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Miss PBSN Ariyathilake

Lecturer (Prob.)

Geomatics

Email : shehani@geo.sab.ac.lk

    Qualifications

  • BSc (Honors) in Computing & Information Systems  with Second Class Upper Division Degree (3.66 GPA)

    Research Interests

    • Machine Learning
    • Data Science
    • Business Intelligence
    • Bioinformatics

    Recent Publications

    • DNN Classifier and Decision Tree-Based Novel Methodology for Analyzing Road Accidents
    • A Hybrid Grey Exponential Smoothing Model (HGESM) For Traffic Accident Severity Prediction: A Case Study from Southern Highway System, Sri Lanka
    • Empirical analysis of deep learning approach for driver behavior and faulty determination
    • Multi-Layer Perceptron Approach for Predicting Road Traffic Accidents Based on the Driver Age
    • MLP Model Approach for Driver Fault Identification
    • Identification of Factors in road accidents through Classification & Regression Tree: Machine Learning Approach
    • Comparative Analysis of Machine Learning Algorithms for Road Accident Forecasting