Staff Profile

Full NamePROF. MADYA Dr. AIDA BINTI MUSTAPHA
FacultyFAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT
DepartmentJABATAN KEJURUTERAAN PERISIAN
Email
Designation DS54 - PROFESOR MADYA
  TIMBALAN PENGARAH (PENGURUSAN GERAN PENYELIDIKAN)
PEJABAT AM
PUSAT PENGURUSAN PENYELIDIKAN

Field of Expertise

Field Category (KPT) INFORMATION, COMPUTER AND COMMUNICATIONS TECHNOLOGY (ICT)
Field (KPT) Artificial Intelligence
Field of Specialization (KPT) Natural Language Programming

Areas of Research Interest

1. Stylometry
2. Soft Computing

Innovation Field of Interest

1. Spoken Dialogue Systems

Academic Qualification

YearQualificationInstitution
2008 DOKTOR FALSAFAH ARTIFICIAL INTELLIGENCE UNIVERSITI PUTRA MALAYSIA
2004 SARJANA ARTIFICIAL INTELLIGENCE UNIVERSITI KEBANGSAAN MALAYSIA
1998 SARJANA MUDA SAINS (KOMPUTER) MICHIGAN TECHNOLOGICAL UNIVERSITI
1993 SC/MCE/SPM/SPVM MAKTAB RENDAH SAINS MARA JASIN

Professional Appointments

DS54 - Profesor Madya

Management Experience

DateDescription
01/11/2017 - 31/10/2019 Timbalan Pengarah (Pengurusan Geran Penyelidikan)
Pusat Pengurusan Penyelidikan
01/11/2015 - 31/10/2017 Timbalan Pengarah (Pengurusan Geran Penyelidikan)
Pusat Pengurusan Penyelidikan

Professional Societies

YearDescriptionRoleLevel
21/03/2018 - 31/12/2018 Institute of Electrical and Electronics Engineers (IEEE)
Member Antarabangsa
11/09/2014 - 31/12/9999 International Association of Engineers (IAENG)
AHLI Antarabangsa
01/05/2017 - 31/05/2018 International Association of Counselors and Therapists
Ahli Antarabangsa
29/08/2014 - 31/12/9999 International Association Of Computer Science & Information Technology (IACSIT)
AHLI Antarabangsa
01/01/2015 - 31/12/2015 Association for Computing Machinery (ACM)
Professional Member Antarabangsa

Teaching Experience

YearDescriptionLevel
2016 Pengaturcaraan Java [BIT33803], Sesi 20152016 Semester 2, Universiti Tun Hussein Onn Malaysia, 2016 University
2016 Data Mining [BIT33603], Sesi 20162017 Semester 1, Universiti Tun Hussein Onn Malaysia, 2016 University
2015 Pengaturcaraan Objek [BIC20904], Sesi 20152016 Semester 1, Universiti Tun Hussein Onn Malaysia, 2015 University
2015 Pengaturcaraan Java [BIT33803], Sesi 20152016 Semester 2, Universiti Tun Hussein Onn Malaysia, 2015 University
2014 Metodologi Penyelidikan [BIT33403], Sesi 20142015 Semester 1, Universiti Tun Hussein Onn Malaysia, 2014 University
2014 Pengaturcaraan Java [BIT33803], Sesi 20142015 Semester 1, Universiti Tun Hussein Onn Malaysia, 2014 University
2014 Keusahawanan Siber [BIT10503], Sesi 20142015 Semester 2, Universiti Tun Hussein Onn Malaysia, 2014 University
2014 Keusahawanan Siber [BIT10503], Sesi 20132014 Semester 3, Universiti Tun Hussein Onn Malaysia, 2014 University

