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Browsing DEPARTMENT OF COMPUTER SCIENCE & ENGINEERING by Subject "Machine learning"

Browsing DEPARTMENT OF COMPUTER SCIENCE & ENGINEERING by Subject "Machine learning"

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  • Effects of Rapidly Changing Technology and Revolution of the Computer on HCI 
    Yesmin, Sanjana; Tamanna, Nusrat Jahan; Aurni, Afrida Hossain (Daffodil International University, 2021-12)
    In this age of technological revolution, everything has become machine-dependent. So we can't visualize doing anything without machines now. Technology is growing faster, even in a blink; we may see something different ...
  • Efficient Staging of Cervical Cancer Using Machine Learning Approach 
    Tajmen, Shorove; Dhaly, Al-Amin (Daffodil International University, 23-02-18)
    Cervical cancer is one of the deadliest diseases, causing a significant number of premature deaths in under-developed countries. Several risk factors are responsible for causing cervical cancer. Several organizations and ...
  • 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 ...
  • Enhancing random forest model for cancer detection: a multi objective hyper parameter tuning strategy 
    Islam, Md Saykot (Daffodil International University, 2024-01-01)
    Early and accurate cancer detection is crucial for improving patient outcomes from this lethal disease, but traditional methods often lack sensitivity or specificity. Machine learning algorithms, particularly Random ...
  • An Ensemble Method for Predicting Loan Eligibility in Commercial Bank Using Machine Learning 
    Islam, Jahirul; Shakil, Kh. (Daffodil International University, 23-01-29)
    In recent days in Bangladesh the number of loan applicants for loans in commercial banks are gradually increasing every year. Banking sectors always need a more accurate system for handling many issues. In order to select ...
  • 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 ...
  • Face Detection Using Machine Learning Algorithms 
    Islam, Rashedul; Siam, Md. (Daffodil International University, 2022-01-06)
    In recent years, face recognition has attracted much attention and its research has rapidly expanded by not only engineers but also neuroscientists since it has many potential applications in computer vision communication ...
  • Face Recognition Based on LBPH Algorithm 
    Nasim, A S M; Hasib, Md. Ahasan; Nahid, Nazmul Hasan (Daffodil International University, 2019-09-12)
    In this paper, we propose a face detection and recognition system based on computer vision of improving security issues. Here, we propose our research by applying significant experiments to test the performance of machine ...
  • Facial Emotion Detection in Real Time using Machine Learning 
    Akter, Nafia (Daffodil International University, 2019-09-12)
    Emotion is a key component in a person’s life. Anyway at some point it is hard to comprehend feelings that an individual need to express.What's more, comprehend feelings conveyed in such continuously because of mind ...
  • Facial Expression Detection using Machine Learning 
    Tawhidul, Md.; Akhi, Asma Sadia; Eva, Nusrat Jahan (Daffodil International University, 2021-01-28)
    Now-a-days people are very much comfortable with images, anything in an image is representation of something. Also a human face is representation of a facial expression. From a human image we can find facial expression ...
  • 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 ...
  • Fake Hilsa Detection Using Machine Learning Algorithm 
    Islam, Merajul; Rahman, Abdur; Ani, Jannatul Ferdous (Daffodil International University, 2021-06-01)
    Hilsa is the national fish of Bangladesh. Bangladesh is earning a lot of foreign currency by exporting this fish. Unfortunately, in recent days some unscrupulous businessmen are selling fake Hilsa fishes to gain profit. ...
  • Fake News Detection Using Machine Learning 
    Mahfuz, Rahat; Musa, Mahmudul Hasan (Daffodil International University, 23-03-29)
    Fake news on social media and other platforms is widespread, and it is a reason for great concern because of its potential to inflict significant social and national harm with negative consequences. Detection is already ...
  • Fake News Detection Using Machine Learning Algorithm 
    Hosen, MD Alamin; Mony, Akhi; Hasan, MD Touhid (Daffodil International University, 2022-01-04)
    Recent years have seen an explosion in social media usage, allowing people to connect with others. Since the appearance of platforms such as Facebook and Twitter, such platforms influence how we speak, think, and behave. ...
  • Fake News Detection Using Machine Learning Approach 
    Molla, MD. Abdus Salam; Ahmed, Raunak (Daffodil International University, 22-09-12)
    People are getting more exposed to fake news as their use of the web increases. to get notoriety while profiting from clickbait news outlets and social media, The media promotes incorrect information to deceive people. ...
  • Fake Website Detection Using Machine Learning & ANN 
    Himu, Mahbuba; Supty, Shamima Afrose (Daffodil International University, 2022-01-04)
    Day after day the number of internet users increases, phishing has grown increasingly breakneck. Phishing attacks pose a serious threat to people’s daily lives and the online environment. For example, the attacker poses ...
  • Fish Detection by Machine learning Approach 
    Urmi, Israt Jahan; Prodhan, Md Shahryar (Daffodil International University, 2022-01-02)
    In Bangladesh fish farming is already a major source of employment and many working facilities can be created through high-tech commercial fish farming systems. Even the unemployed educated people can also contribute to ...
  • Fish Disease Detection System Using Machine Learning 
    Kabir, Sikder Rayhan; Kousher, Kh. Abu Al (Daffodil International University, 2021-01-31)
    Fish disease is one of the major problems in the field of fish farming in asian region. Every year farmers have to face a lot of losses in their business for the fish disease. Especially EUS (Epizootic Ulcerative Syndrome) ...
  • 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 ...

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