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Browsing by Subject "Logistic regression"

Browsing by Subject "Logistic regression"

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  • Applying Machine Learning Approach To Predict Annual Yield of Major Crops and Recommend Planting Different Crops in Different Seasons in Bangladesh 
    Jemi, Arminara; Miah, Faysal (Daffodil International University, 23-01-29)
    The Bangladesh economy heavily depends on agriculture. Bangladesh's agricultural sector is crucial for providing jobs, income, and GDP. Considering how dramatically the human population is growing, crop output is the primary ...
  • Cardiovascular Disease Forecast Using Machine Learning Paradigms 
    Islam, Saiful; Jahan, Nusrat; Khatun, Mst. Eshita (Proceedings of the 4th International Conference on Computing Methodologies and Communication, ICCMC 2020, IEEE, 2020-04-23)
    In this recent era, Cardiovascular disease (CVD) propagation rate has been intensifying the cause of death worldwide among the non-communicable disease. In particular the south asian countries have a tremendous risk of ...
  • Cardiovascular Disease Forecast Using Machine Learning Paradigms 
    Islam, Saiful; Jahan, Nusrat; Khatun, Mst. Eshita (Proceedings of the 4th International Conference on Computing Methodologies and Communication, ICCMC 2020, IEEE, 2020-04-23)
    In this recent era, Cardiovascular disease (CVD) propagation rate has been intensifying the cause of death worldwide among the non-communicable disease. In particular the south asian countries have a tremendous risk of ...
  • Disaster Related Tweets Analysis with Machine Learning Approaches 
    Islam, Taminul; Islam, Monjurul; Rudra, Rahul; Pranto, Ismail Hossain; Mahmud, Md.Tanvir; Foysal, Md. Musfiqur Rahman (Elsevier, 2023-11-26)
    It's no secret that the microblogging service Twitter (X) has quickly risen to prominence as one of the most reliable places to get the latest updates on breaking events. Tweets, Twitter's information streams, are sent out ...
  • 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 ...
  • Implementation of Machine Learning Algorithms to Detect the Prognosis Rate of Kidney Disease 
    Shamrat, F.M. Javed Mehedi; Ghosh, Pronab; Sadek, Mahbubul Hasan; Kazi, Md. Aslam; Shultana, Shahana (2020 IEEE International Conference for Innovation in Technology (INOCON) , IEEE, 2020-11)
    The chronic kidney disease is the loss of kidney function. Often time, the symptoms of the disease is not noticeable and a significant amount of lives are lost annually due to the disease. Using machine learning algorithm ...
  • Machine Learning Approach for Insomnia Early Diagnosis in Perspective of Bangladesh 
    Tasfia, Orin (Daffodil International University, 2024-01-01)
    This research addresses the early detection of insomnia in Bangladesh, focusing on young adults affected by extensive phone and social media use. Using machine learning techniques like Logistic Regression, SVM, Decision ...
  • A Method for Bengali Author Detection Using Supervised Classification Models 
    Hamid, Md. Abdul; Rahman, Md. Tanjil; Islam, Md. Fahim (Daffodil International University, 23-01-29)
    Text classification is an important area of study in the field of NLP. We live in a modern world where everyone values their intellectual property. Intellectual property includes digital written ideas, blogs, poems, novels, ...
  • Neural Network Based Bengali News Headline Multi Classification System 
    Khushbu, Sharun Akter; Masum, Abu Kaisar Mohammad; Hossain, Syed Akhter (11th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2020 , IEEE, 2020-07-01)
    The modern era is gradually developing in all sectors. Moreover, development is necessary to research. Accordingly natural language processing is the expanding area of process text. At present year, memorizing the data is ...
  • A Novel Automated Feature Selection Based Approach To Recognize Cauliflower Disease 
    Shakil, Rashiduzzaman; Akter, Bonna; Shamrat, F M Javed Mehedi; Noor, Sheak Rashed Haider (Institute of Electrical and Electronics Engineers Inc., 2023-04-17)
    Cauliflower disease is a primary cause of reduced cauliflower yield. Preventing cauliflower disease requires early diagnosis. In the scope of this study, we suggested an agro-medical expert system that would make it easier ...
  • Performance Analysis of Heart Disorder Prediction Using Machine Learning Approaches 
    Ahmed, Md. Emtiyaz; Sany, Nazmul Hasan; Billah, Masum (Daffodil International University, 2022-01-18)
    Machine learning, Data mining are fundamental in health care also in health care information and identification are essential. Machine learning approaches has recently been utilized to detect and forecast a variety of ...
  • Predicting Performance Analysis of Garments Women Working Status in Bangladesh Using Machine Learning Approaches 
    Keya, Maria Sultana; Emon, Minhaz Uddin; Akter, Himu; Imran, Md. Al Mahmud; Hassan, Md. Kamrul; Mojumdar, Mayen Uddin (2021 6th International Conference on Inventive Computation Technologies (ICICT), IEEE, 2021-02-26)
    Maria Sultana Keya, Minhaz Uddin Emon, Himu Akter, Md. Al Mahmud Imran, Md. Kamrul Hassan, Mayen Uddin Mojumdar Abstract: In Bangladesh, the garment industry has played an important role in economically uplifting a ...
  • Prediction of Addiction to Drugs and Alcohol Using Machine Learning 
    Arif, Md. Ariful Islam; Sany, Saiful Islam; Sharmin, Farah; Rahman, Md. Sadekur; Habib, Md. Tarek (International Journal of Electrical and Computer Engineering, 2021)
    Nowadays addiction to drugs and alcohol has become a significant threat to the youth of the society as Bangladesh’s population. So, being a conscientious member of society, we must go ahead to prevent these young minds ...
  • Prediction of Chronic Insomnia using Machine Learning Techniques 
    Islam, Md. Muhaiminul; Masum, Abu Kaisar Mohammad; Abujar, Sheikh; Hossain, Syed Akhter (Scopus, 2020)
    The world is changed extremely over the last decade by the power of technology. Consequently, human lives are undergoing multiple changes that have both positive and negative effects on human health. A lot of virtual ...
  • Weather Status Prediction of Dhaka City Using Machine Learning 
    Jamal, Sadia; Bappy, Tanvir Hossen; Pervin, Roushanara; Rabby, AKM Shahariar Azad (Springer, 2021)
    Weather forecasting refers to understanding the weather condition for the days or moments ahead. It is one of the blessings of modern science to be able to make the weather predictions from previous quantitative data. ...

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