Research Grants And Contracts

CodeTitleDesignationEnd Date
H508 Program : Characterization of Crystallized Sugar in Raw Stingless Bee Honey Projek : The Modelling and Forecasting of Raw Stingless Bee Honey Shelf-Life using Artificial Neural Network Ahli 30/06/2021
H367 A DYNAMIC BAYESIAN MODEL FOR PREDICTING FOOTBALL MATCHES BASED ON TEMPORAL DATA Ketua 30/04/2021
K082 THE EFFECT OF HYDROLOGICAL ESTIMATION USING MACHINE LEARNING APPROACHES FOR WATER MANAGEMENT SYSTEM Ahli 31/12/2020
H101 A Framework for Countering Measurement of Cyberbullying using Grounded Theory Method: A Malaysian Perspective Ahli 30/06/2020
U926 An Enhanced Technique for Malay Language Speech Recognition Based on Different Ethnic Speakers Ahli 29/02/2020
G011 SUSTAINABLE PLATFORM CONTROLLER FOR STEP-COMPLIANT OPEN CNC SYSTEM Ahli 14/02/2020
H335 Improved NFZ-WDA Model for Translation-based Steganography using Stylometric Approach Ketua 31/12/2019
H336 An Improved Synonym Substitution-based Approach with Trigram Dependency Collocations Ketua 31/12/2019
H372 An Agent-based Adaptive Model in Network Application Layer for Distributed Denial of Service and Flash Crowd Flooding Attacks Protection Ketua 31/12/2019
W004 Research Collaboration SMC-Telkom Phase 1 Ahli 31/12/2019
T003 Optimization of the modified membrane towards antifouling mechanism via second order back propagation method (Neural Network) (BPNN) Ahli 30/11/2019
U898 Enhancing Quran Translation in Multilanguage using Indexed Referances with Fuzzy Logic Ahli 30/11/2019
H004 Assessing Research and Innovation Component in Academic Performance Appraisal Ketua 31/10/2019
H379 EVALU8: Judging System for Innovation and Exhibitions Ketua 31/10/2019
U664 Development Of New Modules For Integrating RMS and SMPU Ahli 30/09/2019
U436 Integrated Research Management System Towards Excellence In Managing Research And Innovation For Sustainable Development Ketua 31/08/2019
U891 Design of Evaluation Procedures of Letter-based Technique Steganography in Text Domain Ahli 31/08/2019
U893 A Fuzzy Logic Control of an Automated Elderly Monitoring Multi-agent System Ahli 31/08/2019
U894 Regression Testing of Object-Oriented Software Based On Program Slicing for White Box and Integration Testing Ahli 31/08/2019
D004 A Multi-agent System Approach for Real-world Problem Solving Environment Ketua 15/07/2019
1609 Advanced image analysis approach to improve labeling accuracy in image classification problem Ahli 31/01/2019
1612 Improved Spatio-Temporal Data Modelling with Spiking Neural Network Methods for Environmental Event Prediction. Ahli 31/01/2019
C061 Projek Humanoid Malaysia Ahli 31/12/2018
1557 A New Blind Linguistic Steganalysis Model based on Stylometric Approach for Higher Accuracy in Stego Text Detection Ketua 31/10/2018
B082 Celik Ibadah Ahli 30/09/2018
U129 A Three-Tier Prediction Framework For Football Analystics Based on Bayesian Networks Ketua 30/06/2017
1513 Dynamic bayesian networks for predicting number of goal scored based on player forms Ketua 29/06/2017
U240 Development And Validation Of Assessment Rubrics For Computer Programming Courses Ketua 31/01/2016

