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Browsing DEPARTMENT OF SOFTWARE ENGINEERING by Subject "Machine learning"

Browsing DEPARTMENT OF SOFTWARE ENGINEERING by Subject "Machine learning"

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  • Predicting Employee Attrition using Explainable Machine Learning Algorithm 
    Sultana, Tazim (Daffodil International University, 22-12-15)
    Attrition is one of the most critical problems with employees that our society faces today. The most significant loss for a business is when employees leave. Almost every business today gives careful thought to how to keep ...
  • Predicting the Death of Road Accidents in Bangladesh Using Artificial Neural Network 
    Eti, Mst.Sinhanaznin (©Daffodil International University, 2022-02-05)
    Road accidents are now a common occurrence in our country. Road accidents are increasing by leaps and bounds in Bangladesh every day. Every day countless people are losing their lives in road accidents. The effect of a ...
  • A Prediction Approach of Being Addicted to Drugs Using Machine Learning 
    Fahim, Md. Tasnim Alam (Daffodil International University, 2022)
    Drug addiction is the incapability to refrain from consuming a legal or illegal chemical, drug, activity, or substance despite harmful consequences. It can lead to a comprehensive range of complications that harm personal ...
  • Predictive Analysis of Sleeps Impact on Mental Health 
    Sami, Abdullah Md (Daffodil International University, 2024-01-20)
    The significant influence of sleep on cognitive and emotional state is acknowledged by this research, which explores the complex relationship among sleep patterns & mental health outcomes. Through the identification of ...
  • Smart Farming: Potato Leaf Disease Detection Using Deep Learning 
    Saif, Ahmad (Daffodil International University, 22-12-17)
    Due to a variety of crop species, crop diseases, and environmental conditions, early disease detection is the most difficult task. Several machine learning approaches have been developed to make this challenge easier. ...
  • Software Defect Prediction Using Artificial Neural Network 
    Haque, Ahasanul (Daffodil International University, 22-12-15)
    Defect severity assessment is the most crucial step in major companies and organizations where the complexity of the software is growing at an exponential rate. One of most active research areas in software engineering ...
  • StackIL13 
    Mia, MD Rajib (Daffodil International University, 2023-09-02)
    Inflammatory mediators play an important function in a variety of disorders. IL-13 tightly regulates immune responses, notably those associated with allergies and inflammatory reactions. Predicting interleukin-13 (IL-13) ...
  • Student Performance Prediction Using Artificial Neural Network 
    Hira, Amena Akhter (Daffodil International University, 2021-07-17)
    Education and student both are correlated to each other. Education quality can be improved by student performance. If we want to lead a good life or productive life, then education is necessary and its quality needs to ...
  • A Study for Predicting Cerebral Stroke Using Different Kind of Machine Learning Techniques 
    Sathi, Yeasmin Hena (Daffodil International University, 2021-06-05)
    An interruption or reduction in the supply of blood to the cerebrum produces a cerebral stroke. This supply shortage leads in a deficit of oxygen or vital nutrients, which causes brain cells to die. Stroke occurs mostly ...
  • Using Convolutional Neural Network for Fruit Disease Detection in Machine Learning Approach 
    Hossain, Md.Imran (Daffodil International University, 23-07-25)
    Crop cultivation occupies a key place in the agricultural industry and is essential to supplying the world's food needs. The negative effects of diseased crops, which result in decreased production rates and resultant food ...
  • Using Machine Learning, Several Types of Model-based Type 2 Diabetes Mellitus Prediction 
    Runa, Rahima Akter (Daffodil International University, 2021-06-05)
    A medical services framework utilizing current registering strategies is the most elevated investigated region in medical services research. Specialists in the field of processing and medical care are steadily cooperating ...
  • Vehicle Component Detection for Congestion Control using Image Processing and Machine Learning 
    Joy, Abu Zahid Md Jalal Uddin (Daffodil International University, 2019-12)
    Traffic control systems should cope with the ever increasing demand by determining the situation on the road network and by controlling traffic flows. Here, the system contains CCTV surveillance footage which captures ...
  • Vehicle Detection Using Deep Learning Techniques 
    Islam, Md. Azharul (©Daffodil International University, 2021-06-20)
    Vehicle detection and classification using deep learning methods has been found out in this paper. In the area of highway management, vehicle detection and classification are becoming more significant currently. Vehicle ...

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