Nirubikaa Ravikumar

Nirubikaa Ravikumar graduated from the Department of Computer Science, Faculty of Sciences, University of Jaffna with Second Class Upper Division. She is currently working as a Lecturer (Probationary) in Software Engineering attached to the Department of Software Engineering, Faculty of Computing.

Publications

Classification of Product Backlog Items in Agile Software Development Using Machine Learning
Classification of Product Backlog Items in Agile Software Development Using Machine Learning
Nirubikaa Ravikumar, Banujan Kuhaneswaran, Adeeba Saleem, Ashansa Kithmini Wijeratne, B. T. G. S. Kumara, G. A. C. A. Herath. © 2023. 24 pages.
In agile software development, product backlog items (PBI) are used to capture the user requirements prior to the product implementation. Many types of requirements can be...
Prognostication of Crime Using Bagging Regression Model: A Case Study of London
Prognostication of Crime Using Bagging Regression Model: A Case Study of London
Ashansa Kithmini Wijeratne, Nirubikaa Ravikumar, Pulasthi Mithila Bandara, Banujan Kuhaneswaran. © 2023. 17 pages.
Crime is a social and economic problem that affects a country's quality of day-to-day life and economic growth. However, analyzing and forecasting crime is not a...
A Multifaceted Machine Learning Approach to Understand Road Accident Dynamics Using Twitter Data
A Multifaceted Machine Learning Approach to Understand Road Accident Dynamics Using Twitter Data
Lakshan Dinesh, Banujan Kuhaneswaran, Nirubikaa Ravikumar. © 2023. 21 pages.
Road accidents, causing 1.35 billion deaths and 50 million injuries annually, are a significant global issue that demands timely detection and prevention. This study reviews...