Publications

Book
Shahreen Kasim, Aida Mustapha, Hirulnizam Mahdin
(2017) Selected Topics In Information Technology, UTHM , 1, ISBN:9789672110019
Aida Mustapha
(2015) Trusting Norms: A Conceptual Norms Trust Framework For Norms Adoption In Open Normative Multi-Agent Systems, Springer Verlag , 149, ISBN:978 331919637 4
Aida Mustapha, Teh Noranis Mohd. Aris, Sazlinah Hasan
(2009) Java Fundamentals, PRENTICE HALL , 1, ISBN:9789673490530
Book Chapters
Salama A Mostafa, Ahmed Abdulbasit Hazeem, Shihab Hamad Khaleefahand, Aida Mustapha, Rozanawati Darman
(2018) A Collaborative Multi-Agent System For Oil Palm Pests And Diseases Global Situation Awareness, Advances In Intelligent Systems And Computing, Springer , 763, ISBN:9783319690
SALAMA A MOSTAFA, AIDA MUSTAPHA, SHIHAB HAMAD KHALEEFAH, MOHD SHARIFUDDIN AHMAD, MAZIN ABED MOHAMMED
(2018) Evaluating The Performance Of Three Classification Methods In Diagnosis Of Parkinson?S Disease, Recent Advances On Soft Computing And Data Mining , Springer, Cham , 43, ISBN:9783319725505
Syiham Mohd Lokman, Aida Mustapha
(2018) Techniques For Targeted Linguistic Steganalysis: A Review, Data Engineering And Information Security (Series 2), UTHM , 27, ISBN:9789672216582
Nithya Dewi A/P Subramaniam Chetty, Hannani Aman, DR AIDA BINTI MUSTAPHA, DR MOHD AMIN BIN MOHD YUNUS
(2017) Dream Life Matchmaker, Selected Topics In Information Technology, UTHM , 96, ISBN:9789672110019
MUHAMMAD LUQMAN MAHAMAD ZAKARIA; NOOR AZAH SAMSUDIN; ROZLINI MOHAMED, AIDA MUSTAPHA
(2017) Facilitator Management System For Campus Orientation Programme, Selected Topics In Information Technology, UTHM , 73, ISBN:978-967-2110-01-9
Wong Li Teng; Noor Azah Samsudin; Aida Mustapha
(2017) Tailoring Human Resource Management In Home Furnishing Business , Selected Topics In Information Technology, UTHM , 60, ISBN: 9789672110019
Megalah Peraganathan, Hannani Aman, Mohd Amin Mohd Yunus, Aida Mustapha
(2017) Wedding Planner In A Box, Selected Topics In Information Technology , UTHM , 86, ISBN:9789672110019
Salama A. Mostafa, Mohd Sharifuddin Ahmad, Azhana Ahmad, Muthukkaruppan Annamalai, Aida Mustapha
(2014) A Dynamic Measurement Of Agent Autonomy In The Layered Adjustable Autonomy Model, Recent Developments In Computational Collective Intelligence, Springer , 25, ISBN:9783319017860
Salama A Mostafa, Mohd Sharifuddin Ahmad, Azhana Ahmad, Muthukkaruppan Annamalai, Aida Mustapha
(2014) A Dynamic Measurement Of Agent Autonomy In The Layered Adjustable Autonomy Model, Recent Developments In Computational Collective Intelligence, Springer, Cham , 25, ISBN:978-3-319-01787-7
Amir Rajabi Behjat, Aida Mustapha, Hossein Nezamabadi-Pour, Md Nasir Sulaiman, Norwati Mustapha
(2014) A New Binary Particle Swarm Optimization For Feature Subset Selection With Support Vector Machine, Recent Advances On Soft Computing And Data Mining, Springer , 47, ISBN:9783319076911
Salama A. Mostafa, Mohd Sharifuddin Ahmad, Alicia Y.C. Tang, Azhana Ahmad, Muthukkaruppan Annamalai, Aida Mustapha
(2014) Agent Autonomy Adjustment Via Situation Awareness, Intelligent Information And Database Systems, Springer , 443, ISBN:9783319054759
Salama A Mostafa, Mohd Sharifuddin Ahmad, Alicia YC Tang, Azhana Ahmad, Muthukkaruppan Annamalai, Aida Mustapha
(2014) Agent'S Autonomy Adjustment Via Situation Awareness, Intelligent Information And Database Systems, Springer, Cham , 443, ISBN:978-3-319-05476-6
Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Azhana Ahmad, Mohd Zaliman Mohd Yusoff, Aida Mustapha, Nurzeatul Hamimah Abdul Hamid
(2014) An Approach To Norms Assimilation In Normative Multi-Agent Systems, Recent Developments In Computational Collective Intelligence, Springer , 13, ISBN:9783319017860
Aida Mustapha
(2014) Extraction Of Semantic Features From Transaction Dialogues, Information Retrieval Technology, Springer , 348, ISBN:9783319128436
Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Mohd Zaliman Mohd Yusoff, Aida Mustapha
(2014) Norms Assimilation In Heterogeneous Agent Community, Prima 2014: Principles And Practice Of Multi-Agent Systems , Springer , 311, ISBN:9783319131900
Fatimah Sidi, Lilly Suriani Affendey, Hamidah Ibrahim, Nur Izura Udzir, Zaiton Muda, Aida Mustapha, Novia Admodisastro
(2014) What Went Wrong?, A Case Study For Computer Science Application, Universiti Putra Malaysia Press , 47, ISBN:9789673444465
Aida Mustapha, Mohd Sharifuddin Ahmad, Azhana Ahmad
(2013) Conversational Agents As Full-Pledged Bdi Agents For Ambient Intelligence, Ambient Intelligence - Software And Applications, Springer , 221, ISBN:9783319005652
Muhammad Syafiq Mohd Pozi, Aida Mustapha, Anas Daud
(2013) Density Ratio Estimation In Support Vector Machine For Better Generalization: Study On Direct Marketing Prediction, Machine Learning And Data Mining In Pattern Recognition, Springer , 275, ISBN:9783642397110
Amir Rajabi Behjat, Aida Mustapha, Hossein Nezamabadi?pour, Md. Nasir Sulaiman, Norwati Mustapha
(2013) Feature Subset Selection Using Binary Gravitational Search Algorithm For Intrusion Detection System, Lecture Notes In Computer Science , Springer , 377, ISBN:978-364236542-3
Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Azhana Ahmad, Mohd Zaliman M. Yusoff, Aida Mustapha, Nurzeatul Hamimah Abdul Hamid
(2013) Obligation And Prohibition Norms Mining Algorithm For Normative Multi-Agent Systems, Advanced Methods And Technologies For Agent And Multi-Agent Systems, Springer , 115, ISBN:9781614992530
Moamin A. Mahmoud, Aida Mustapha, Mohd Sharifuddin Ahmad, Azhana Ahmad, Mohd Zaliman M. Yusoff, Nurzeatul Hamimah Abdul Hamid
(2013) Potential Norms Detection In Social Agent Societies, Distributed Computing And Artificial Intelligence, Springer , 419, ISBN:9783319005508
Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Azhana Ahmad, Mohd Zaliman Mohd Yusoff, Aida Mustapha
(2012) Norms Detection And Assimilation In Multi-Agent Systems: A Conceptual Approach, Knowledge Technology, Springer , 226, ISBN:9783642328251
Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Azhana Ahmad, Mohd Zaliman Mohd Yusoff, Aida Mustapha
(2012) The Semantics Of Norms Mining In Multi-Agent Systems, Computational Collective Intelligence: Technologies And Applications, Springer , 425, ISBN:978-3-642-34629-3
Rabiah Abdul Kadir, Abdul Rahman Hashim, Rahmita Wirza, Aida Mustapha
(2011) 3d Visualization Of Simple Natural Language Statement Using Semantic Description, Visual Informatics: Sustaining Research And Innovations, UKM , 36, ISBN:9783642251900
Myzatul Akmam Sapaat, Aida Mustapha, Johanna Ahmad, Khadijah Chamili, Rahamirzam Muhamad
(2011) A Classification-Based Graduates Employability Model For Tracer Study By Mohe, Digital Information Processing And Communications, Springer , 277, ISBN:978-3-642-22388-4
