Supervision

2022

• Speech sound disorder and deep learning (Main Supervisor)

2020

• Multi Agent (Main supervisor)

2018

• Agent Navigation via Harmonic Potentials with Iterative Methods on GPU (Co-supervisor)

2017

• Recognizing Human Basic Need for Stroke Patient with ANFIS Classifier, Co-Supervisor - term ended due to change university

2014

• A Hybrid Bio-Inspired Algorithm for Rule Mining, Co-Supervisor - term ended due to change university

2014

• Md. Rajib Hasan: Ensemble Decision Tree Method using Decorate to Improve Classification Accuracy for Selected Medical Data (COMPLETED)

2015

• Fidaa A. M. Jarghon: Network Problems Detection and Classification by Analyzing Syslog Data (COMPLETED)

2020

• Julius: Plant Leaf Recognition in Android App

2019

• Mohd. Yeozree Izwan Jemil: MACHINE TRANSLATION USING RECURRENT NEURAL NETWORK (RNN) FOR MALAY-KADAZANDUSUN

2016

• Fairuz b. Addnan: COMBINING RESAMPLING TECHNIQUE AND ENSEMBLE CLASSIFIER FOR IMBALANCED MULTICLASS LEARNING

• Mohamed. A.M. Lammasha: FEATURE SELECTION FOR IMBALANCED MULTICLASS DATA LEARNING

2015

• Salem Ahmed A. Faiz: Mobile Application for Malaysian Medicinal Leaf Images

2014

• Taqiyah Khadijah binti Ghazali: Malaysian Medicinal Plant Leaf Images Identification and Classification

2006

• Airuddin Ahmad: Agriculture Database: Image Content Attributes Storage and Retrieval Design for Paddy Insect

• Mokhtar Massoud Kerwad: Rough Set Rules Extraction for Student Programming Skills

2005

• Mohammed Ali Ibrahim Eltaher: Expert System Shell as an Education Tool

• Wan Hazimah Wan Ismail: Conference Document Classification

2004

• Azizul: Web Log Mining

2003

• Muziah Muhammad: Product Recommendation using Apriori Algorithm for e-Groceries

• The Application of Machine Learning in Ringgit Exchange Rate Forecasting

• Nor Fadilah Tahar: Association Rule Mining using Market Basket Analysis

• Chuah Min Hooi: Expert System Shell Prototype in Prolog