Browsing ICACT 2019 by Author "Rathnayaka, R.M.K.T."

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MLP Model Approach for Driver Fault Identification

Ariyathilake, S.N.; Rathnayaka, R.M.K.T. (4th International Conference on Advances in Computing and Technology (ICACT ‒ 2019), Faculty of Computing and Technology, University of Kelaniya, Sri Lanka, 2019)

The issue of the traffic accident has gain attention of the globe which has been a major challenge for the sustainable development of transportation and traffic. Crashes are events which occurred by involving different ...
An Unsupervised Machine Learning Approach for Churn Prediction

Prasanth, S.; Rathnayaka, R.M.K.T.; Arumawadu, H. (4th International Conference on Advances in Computing and Technology (ICACT ‒ 2019), Faculty of Computing and Technology, University of Kelaniya, Sri Lanka, 2019)

Customer churn is one of the critical issues faced by the firms nowadays. Telecommunication industry is no exception to this rule. In this industry, keeping the existing subscriber (customer) is more valuable than acquiring ...

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