Aliza Ahmad, Aida Mustapha, Eliza Dianna Zahadi, Norhayati Masah, Nur Yasmin Yahaya
(2011) Comparison Between Neural Networks Against Decision Tree In Improving Prediction Accuracy For Diabetes Mellitus, Digital Information Processing And Communications, Springer , 537, ISBN:978-364222388-4
Mahmoud Shaker, Hamidah Ibrahim, Aida Mustapha, Lili Nurliyana Abdullah
(2009) A Framework For Extracting Information From Semi-Structured Web Data Sources, Convergence And Hybrid Information Technologies, INTECH OPEN , 61, ISBN:978-953-307-068-1
General Publications
Nik Hisyamudin Muhd Nor, Abdul Rahman Ahmad, Nor Azizi Yusoff, Erween A. Rahim, Aida Mustapha, Mohd Azlis Sani Md Jalil, Kairunesa Isa
(2017) Laporan Teknikal Petunjuk Prestasi Utama Yayasan Pengerang 2018-2022, UTHM , -, ISBN:-
Journal
Mazin Abed Mohammed, Salama A. Mostafa, Omar Ibrahim Obaid, Subhi R. M. Zeebaree, Mohd Khanapi Abd Ghani, Aida Mustapha, Mohd Farhan Md Fudzee, Mohammed Ahmed Jubair, Mustafa Hamid Hassan, Azizan Ismail, Dheyaa Ahmed Ibrahim, Fahad Taha AL-Dhief
(2019) An Anti-Spam Detection Model For Emails Of Multi-Natural Language, JOURNAL OF SOUTHWEST JIAOTONG UNIVERSITY, SOUTHWEST JIAOTONG UNIVERSITY , 6, 1, ISSN:02582724
Salama A. Mostafa, Aida Mustaphaa, Azizul Azhar Ramli, Rozanawati Darman, Subhi R. M. Zeebaree, Mazin Abed Mohammed, Saraswathy Shamini Gunasekaran, Dheyaa Ahmed Ibrahim
(2019) Applying Trajectory Tracking And Positioning Techniques For Real-Time Autonomous Flight Performance Assessment Of Uav Systems, JOURNAL OF SOUTHWEST JIAOTONG UNIVERSITY, SOUTHWEST JIAOTONG UNIVERSITY , 6, 1, ISSN:02582724
Bashar Ahmed Khalaf, Salama A Mostafa, Aida Mustapha, Mazin Abed Mohammed, Wafaa Mustafa Abduallah
(2019) Comprehensive Review Of Artificial Intelligence And Statistical Approaches In Distributed Denial Of Service Attack And Defense Methods, IEEE ACCESS, IEEE , 4, 51691, ISSN:21693536
Salama A.Mostafa, Aida Mustapha, Mazin Abed Mohammed, Raed Ibraheem Hamed, N.Arunkumard, MohdKhanapi Abd Ghanie, Mustafa Musa Jaber, Shihab Hamad Khaleefah
(2019) Examining Multiple Feature Evaluation And Classification Methods For Improving The Diagnosis Of Parkinson?S Disease, COGNITIVE SYSTEMS RESEARCH, Elsevier , 5, 1, ISSN:13890417
Roshidi Din, Raihan Sabirah Sabri, Aida Mustapha, Sunariya Utama
(2018) A Comparative Review On Data Hiding Schemes, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, UAD Insitute of Scientific Publication and Press , 8, 768, ISSN:25024752
Salama A. Mostafa, Aida Mustapha, Mazin Abed Mohammed, Mohd Sharifuddin Ahmad, Moamin A. Mahmoud
(2018) A Fuzzy Logic Control In Adjustable Autonomy Of A Multi-Agent System For An Automated Elderly Movement Monitoring Application , INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, Elsevier , 2, 173, ISSN:13865056
Mustafa Hamid Hassan, Salama A. Mostafa, Avon Budiyono, Aida Mustapha, Saraswathy Shamini Gunasekaran
(2018) A Hybrid Algorithm For Improving The Quality Of Service In Manet, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY, Indonesian Society for Knowledge and Human Development , 8, 1218, ISSN:20885334
Alicia Tang, F Azman, Azhana Ahmad, Shahrinaz Ismail, Aida Mustapha
(2018) A Multi-Agent Precaution-Detection-Action (Pda) Framework For Fall Detection At Geriatric Centers, JOURNAL OF FUNDAMENTAL AND APPLIED SCIENCES, University of El Oued , 5, 2727, ISSN:11129867
Maisaarah Abd Halim, Cik Feresa Mohd Foozy, Isredza Rahmi, Aida Mustapha
