List of Postgraduate Students

Supervisor	Student	Level	Research Title
Assoc. Prof. Dr. Md. Nasir Bin Sulaiman	Siti Mariyam Shamsuddin	PhD	Higher Order Centralized Scale-invariants for Unconstrained Isolated Handwritten Digits
	Azuraliza Abu Bakar	PhD	Data Mining Classification Using Rough Set and Integer Programming
	Omar A. A. Shiba	PhD	Case Slicing technique for feature extraction
	Norwati Mustapha	PhD	Frequent lexicographic algorithm for mining association rules
	Qasem Ahmad Al-Raideh	PhD	Decomposition technique on large data file
	Walid Saeed Abdoh Al-Shargabi	PhD	Twofold integer programming model for improving rough set classification accuracy in data mining
	Ungku Azmi Iskandar Ungku Chulan	PhD	Connector-based extraction with concept relational parserfor extracting semantic relation from text
	Aida Mustapha	PhD	Classfication-and-ranking architecture based on intentions for response generation systems
	Azizah Suliman	PhD	Handwritten digit recognition
	Yahya Mohammed Almurtadha	PhD	Mining and web navigation for anonymous used based recommender
	Shahin Akbar Poor	PhD	Arabic Handwritten recognition
	Sherif Abdulbari Ali	PhD	K-Means and Decision Tree for classification and ranking in dialogue system
	Reza Ghaemi	PhD	Clustering ensembles techniques
	Perumal Vijaya Prasad	PhD	Partial tumb recognition system
	Mohamad Hussin	PhD	Data mining and visualization using
	Shahnita Binti Shaharin	PhD	Agent Technology in Supporting Teaching and Learning at Higher Learning Institution
	Sazly Bin Anuar	PhD	Scratchpad Memory Management for Real-Time Embedded Systems
	Normadiah Binti Mahiddin	PhD	Intelligent Peri-Operative Decision Support System (iPoDSS) for Coronary Artery Disease Patients
	Lim Siew Mooi	PhD	A computational method for docking small molecules to protein
	Nur Izura Udzir	Master	Retrieval system using Neural Network model
	Razali Bin Yaakob	Master	Multi-aras rangkaian neural untuk pencaman warna
	Fahrul Hakim Bin Ayob	Master	Sistem penjadualan waktu kuliah fakulti di university menggunakan teknik algoritma genetic
	Tsan Ken Yim	Master	An Improvement on Extended Kalman Filter for Neural Network Training
	Yahya Mohammed Almurtadha	Master	Improved reinforcement-based profile learning for document filtering
	Sazly Anuar	Master	A Malay language-based visual programming environment for PDA
	Ng Sok Choo	Master	Machine learning approach for optimizing negotiation Agents
	Tang En Lai	Master	Neural network preference learning approaches for improving agent-based meeting scheduling problems
	Ghazali Shafie	Master	Association Mining on Academic Performance
	Sahar Ebadi	Master	Multi-Negotiation Agents
Dr.Norwati Mustapha	Idi Fulayi	Master	Building A French Stemmer Using A Dictionary Of French Root Words
	Roya Asadi	Master	Preprocessing and Pretraining of Multilayer Feed Forward Neural Network
	Ong Huey Fang	Master	An Integrative Association Analysis for Gene Selection in Microarray Classification
	Ikmal Hisham Mohd Paris		Mining Computer Science Students Academic Results Performance Indicator
	Ziti Fariha Mohd Apandi		Discovering Recurrent Events in Video Databases
	Wan Rusila Wan Zulkifeli		Outliers in Web Mining
	Nasirah Abu Samah		Spam Detecting in Web Structure
	Ghazali Shafie		Subject Recommendation/Prediction using data mining
	Wong Pei Voon		Personalization in Folksonomies based on Resource-users graph and Pagerank with collaborative intelligence
	Nor Azura Husin	PhD	A Hybrid Model using Genetic Algorithm and Neural Network for Predicting of Dengue Outbreak
	Amir Modarresi	PhD	Peer Selection in Ontology-Based Peer-to-Peer Model
	Mehrdad Jalali	PhD	WEBPUM: A Web based Recommendation System to Predict User Movement Through Web Usage Mining
	Mohammad Hossein Nadimi Shahraki	PhD	Prime-based method for interactive mining of frequent patterns
	Tareef Kamil Mustafa	PhD	Stylometry/Authorship attribution
	AbdulRidha H. Abass	PhD	Intrusion Detection System
	Madjid Khalilian	PhD	Concept Drift in Data Stream
Dr. Rabiah Abdul Kadir	Abdul Rahman Ali Ali Al-Maweri	PhD	An Expert System for Monitoring Hemodynamic Data in CICU
	Behrouz  hokaraiean	PhD	Biomedical Knowledge Discovery
	Hafiz Musa	Master	Text-to Speech Malay Syllable using Concatenative Speech Synthesizer
Dr. RAZALI BIN YAAKOB	Imas Sukaesih  Sitanggang	PhD	Modeling Peatland Fires Risk using Spatial Decision Tree
	Erzam Marlisah	PhD	Evolutionary Neural Network with Reinforcement Learning Framework Using Q-Learning Algorithm for Flexible Protein Docking
	Mohsen Joozdani	Master	Web Security