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Browsing Articles by Subject "Random forest"

Browsing Articles by Subject "Random forest"

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  • Analysis and Prediction of Air Permeability of 100% Cotton Single Jersey Fabric Using Machine Learning Approaches 
    Akter, Sharmin; Ahmed, Md. Sohel; Khan, Dr. Mashiur Rahman (Journal of Textile and Apparel, Technology and Management, 2020)
    The air permeability property has great significance on the fabric comfort related property. In this study Artificial Neural Network (ANN), Random Forest and Additive Regression Classification Models have been applied for ...
  • Ensemble Method Based Architecture Using Random Forest Importance to Predict Employee's Turn Over 
    Hossen, Md. Anwar; Hossain, Emran; Khalib, Zahereel Ishwar Abdul; Siddika, Fatema (Journal of Physics: Conference Series, 2021)
    The departure of a skilled employee can create a problem for a company and this incident is increasing globally. Employee turnover has become an important issue these days due to the heavy workload, low pay, low job ...
  • Heart Disease Prediction Using Supervised Machine Learning Algorithms 
    Ali, Md Mamun; Paul, Bikash Kumar; Ahmed, Kawsar; M.Bui, Francis; Quinn, Julian M.W.; Moni, Mohammad Ali (Computers in Biology and Medicine, 2021)
    Machine learning and data mining-based approaches to prediction and detection of heart disease would be of great clinical utility, but are highly challenging to develop. In most countries there is a lack of cardiovascular ...
  • 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 Techniques for Depression Analysis on Social Media- Case Study on Bengali Community 
    Bhattacharjee, Debasish; Kawsher, Jamil; Labib, Md Shad; Latif, Subhenur (2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA), IEEE, 2020-12)
    Depression is a prevalent illness in today’s society. It changes and influences our entire method of thought and our emotional, cognitive, and everyday behavioral behaviors. It affected over 264 million people, and the ...
  • 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 ...

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