Shuhaida Ismail

A hybrid model of self-organizing maps (SOM) and least square support vector machine (LSSVM) for time-series forecasting

Shuhaida Ismail, Ani Shabri, Ruhaidah Samsudin · Expert Systems with Applications · 2011 · 131 citations

Intelligent Forecasting, Forecasting Methodology, Support Vector Machine +8

Machine learning approach for flood risks prediction

Nazim Razali, Shuhaida Ismail, Aida Mustapha · IAES International Journal of Artificial Intelligence · 2020 · 51 citations · Full text

Engineering, Flood Control, Disaster Detection +20

A hybrid model of self organizing maps and least square support vector machine for river flow forecasting

Shuhaida Ismail, Ani Shabri, R. Samsudin · Hydrology and earth system sciences · 2012 · 43 citations · Full text

Intelligent Forecasting, Individual Lssvm, Forecasting Methodology +14

Behavioural features for mushroom classification

Shuhaida Ismail, Amy Rosshaida Zainal, Aida Mustapha · 2018 · 42 citations

Engineering, Machine Learning, Object Categorization +17

Predictive Modelling of Statistical Downscaling Based on Hybrid Machine Learning Model for Daily Rainfall in East-Coast Peninsular Malaysia

Nurul Ainina Filza Sulaiman, Shazlyn Milleana Shaharudin, Shuhaida Ismail et al. · Symmetry · 2022 · 33 citations · Full text

Predictive Modelling, Hydrological Prediction, Statistical Downscaling +30