Research Output per year

## Personal profile

### URL

http://science.utm.my/

## Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

- 1 Similar Profiles

Support vector machines
Engineering & Materials Science

distribution
Earth & Environmental Sciences

Time series
Engineering & Materials Science

Model
Mathematics

Forecasting
Mathematics

Decomposition
Engineering & Materials Science

method
Earth & Environmental Sciences

Moment
Mathematics

##
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.

## Research Output 2006 2017

## A Wavelet Support Vector Machine Combination Model for Singapore Tourist Arrival to Malaysia

Rafidah, A., Shabri, A., Nurulhuda, A. & Suhaila, Y. 14 Aug 2017 In : IOP Conference Series: Materials Science and Engineering. 226, 1, 012077Research output: Research - peer-review › Article

Support vector machines

Wavelet analysis

Time series

## Combination model of empirical mode decomposition and SVM for river flow forecasting

Ismail, S. & Shabri, A. 27 Apr 2017*4th International Conference on Mathematical Sciences - Mathematical Sciences: Championing the Way in a Problem Based and Data Driven Society, ICMS 2016.*American Institute of Physics Inc., Vol. 1830, 080005

Research output: Research › Conference contribution

forecasting

rivers

decomposition

water resources

root-mean-square errors

## Comparison between MEMD-LSSVM AND MEMD-ARIMA in forecasting exchange rate

Rashid, N. I. A., Shabri, A. & Samsudin, R. 31 Jan 2017 In : Journal of Theoretical and Applied Information Technology. 95, 2, p. 328-339 12 p.Research output: Research - peer-review › Article

Least Squares Support Vector Machine

Moving Average

Exchange rate

Forecasting

Decompose

## Forecasting crude oil prices using discrete wavelet transform with autoregressive integrated moving average and Least Square Support Vector Machine combination approach

Md-Khair, N. Q. N., Samsudin, R. & Shabri, A. 2017 In : International Journal on Advanced Science, Engineering and Information Technology. 7, 4-2 Special Issue, p. 1553-1561 9 p.Research output: Research - peer-review › Article

least squares

oils

wavelet

support vector machines

Wavelet Analysis

## Forecasting of monthly marine fish landings using artificial neural network

Nasir, N., Samsudin, R. & Shabri, A. 2017 In : International Journal of Advances in Soft Computing and its Applications. 9, 2, p. 75-89 15 p.Research output: Research - peer-review › Article

Landing

Fish

Neural networks

Fisheries

Processing