POST GRADUATE STUDENT

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1 POST GRADUATE STUDENT DOCTOR OF PHILOSOPHY IN INFORMATION TECHNOLOGY (PIT) NO. NAME MAIN SUPERVISOR / CO-SUPERVISOR RESEARCH AREA RESEARCH TITLE PHOTO 1 MOHD ISA BIN AWANG Prof. Dr. Mustafa Mat Deris Data Mining Soft Set Based Approach for Categorical Data Clustering 2 SHAMSUL KAMAL BIN AHMAD KHALID Prof. Dr. Mustafa Mat Deris / Dr. Kamaruddin Malik Mohamad Reverse Engineering : From XML to UML For Generating of Requirement Specification Document Changes 3 HANNANI BINTI AMAN Prof. Dr. Rosziati Ibrahim Engineering Reverse Engineering : From XML to UML For Generating of Requirement Specification Document Changes 4 NORLIDA BINTI HASSAN Assoc. Prof. Dr. Rozaida Ghazali A Hybrid of Adaptive Neuro-Fuzzy Inference (ANFIS) with Swarm Intelligence (SI) for Classification 5 MOHD NORASRI BIN ISMAIL Prof. Dr. Rosziati Ibrahim / Assoc. Prof. Ts. Dr. Mohd Farhan Md. Fudzee Multimedia Computing A Multi-Objectives Video Adaptation Decision Taking Engine for Optimizing Device Energy Consumption 6 MUNIRAH BINTI MOHD YUSOF Assoc. Prof. Dr. Noorhaniza Wahid Artificial Intelligence A Hybrid Technique of Case Based Reasoning and Bat Algorithm for Medical Data Classification 7 NOOR AIDA BINTI HUSAINI Assoc. Prof. Dr. Rozaida Ghazali / Dr. Nureize Arbaiy An Efficient Cuckoo Search Algorithm Using MCMC Random Walk 8 NORHAMREEZA BINTI ABDUL HAMID Assoc. Prof. Dr. Nazri Mohd Nawi / Ts. Dr. Azizul Azhar Ramli An Improvement of Back Propagation Algorithm using Halley Optimisation Mehod For Classification Problems 9 ROZLINI BINTI MOHAMED Assoc. Prof. Dr. Noorhaniza Wahid Data Mining A Hybrid BAT Algorithm with k-nearest Neighbor for Classification of High Dimensional Problems 10 OMOTUNDE HABEEB OLADAPO Prof. Dr. Rosziati Ibrahim Moth : A Hybrid Threat Modeling Approach to Testing 11 MOHD ZAKI BIN MOHD SALIKON Dr. Nureize Arbaiy / Prof. Dr. Mustafa Mat Deris Regression Analysis & Fuzzy Random Regression Improved Confidence Interval of Fuzzy Random Regression Model Based on Spread of TFN and Data Size 12 HAZALILA BINTI KAMALUDIN RFID Data Management Enhancing RFID Data Quality and Reliability 13 WAREESA SHARIF Dr. Noor Azah Samsudin / Prof. Dr. Mustafa Mat Deris Data mining Extended Feature Selection and Classification Techniques to Improve the Document Classification by using Relative Discriminative Criterion, Normalized Relative Discriminative Criterion & Multinomial Naïve Bayes

2 14 DEDEN WITARSYAH Md. Fudzee / Dr. Mohamad Aizi Salamat An Analysis of An Extended E-Government Technology Services Adoption Model using Strutural Equation Adoption & Data Model and Maximum Atribute Relative Mining 15 RD ROHMAT SAEDUDIN Assoc. Prof. Dr. Shahreen Kasim /Assoc. Prof. Dr. Hairunizam / Assoc. Prof. Ts. Dr. Mohd Farhan Md. Fudzee A Relative Tolerance Relation of Rough Set for Data Prediction Students Performance Classification in Incomplete and Data Mining s 16 DEDE ROHIDIN Dr. Noor Azah Samsudin Text Mining New Metod for Text Classification Based on Hybrid Fuzzy Soft Set & Association