(2018) A Review Of Live Survey Application: Surveymonkey And Surveygizmo, JOIV: INTERNATIONAL JOURNAL ON INFORMATICS VISUALIZATION, Information Technology Department Politeknik Negeri Padang, Indonesia , 9, 1, ISSN:25499904
Siti Norussaadah Mohd Salleh, Roshidi Din, Nur Haryani Zakaria, Aida Mustapha
(2018) A Review On Structured Scheme Representation On Data Security Application, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, UAD Insitute of Scientific Publication and Press , 8, 733, ISSN:25024752
Salama A Mostafa, Aida Mustapha, Ahmed Abdulbasit Hazeem, Shihab Hamad Khaleefah, Mazin Abed Mohammed
(2018) An Agent-Based Inference Engine For Efficient And Reliable Automated Car Failure Diagnosis Assistance, IEEE ACCESS, IEEE , 2, 8322, ISSN:21693536
Fawwaz Zamir Mansor, Aida Mustapha, Roshidi Din, Azizi Abas, Sunariya Utama
(2018) An Antonym Substitution-Based Model On Linguistic Steganography Method, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, Institute of Advanced Engineering and Science , 10, 225, ISSN:25024752
Raihan Sabirah Sabri, Roshidi Din, Aida Mustapha
(2018) Analysis Review On Performance Metrics For Extraction Schemes In Text Steganography, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, UAD Insitute of Scientific Publication and Press , 8, 761, ISSN:25024752
VINOTHINI KASINATHAN,, IMRAN MEDI, AIDA MUSTAPHA,THOMAS PATRICK O?DANIEL
(2018) Assessing The Impact Of Presentation Mining On Understanding Among Visual Learners, JOURNAL OF ENGINEERING SCIENCE AND TECHNOLOGY, Taylors College , 7, 116, ISSN:18234690
Muhammad Haleq Azhar Abdul Rahman, Aida Mustapha, Rahmat Fauzi, Nazim Razali
(2018) Bayesian Approach To Classification Of Football Match Outcome, INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING, UTHM , 8, 155, ISSN:2229838X
Mohd Zainuri Saringat, Aida Mustapha, Rachmadita Andeswari
(2018) Comparative Analysis Of Mice Protein Expression: Clustering And Classification Approach, INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING, UTHM , 8, 26, ISSN:2229838X
Mohamad Izzuddin Rahman, Noor Azah Samsudin, Aida Mustapha, Adeleke Abdullahi
(2018) Comparative Analysis Of Topic Classification In Juz Al-Baqarah, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, Institute of Advanced Engineering and Science , 10, 406, ISSN:25024752
Anwar Naser Frak, Mohd Zainuri Saringat, Yuli Adam Prasetyo, Aida Mustapha, Hannani Aman, Noraini Ibrahim
(2018) Comparison Study Of Sorting Techniques In Static Data Structure, INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING, UTHM , 8, 106, ISSN:2229838X
Adillah Dayana Ahmad Dali, Nurul Aswa Omar, Aida Mustapha
(2018) Data Mining Approach To Herbs Classification, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, Institute of Advanced Engineering and Science (IAES) , 11, 570, ISSN:25024752
Shuhaida Ismail, Ani Shabri, Aida Mustapha, Siraj Mohammed Pandhiani
(2018) Effect Of Dimensionality Reductions Technique In Modelling And Forecasting River Flow, INTERNATIONAL JOURNAL OF ENGINEERING & TECHNOLOGY, Science Publishing Corporation , 11, 573, ISSN:2227524
Roshidi Din, Sunariya Utama, Aida Mustapha
(2018) Evaluation Review On Effectiveness And Security Performances Of Text Steganography Technique, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, UAD Insitute of Scientific Publication and Press , 8, 747, ISSN:25024752
