Browsing by Author "Lakshan, W. S. V."

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Comparison between the Machine Learning Algorithms to determine the suitable input features for personal theft, sexual assault, and house burglary victimization prediction

Lakshan, W. S. V.; Weerakoon, W. A. C. (Faculty of Science, University of Kelaniya Sri Lanka, 2022)

The crime-related predictions can be vastly supported by most of the available supervised machine learning models. The possibility of becoming a victim increases daily in each crime category. The main difficulty is to find ...
An efficient credit score prediction model with Deep Neural Network

Lakshan, W. S. V.; Katugampala, K. D. V. C. (Faculty of Science, University of Kelaniya Sri Lanka, 2022)

The rapid expansion of the financial industry over the evolution of Computer Science is a breakthrough for both fields. Financial institutes tend to get the maximum benefit from computer science by analysing huge stack of ...
An enhanced ensemble model for crime occurrence prediction using machine learning

Lakshan, W. S. V.; Silva, A. T. P.; Weerakoon, W. A. C. (Faculty of Science, University of Kelaniya, Sri Lanka., 2021)

With the rapid increase of crime, law enforcement departments are struggling to stop crimes and continuously demand automated advanced systems for crime control to provide better protection to the human being in a community. ...

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