Rules 17 RABEI RAAD ALI AL JAWRY Dr. Kamaruddin Malik Mohamad Digital Forensic Improving reassembly of fragmented JPEG images in scan area 18 WADDAH WAHEEB HASSAN SAEED Assoc. Prof. Dr. Rozaida Ghazali computer science_time series neural network Ridge Polynomial with Error Feedback for time Series Forecasting 19 MARIAM BINTI ABDUL HAMID Prof. Dr. Mustafa Mat Deris soft computing A New Approach Based on The Optimazation Technique and Weightage Forecasting In Fuzzy Time Series 20 MUHAMMAD FAHEEM MUSHTAQ Assoc. Prof. Dr. Sapi'ee Jamel Key Schedule Algorithm based on Coordinate Geometry of a Hybride Cube 21 ASHIKIN BINTI ALI Dr. Norhalina Senan, Classification An Improved Algorithm for Violence Video Classification using Convolutional Neural Networks 22 KASHIF HUSSAIN TALPUR Assoc. Prof. Dr. Mohd Najib Mohd Salleh Metaheuristics An Integration Framework to Map Dataset with Suitable Metaheuristic For Solving Classification Problems 23 SYARIZUL AMRI BIN MOHD DZULKIFLI Assoc. Prof. Dr. Mohd Najib Mohd Salleh machine learning Modified Weighted Support Vector Machines (WSVM)Boosting Algorithm for Miscalssified Data 24 MAZNIHA BINTI BERAHIM Dr. Noor Azah Samsudin / Assoc. Prof. Dr. Aida Mustapha Image Classification Group-Based Image Analysis to Improve Labelling Accuracy in Image Classification Problem 25 SITI SALWANI BINTI YAACOB RFID An Improved Kalman Filter Algorithm to Enhance Complex Event Processing in RFID 26 SEAH CHOON SEN Assoc. Prof. Dr. Shahreen Kasim / Md. Fudzee Data Mining & Bioinformatic An Improved Directed Random Walk Algorithm to Identify Cancerous Genes in Cancer Classification by Gene Expression Data sets 27 MUHAMMAD AAMIR Assoc. Prof. Dr. Nazri Mohd Nawi / Big Data Analysis Drug Addiciton Analysis in Malaysia using Arqurmentative Reasoning

3 28 SAIFUL BAHARI BIN MOHD SABTU Dr. Kamaruddin Malik Mohamad Critical National Infrastructure (CNII) Protection Profile Development Using A Graph Model 29 MUHAMAD HANIF BIN JOFRI Md. Fudzee / Assoc. Prof. Dr. Shahreen Kasim multimedia Exploration of Quality of Experience (QoE) for (profiler- content Power Efficiency on Mobile Video Streaming Via adaption) Hybrid Profiling 30 IBRAHIM UMAR KONTAGORA Dr. Isredza Rahmi Abd. Hamid data mining An Enhanced Concept Based Approach For User Centered Health Retrieval To Improve Cancer Diseases Awareness. 31 ANDI MASLAN Dr. Kamaruddin Malik Mohamad An Improved DDOS Detection Using Hybrid N- Gram Heuristic Techniques 32 MURAHARTAWATY Prof. Dr. Mustafa Mat Deris big data Understanding Customer Needs with Sentiment Analysis and Kano Models for product Improvement 33 JANUARDI NASIR Ts. Dr. Azizul Azhar Ramli / Assoc. Prof. Dr. Shahreen Kasim Fuzzy, Evolutionary A New Hybrid Evolutionary Algorithm with Multi Criteria Research Making For Plant Forecasting using Fuzzy Inference 34 DANLAMI MUKTAR Assoc. Prof. Dr. Sapi'ee Jamel / Dr. Sofia Najwa Ramli access control Feature Extraction for Iris Recognition 35 FAZLI WAHID Assoc. Prof. Dr. Rozaida Ghazali Swarm Intelligence An improved hybrid firefly algorithm based on genetic algorithm and