LMS
Address

Department Of Computing & Information Systems,
Faculty of Applied Sciences,
Wayamba University of Sri Lanka,
Kuliyapitiya,
Sri Lanka.

Telephone

+(94) 37 2282759

Fax

+(94) 37 2283622

Email

cmis@wyb.ac.lk

Mrs. H.R.K. Nagahamulla
BIT (Colombo), B.Sc. (Hons.) (Peradeniya) Computer Science, M.Phil. Computer Science (Peradeniya)
Senior Lecturer (Grade II)
Telephone
Fax
+(94) 37 2282759
+(94) 37 2283622

B.Sc. (Hons) Special Degree in Computer Science : University of Peradeniya
M.Phil. Computer Science : University of Peradeniya

  • Artificial Intelligence
  • Artificial Neural Networks

Refereed Journal Papers

  • Nagahamulla, H.R.K. Ratnayake, U.R. and Ratnaweera, A. (2013). Artificial Neural Network Ensembles in Time Series Forecasting: an Application of Rainfall Forecasting in Sri Lanka. International Journal on Advances in ICT for Emerging Regions. 6.

Conference proceedings

  • Nagahamulla, H.R.K. Ratnayake, U.R. and Ratnaweera, A. (2011). Monsoon Rainfall Forecasting in Sri Lanka using Artificial Neural Networks. Industrial and Information Systems (ICIIS), 6th IEEE International Conference, Kandy, Sri Lanka. 305-309.
  • Nagahamulla, H.R.K. Ratnayake, U.R. and Ratnaweera, A. (2012). An ensemble of Artificial Neural Networks in Rainfall Forecasting. International Conference on Advances in ICT for Emerging Regions, Colombo Sri Lanka. IEEE Press. 176-181.
  • Nagahamulla, H.R.K. Ratnayake, U.R. and Ratnaweera, D.A.A.C. (2013). An Effective Neural Network Ensemble Architecture For Short Term Rainfall Forecasting. Special Session on Urban Water Environment Monitoring & Management 4th International Conference on Structural Engineering and Construction Management, Kandy, Sri Lanka. 58-68.
  • Nagahamulla, H. Ratnayake, U. and Ratnaweera, A. (2014). Selecting Most Suitable Members for Neural Network Ensemble Rainfall Forecasting Model. The First International Conference on Soft Computing and Data Mining (SCDM-2014,) Universiti Tun Hussein Onn Malaysia. Springer. 591-601.

Others

  • Nagahamulla, H. Ratnayake, U. and Ratnaweera, A. (2014). Artificial Neural Networks with K-Means Clustering for Short Term Rainfall Forecasting. PGIS Research Congress.
 
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