Browsing Scholarly Publications by Subject "Machine Learning"

Browsing Scholarly Publications by Subject "Machine Learning"

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  • Athlete Workload Evaluation Platform Using Wearable Sensor Network 
    Illangakone, I.A.P.J.; Kalupahana, T.D.; Madhushan, G.G.N.; Gunawardena, S.H.; Prins, N.W. (University of Ruhuna, Matara, Sri Lanka, 2023-06-07)
    To achieve success in their sport, athletes must maintain a high level of physical fitness and avoid injuries during competition. This requires a balanced and effective training program. If the training is not managed ...
  • Automated prediction of computer specification for university students 
    Senarathna, G.P.R.L.; Prabuddhi, W.A.M. (Faculty of Science, University of Ruhuna, Matara, Sri Lanka, 2023-01-18)
    Undergraduates need a laptop computer for their academic program. Most of the students tend to buy a laptop/computer for their higher studies as it becomes an essential device for the education. However, when buying ...
  • Comparative Analysis of CNN Models to Diagnose Pneumonia 
    Shakya, R.D.N.; Abeysekara, R.; Madhubhashani, R.P. (University of Ruhuna, Matara, Sri Lanka, 2023-06-07)
    Pneumonia disease is a significant health issue in the world. Due to the high mortality rate, World Health Organization (WHO) named Pneumonia a “Silent Killer.” To diagnose Pneumonia disease, the medical personnel uses ...
  • A Comparative study of predicting the award-winning books using machine learning algorithms 
    Wijekoon, S.M.S.T.; Rupasingha, R.A.H.M. (Faculty of Science, University of Ruhuna, Matara, Sri Lanka, 2023-01-18)
    Most people around the world are very fond of reading books offline and online. Different people have different preferences when it comes to choosing books and it has become important to find better books for readers. ...
  • Comparison of machine learning techniques used in type II diabetes risk prediction 
    Kaluarachchi, K.N.; Premachandra, K.P.; Dissanayake, R.B.N. (Faculty of Science, University of Ruhuna, Matara, Sri Lanka, 2023-01-18)
    Native Americans living in Arizona called PIMA have several medical problems such as diabetes. Diabetes prediction of females in this population has been done using various machine learning techniques. The objective ...
  • Deep Learning-Based Virtual Assistant for Sinhala Speakers 
    Bandara, H.M.P.; Kalyanarathne, W.M.U.W.; Ranasinghe, K.K.P.M.; Sudheera, K.L.K.; Kadupitiya, J.C.S. (Faculty of Graduate Studies & Library, University of Ruhuna, Sri Lanka., 2024-03-20)
    Virtual assistance has become increasingly popular and used in various applications in recent years. The evolution of deep learning and natural language processing has introduced new techniques to surpass the limitations ...
  • Grey Exponential Smoothing and Sentiment Classification Approach for Stock Prediction Using Big Data Analytics 
    Seneviratna, D. M. K. N.; Malawana, M.V.D.H.P; Rathnayaka, R.M.K.T. (2021)
    Sentiment Analysis is an innovative development in machine learning with the use of natural language processing techniques to derive emotions as positive, negative, neutral from public opinions in information. The main ...
  • New Tools in Plant Disease Assessments 
    Paret, Mathews (Faculty of Agriculture, University of Ruhuna, Sri Lanka, 2018-05-18)
    The field of plant pathology is currently experiencing an array of fascinating transformations on a global scale, particularly in the realm of research, development, and commercialization of innovative tools for plant ...
  • Plant Pathology Department, and North Florida Research and Education Center, University of Florida 
    Paret, Mathews (Faculty of Agriculture, University of Ruhuna, Sri Lanka, 2018-05-18)
    The field of plant pathology is currently experiencing an array of fascinating transformations on a global scale, particularly in the realm of research, development, and commercialization of innovative tools for plant ...
  • Suicidal thoughts influenced by the COVID-19 pandemic: A comparative study using Twitter data 
    Dilanka, R.D.S.; Rupasingha, R.A.H.M. (Faculty of Science, University of Ruhuna, Matara, Sri Lanka, 2023-01-18)
    The COVID-19 pandemic may have caused unanticipated behavioral changes that may have led to the upward trend in reported suicidal attempts. COVID- 19 period was one reason to change pre-existing mental health, ...
  • Use of theory of multiple intelligence in selecting career paths of IT graduates 
    Lakshan, S.M.M.; Gamage, C.Y. (Ruhuna Science Research Circle, Faculty of Science, University of Ruhuna, 2022-11-02)
    Most students initially decide on a career path without realizing their fields of interest. The proposed career guidance structure helps students in Information and Communication Technology (ICT) stream to understand their ...

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