pattern search for solving optimization problems 36 ASIM SHAHZAD s Spam Detection in Search Engine Optimization Technique using s 37 ARIFULLAH Prof. Dr. Mustafa Mat Deris deep neural network The Implementation of page ranking using neural inspire genetic algorithm 38 SUNDAS FAISAL Prof. Dr. Mustafa Mat Deris Text Mining Framework To Develop Ontology For supporting Text-Mining And Knowledge Discovery In The Biological Domain 39 CHIENG HOCK HUNG Assoc. Prof. Dr. Noorhaniza Wahid / Dr. Ong Pauline Deep learning, image Vision-Based Guitar Chord Recognition Through processing, computer Guitarist Fingering Features Detection Using vision, multimedia. Convolution 40 ADEEL TARIQ Dr. Norhalina Senan conventional neural network Recurrent Fucntional Link for the Time Series Prediction 41 UMAR FAROOQ KHATTAK Assoc. Prof. Dr. Aida Mustapa / Dr. Mohd Zainuri Saringat software engineering Regression Testing Selection & Prioritization Based on program Change with Inheritance

4 42 RAHMAT HIDAYAT Ts. Dr. Azizul Azhar Ramli / Assoc. Prof. Ts. Dr. Mohd Farhan Md. Fudzee information technology web usage mining The Algorithm of Web usage Mining Classification in Improving Session Similarity Based Framework for Measuring Web user Concern 43 MUHAMMAD ZULQARNAIN Assoc. Prof. Dr. Rozaida Ghazali / Dr. Yana Mazwin Mohmad Hassim neural network An Improved Deep Learning for Pattern Recognition 44 RASYIDAH Dr. Riswan Efendi Data Mining Mining Changes in Customer Purchasing Behavior Adoption Model Based on Structural Equation Model and Maximum Attribute Relative 45 EBRAHIM QASEM SALEH AL- WAJIH Assoc. Prof. Dr. Rozaida Ghazali soft computing Bilingual Handwriting Recognition Using Soft Computing Techniques 46 HAMIJAH BINTI MOHD RAHMAN Dr. Nureize Arbaiy / Dr. Chuah Chai Wen / Dr. Riswan Efendi Fuzzy Time Series Fuzzy Random Auto Regression for Financial Prediction 47 SITI FAIRUZ NURR BINTI SADIKAN Ts. Dr. Azizul Azhar Ramli An Integrated Continuous Online Learner Verification Framework Using Fuzzy Neural Network 48 MIRZA JAMAL AHMED Dr. Nurul Azma Abdullah Cloud forensic Design of Forensic Analysis Framework for Cloud Pertaining to Enterprise 49 ABDUSSALAM A.ALASHHAB Dr. Kamaruddin Malik Mohamad Verification Tool for OpenFlow Interface in Defined Networking Architecture 50 YULINDON Dr. Noor Azah Samsudin Optimizing algorithm in antenna design and its application A New Optimization Approach to Design E-Shape Antenna for 5G Wireless Communication. 51 MUSTAFA HAMID HASSAN Assoc. Prof. Dr. Aida Mustapha Multi-Agent A Collaborative Multi-Agent Risk Assessment Model For Global Situation awareness of Dynamic and Distributed Problem 52 KARRAR HAMEED ABDULKAREEM AL-ARIDHEE Dr. Nureize Arbaiy Multi Objective Analysis Evaluation and Benchmarking for Image Dehazing based on Multi Objective Analysis 53 MOHAMMED AHMED JUBAIR Assoc. Prof. Dr. Aida Mustapha Multi Agent Formulating Multi-agent Case-based Reasoning for Automated Assessments of Requirements Specification Quality 54 GOHAR RAHMAN Dr. Chuah Chai Wen Framework For Big Data In Cloud Computing 55 NUHU YUSUF Dr. Mohd Amin Mohd Yunus / Dr. Norfaradilla Wahid Retrieval Enhanced Query Expansion Through Latent Semantic Analysis to Improve Relevant Judgement

