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Nazri Mohd Nawi

Nazri Mohd Nawi

LiveDNA ID: 60.5002
21 Publications
0 Editorial Roles
0 Projects

Education

Academic Background
  • Ph.D. Universiti Tun Hussein Onn, Malaysia Computer Science | Completed: 2006

Publications (21)

Selected Scholarly Contributions
Enhanced active learning in developing highly interpretable decision support system.
Mohd Salleh, M.N. and N. Mohd Nawi,
Int. J. Inf. Sci., | Journal Article
10.5923/j.ijis.20120203.03
Self Nazri Mohd Nawi
2012
Hybrid ant bee colony algorithm for volcano temperature prediction.
Shah, H., R. Ghazali and N.M. Nawi,
Emerg. Trends Appl. Inf. Commun. Technol. Commun. Comput. Inf. Sci., | Journal Article
10.1007/978-3-642-28962-0_43
Self Nazri Mohd Nawi
2012
The effects of network parameters on pi-sigma neural network for temperature forecasting.
Husaini, N.A., R. Ghazali, N.M. Nawi, M.M. Deris and L.H. Ismail,
Int. J. Mod. Phys: Conf. Ser., | Journal Article
Self Nazri Mohd Nawi
2012
Studying the effect of adaptive momentum in improving the accuracy of gradient descent back propagation algorithm on classification problems.
Rehman, M.Z., N.M. Nawi and R. Ghazali,
Int. J. Mod. Phys: Conf. Ser., | Journal Article
10.1142/S201019451200551X
Self Nazri Mohd Nawi
2012
Solving local minima problem in back propagation algorithm using adaptive gain, adaptive momentum and adaptive learning rate on classification problems.
Hamid, N.A., N.M. Nawi, R. Ghazali and M.N.M. Salleh,
Int. J. Mod. Phys: Conf. Ser., | Journal Article
10.1142/S2010194512005533
Self Nazri Mohd Nawi
2012
Feature selection for traditional malay musical instruments sounds classification using rough set.
Senan, N., R. Ibrahim, N.M. Nawi, I.T. Riyadi Yanto and T. Herawan,
J. Comput., | Journal Article
Self Nazri Mohd Nawi
2011
Predicting patients with heart disease by using an improved back-propagation algorithm.
Nawi, N.M., R. Ghazali and M.N.M. Salleh,
J. Comput., | Journal Article
Self Nazri Mohd Nawi
2011
The effect of adaptive gain and momentum in improving training time of back propagation algorithm on classification problems.
Hamid, N.A., N.M. Nawi and R. Ghazali,
Int. J. Adv. Sci. Eng. Inf. Technol., | Journal Article
Self Nazri Mohd Nawi
2011
Rough set approach for attributes selection of traditional malay musical instruments sounds classification.
Norhalina, S., R. Ibrahim, N.M. Nawi, I.T. Riyadi Yanto and T. Herawan,
Int. J. Database Theory Appl., | Journal Article
Self Nazri Mohd Nawi
2011
Enhancing back propagation neural network algorithm with adaptive gain on classification problems.
Nawi, N.M., N.A. Hamid, R.S.R. Rozaida Ghazali and M.N. Mohd Salleh,
Int. J. Database Theory Appl., | Journal Article
Self Nazri Mohd Nawi
2011
Improving the accuracy of gradient descent back propagation algorithm (GDAM) on classification problems.
Rehman, M.Z. and N.M. Nawi,
Int. J. Comput. Architectures Appl., | Journal Article
Self Nazri Mohd Nawi
2011
Improvements of back propagation algorithm performance by adaptively changing gain, momentum and learning rate.
Hamid, N.A., N.M. Nawi, R. Ghazali and M.N.M. Salleh,
Int. J. Comput. Architectures Appl., | Journal Article
Self Nazri Mohd Nawi
2011
Using artificial bee colony algorithm for MLP training on earthquake time series data prediction.
Shah, H., R. Ghazali and N.M. Nawi.
J. Comput., | Journal Article
Self Nazri Mohd Nawi
2011
Accelerating learning performance of back propagation algorithm by using adaptive gain together with adaptive momentum and adaptive learning rate on classification problems.
Hamid, N.A., N.M. Nawi, R. Ghazali and M.N.M. Salleh,
Int. J. Software Eng. Appl., | Journal Article
Self Nazri Mohd Nawi
2011
Noise-induced hearing loss prediction in malaysian industrial workers using gradient descent with adaptive momentum algorithm.
Nawi, N.M., M.Z. Rehman and M.I. Ghazali,
Int. Rev. Comput. Software, | Journal Article
Self Nazri Mohd Nawi
2011
BPGD-AG: A new improvement of back-propagation neural network learning algorithms with adaptive gain.
Nawi, N.M., R.S. Ransing and N.A. Hamid,
Accepted J. Sci. Technol. UTHM, | Journal Article
Self Nazri Mohd Nawi
2010
Dynamic ridge polynomial neural network with a real time recurrent learning algorithm: Forecasting the S and P 500.
Ghazali, R., N.M. Nawi and M.N. Mohd Salleh,
Int. J. Biomed. Soft Comput. Human Sci., | Journal Article
Self Nazri Mohd Nawi
2010
An approach to improve back-propagation algorithm by using adaptive gain.
Nawi, N.M., R. Ghazali and M.N. Mohd Salleh,
Int. J. Biomed. Soft Comput. Human Sci., | Journal Article
Self Nazri Mohd Nawi
2010
Non-stationary and stationary prediction of financial time series using dynamic ridge polynomial neural network.
Ghazali, R., A.J. Hussain, N. Mohd Nawi and B. Mohamad,
Neurocomputing, | Journal Article
10.1016/j.neucom.2008.12.005
Self Nazri Mohd Nawi
2009
Forecasting the UK/EU and JP/UK trading signals using polynomials neural networks.
Ghazali, R., N.M. Nawi and M.Z.M. Salikon,
Int. J. Comput. Inf. Syst. Ind. Manage. Appl., | Journal Article
Self Nazri Mohd Nawi
2009
An improved conjugate gradient based learning algorithm for back propagation neural networks.
Nawi, N.M., R.S. Ransing and M.R. Ransing,
Int. J. Comput. Intell., | Journal Article
Self Nazri Mohd Nawi
2007