Daffodil International University, 2019-12)
    The sentiment analysis is a cutting-edge technique for accessing internet data and these data has been a growing discipline of the data mining and machine learning researchers and academics for the last decades. Hence, ...
  • An Approach for Heart Disease Prediction Using Supervised Machine Learning Algorithms 
    Mira, Koli Mondol (23-01-18)
    The academic community has recently become interested in categorizing medical datasets using machine learning, despite the fact that it is a challenging task. The conclusion of the procedures is aided by the use of numerous ...
  • Bangla Fake News Detection Using Machine Learning 
    Khanom, Afsana; Khanum, Humayra (Daffodil International University, 2019-12)
    Nowadays, Social platform has become an exoteric means for audience to devour news. The proliferation of perplexing fact in regular access media outlets such as social media sites, news blogs, and online portals have ...
  • 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 ...
  • Brain tumor detection from MRI medical images based on machine learning algorithms 
    Omy, Jannatul Faria (Daffodil International University, 2023-12-21)
    This study aims to develop an efficient and accurate system for the early detection of brain tumors using machine learning algorithms applied to magnetic resonance imaging (MRI) medical images. Brain tumor occurs because ...
  • 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 ...
  • Cattle Breed Classification Using Deep Learning Process 
    Bithi, Tanzina (Daffodil International University, 23-01-18)
    Cow fattening can be one of the programs to eliminate unemployment. which will meet the needs of the country, along with removing unemployment, and will provide an opportunity to export outside the country. This unemployment ...
  • Coronary Artery Disease Prediction Using Machine Learning Algorithm 
    Bhadra, Bivuti Vushan (Daffodil International University, 23-01-18)
    New technologies such as machine learning and big Data analytics has proven to be a promising solution for the biomedical community, health problems and patients care. It is accurate and therefore useful for early disease ...
  • Credit Risk Analysis Using Machine Learning Algorithms 
    Banerjee, Depayan (Daffodil International University, 23-01-18)
    Almost every financial institution, for instance, credit card companies and banks heavily rely on credit risk grade systems to determine whether to issue a loan to the probable debtor. They put the applicants into 8 ...
  • Dengue Disease Analysis in Dhaka City Using Machine Learning Techniques 
    Hassan, Md Rakib (Daffodil International University, 23-01-17)
    As global urbanization and climate change accelerate, Dengue fever is spreading globally. Bangladesh has also experienced varying degrees of Dengue fever, particularly in the city of Dhaka, causing huge economic losses. ...
  • Detecting Brain Tumor Using A Convolutional Neural Network 
    Rokonuzzaman, Md.; Sultana, Mst. Abida; Akhter, Farjana (Daffodil International University, 2019-12-05)
    Nowadays Machine Learning (ML) become most hot topic in the technology world. Newly invented machine with Artificial Intelligence (AI) taking every place of our life. Neural Network may be a modern machine learning field ...
  • Enhancing guava harvest forecasting in Bangladesh through supervised machine learning models 
    Munia, Sahela Khan (Daffodil International University, 2024-01-01)
    Accurate forecasting of guava harvest is essential for efficient resource allocation, market planning, and mitigating post-harvest losses. In Bangladesh, the guava industry faces challenges in predicting harvest yields ...
  • Factors Affecting Admission Into Post graduation Programs Among Bangladeshi Graduates 
    Shahriar, S M (Daffodil International University, 23-01-18)
    This thesis titled “Factors Affecting Admission into Postgraduation Programs Among Bangladeshi Graduates” is used machine learning algorithms to determine whether students are interested or not the admit or completing the ...
  • Fresh and Rotten Fruits Classification Using Deep Learning Algorithm. 
    Akter, Sumaeya (Daffodil International University, 23-01-18)
    Producing fruit was a common and important part of agricultural life in Bangladesh. The growing of fruit has gone through a period of profound change. We obtain nutrients from fruits. It is a provider of vitamin and mineral ...
  • Game Playing Effects on Academic Performance of University Students 
    Rahman, MD. Mizanur (Daffodil International University, 23-01-18)
    This thesis titled “Effects on university students' education by playing online games in Bangladesh using data mining techniques” is used to determine how online game affects students' education. So that the student can ...
  • Heart Disease Prediction Using Machine Learning: 
    Hossin, MD. Murad; Bhuiyan, MD. Rifat (Daffodil International University, 23-02-18)
    Heart disease is one of the main causes of death worldwide and the most dangerous ailment. Early identification of cardiovascular disease will reduce mortality. The medical establishment has struggled in recent years to ...
  • Higher Education Student's Performance Evaluation Using Machine Learning Techniques 
    Efty, MD.Kamrul Hasan (Daffodil International University, 23-03-01)
    Failure and success in the classroom have real-world implications for achieving economic success in the knowledge-based economy. Using early detection markers (such as age, reading frequency, and CGPA), this research aims ...
  • Loan Prediction Analysis using Machine Learning Techniques 
    Shawn, Abul Hasan (Daffodil International University, 23-01-18)
    Loans account for a large portion of bank profits. Despite the fact that many people are looking for loans. Finding a legitimate applicant who will return the loan is difficult. Choosing a real applicant may be difficult ...
  • Machine Learning Approach to Predict Tomato Leaf Disease 
    Akter, Shumaya (Daffodil International University, 2023-09-02)
    The machine learning approach used in this thesis uses a large dataset of leaf photos and associated disease labels to predict tomato leaf diseases. A large number of tomato leaf photos, comprising both healthy and diseased ...

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