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Browsing by Subject "Random Forest"

Browsing by Subject "Random Forest"

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  • ADHD diagnosis using EEG Signal Patterns Analysis 
    Harankahawatta, Archana (2025)
    Neurodevelopmental disorders such as Attention Deficit/Hyperactivity Disorder (ADHD) can lead to lifelong negative impacts if not identified and managed early. Affecting approximately 5–7% of children globally, early ...
  • Bank Loan Approval Prediction Using Machine Learning Approach 
    Ramesh, Chyrus (2022)
    The data is expanding at such a rapid rate in banks nowadays, bankers must examine a person's data before granting a loan amount, there is always a major risk associated when a financial institution lends money to them. ...
  • Digital Latex Weighing 
    Kumara, Diman Randisa (2025)
    Manual latex weighing and attendance recording in the rubber plantation industry often lead to inconsistencies, inefficiencies, and frequent human errors. These outdated methods negatively impact data quality, decision-making, ...
  • ELSENT: Automated sentimental analysis based on cognitive approach 
    Thejana, P. W. G. B. N (2021)
    " The human brain is not just a device for interpreting information; it is also a system in which cognitive and affective processes are intimately connected. Any learning process involves this interaction between ...
  • Finding best approach to predict accident severity in Moratuwa police division using feature reduction techniques 
    Pathiranage, Kemal (2022)
    "Road accidents are having a huge impact on the people globally. The objective of the study is to address rate of increasing traffic accidents that is a huge problem to the whole world. Sri Lanka is a low-income country ...
  • Forecasting Share Prices Listed in Colombo Stock Exchange Using Machine Learning 
    Srikantha, Anojan (2023)
    Generally, retail investors with low net worth do not have regular access to insights and information with respect to constructing optimal portfolios. On the other hand, professional investment managers have access to ...
  • HOME GROW - Home Based Crop Recommendation System using IOT 
    Fazli, Hakeem (IIT, 2023)
    "The goal of this study is to make an IoT-based Crop Recommendation System that will help home gardeners get the most out of their crops while having less of an effect on the environment. With the world's population growing ...
  • House Price Prediction Using Machine Learning 
    Chandramohan, Kavyavarshaa (2022)
    This paper presents an overview of how to predict home expenses using several variables such as the property's area, floor space, and number of levels, among others. To get the most efficient and less error-caused regression ...
  • Industrial Predictive Maintenance Utilizing Hybrid Machine Learning 
    Doraraja, Kishor (2025)
    Predictive maintenance is an essential strategy for minimizing unplanned downtime, reducing maintenance costs and improving operational efficiency in industrial environments. Traditional maintenance approaches often ...
  • A Machine Learning Approach to Detect Image Based Web Phishing Attempts 
    Abeysooriya, S.R (2021)
    " Phishing is one of the oldest type of cybercrimes which tricks people to obtain their sensitive information such as usernames, passwords, and credit card information. Time to time the attackers have changed their ...
  • Machine Learning for Disease Prediction Using Symptoms and X-ray Images 
    Gunawardana, Ravija (2023)
    "People of all ages, ethnicities, and nations are impacted by diseases, which are a worldwide problem. The common cold, Influenza, Tuberculosis (TB), HIV/AIDS, and more recently COVID19 and Pneumonia are some of the most ...
  • Malware Detection System 
    Fernando, Kevin (2025)
    This research presents a lightweight malware detection system for Microsoft Windows Portable Executable (PE) files using static analysis and supervised machine learning. The study addresses the limitations of signature-based ...
  • Predictive Modeling Approach to Determine the prices of the used vehicles in Sri Lanka 
    Perera, Lahiru (2022)
    "Vehicle industry is in a stage where most of the dealers have run out of business. With covid coming through and foreign reserves going low, the government decided to stop importing vehicles. This issue led to stage ...
  • Price Prediction on Finding Retail Prices of Used Motorbikes 
    Ariyarathna, Senel (2022)
    Motorcycles are one of the most popular modes of transportation because they are quick, inexpensive, and convenient. Many distinct attributes are examined in order to make a reliable and accurate prediction. This thesis ...
  • Used vehicle price prediction system 
    Marasinghe, M. A. A. S (2021)
    " With the increase of vehicle imports, used vehicle market has become popular and interesting. With the market popularity and no prior knowledge about used vehicles, many people get fraud to the vehicle dealers and ...