5 56 SHIHAB HAMAD KHALEEFAH Assoc. Prof. Dr. Aida Mustapa Multi Agent A Collaborative Multi-agent Feature Extraction Model for Authentication of Scanned paper Images 57 NORHANIM BINTI SELAMAT Prof. Dr. Rosziati Ibrahim Engineering Consistency Check For Data Flow Diagrams (DFDs) In Structured Approach 58 MUHAMMED E.ABDALKHALEC THARWAT Md. Fudzee / Assoc. Prof. Dr. Shahreen Kasim E-Learning Service Level Agreement Based On Recommendation Approach To Enhance The Trust-Aware In An E-Learning. 59 MUHAMMAD YASEEN Assoc. Prof. Dr. Aida Mustapha Requirement Requirements Prioritization 60 MUHAMMAD REHAN Dr. Chuah Chai Wen A Hybrid Scheme to Enhance in Ad Hoc Wireless Network using DNA Stagenography 61 ABDUL HALIM BIN OMAR / Assoc. Prof. Dr. Nazri Mohd Nawi Clustering A Study On Conceptual Relationship And Dimensionality Reduction For Text Document Clustering 62 SASA ANI ARNOMO Dr. Noraini Ibrahim Engineering Improvement of test case generation for performance multitasking mobile using benchmark log approach 63 MUHAMMAD GHULAM GHOUSE Assoc. Prof. Dr. Sapi'ee Jamel Hybrid Cyrptography to Enhance in Adhac Wireless Networking 64 AZIZAN BIN ISMAIL Assoc. Prof. Dr. Aida Mustapha Text Mining Design of Evaluation Procedures of Letter-based Technique Steganography in Text Domain 65 MOHD NOOR HAFIZ BIN ZAKARIA Mohd Fudzee /Ts. Dr. Azizul Azhar Ramli E-Learning Student Stream Recommendation Framework Based On Educational Data 66 TARA OTHMAN QADIR Assoc. Prof. Dr. Sapi'ee Jamel Indoor Navigation Support for the Blind Person 67 HASANAIN HAYDER RAZZAQ Assoc. Prof. Dr. Rozaida Ghazali/Dr. Loay E. George An improved deep learning neural network of embryo health classification 68 HAITHAM QUTAIBA GHADHBAN Dr. Muhaini Othman Improve prediction in Vehicular Ad-hoc Network (VANET) 69 MAQSOOD AHMAD Assoc. Prof. Dr. Noorhaniza Wahid Data Mining, Text Mining Prognosis Of Depression Using Multi Text Features And Ensemble Learning

6 An Ontology-Based For Arabic Restricted Domain 70 MUSTEFA TALAL SHEKER Dr. Noryusliza Abdullah Web Technology Question Answering 71 ALI SAMAD YOUSIF JALIL AWREED Dr. Isredza Rahmi Abd. Hamid Scheduling approach in load balancing to enhance QOS in SDN 73 NURUL ASHIKIN BINTI SAMAT Assoc. Prof. Dr. Mohd Najb Mohd Salleh / Dr. Mohd Amin Mohd Yunus An Improved Convolutional for Sentiment Analysis on Social Media Data 74 MOHAMED JAFAR SADIK Dr. Noor Azah Samsudin machine learning Stress and Emotion Recognition in Natural Speech 75 AMIRUDIN SYARIF Dr. Mohamad Aizi Salamat ADELEKE ABDULLAHI OYEKUNLE Dr. Noor Azah Samsudin Artificial Intelligence/Mac hine Learning An Improved Group Based Classification Technique For Multiview Labelling of Holy Quran Verses 77 ABDULAZIZ AHMED THAWABA Ts. Dr.Azizul Azhar Ramli software engineering PM-ISDP To Support Management Decision To Decrease Failure Factors In Development Processes Of Critical s 78 RUSMIN SYAFARI Dr. Mohamad Aizi Salamat - - update on