Sara Afiqah Mohd Zailani, Nurul Aswa Omar, Aida Mustapha, Mohd Hisyam Abdul Rahim
(2018) Fasting Ontology In Pillars Of Islam, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, Institute of Advanced Engineering and Science (IAES) , 11, 562, ISSN:25024752
Vinothini Kasinathan, Aida Mustapha, Muhammad Azani Hasibuan, Aida Zamnah Zainal Abidin
(2018) First Discovery: Augmented Reality For Learning Solar Systems, INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING, UTHM , 8, 149, ISSN:2229838X
Palaniappan Shamala, Muruga Chinniah, Cik Feresa Mohd Foozy, Chuah Chai Wen, Aida Mustapha, Rabiah Ahmad
(2018) Information Structure Framework For Isms Planning And Certification: Malaysian Data , INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, Indonesian Journal of Electrical Engineering and Computer Science , 11, 634, ISSN:25024752
Mohd Khanapi Abd Ghani, Salama A Mostafa, Aida Mustapha, Hannani Aman, Mazin Abed Mohamed, Mustafa Musa Jaber
(2018) Investigating Telemedicine Approaches: A 10-Country Comparison, INTERNATIONAL JOURNAL OF ENGINEERING AND TECHNOLOGY (UAE), Science Publishing Corporation , 8, 224, ISSN:2227524X
Mohd Helmy Abd Wahab, Nur Farezan Mohamed Suhaimi, Mohamad Farhan Mohamad Mohsin, Aida Mustapha, Noor Azah Samsudin, Radzi Ambar
(2018) Nfc-Based Data Retrieval Device, JOURNAL OF PHYSICS, IOP Science , 6, 1, ISSN:17426596
Sepideh Foroozan Yazdani, Zhiyuan Tan, Mohsen Kakavand, Aida Mustapha
(2018) Ngrampos: A Bigram-Based Linguistic And Statistical Feature Process Model For Unstructured Text Classification, WIRELESS NETWORKS, Springer , 12, 1, ISSN:10220038
Nazim Razali, Aida Mustapha, Filipe Manuel Clemente, Md Fauzi Ahmad, Mohamad Aizi Salamat
(2018) Pattern Analysis Of Goals Scored In Malaysia Super League 2015, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, UAD Insitute of Scientific Publication and Press , 8, 718, ISSN:25024752
Mohammed Ahmed Jubair, Salama A. Mostafa, Aida Mustapha, Saraswathy Shamini Gunasekaran
(2018) Performance Evaluation Of Ad-Hoc On-Demand Distance Vector And Optimized Link State Routing Protocols In Mobile Ad-Hoc Networks, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY, Indonesian Society for Knowledge and Human Development , 8, 1277, ISSN:20885334
Mohd Khanapi Abd Ghani, Mustafa Musa Jaber, Salama A Mostafa, Aida Mustapha, Mazin Abed Mohamed, Hannani Aman
(2018) Proper Software Engineering Process In Developing An Integrated Telehealth System, INTERNATIONAL JOURNAL OF ENGINEERING AND TECHNOLOGY (UAE), Science Publishing Corporation , 8, 441, ISSN:2227524X
Vinothini Kasinathan, Aida Mustapha, Rahmat Fauzi, Mohamad Firdaus Che Abdul Rani
(2018) Questionify: Gamification In Education, INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING, UTHM , 8, 139, ISSN:2229838X
Azizan Ismail, Roshidi Din, Aida Mustapha, Sunariya Utama
(2018) The Analysis Performance Of Effectiveness And Security Metric It Domain, JOURNAL OF ADVANCED RESEARCH IN DYNAMICAL AND CONTROL SYSTEM, JOURNAL OF ADVANCE RESEARCH IN DYNAMICAL CONTROL SYSTEM , 8, 1691, ISSN:1943023X
Mohd Khanapi Abd Ghani, Mazin Abed Mohamed, Salama A Mostafa, Aida Mustapha, Hannani Aman, Mustafa Musa Jaber
(2018) The Design Of Flexible Telemedicine Framework For Healthcare Big Data, INTERNATIONAL JOURNAL OF ENGINEERING AND TECHNOLOGY (UAE), Science Publishing Corporation , 8, 246, ISSN:2227524X
Azizan Ismail, Roshidi Din, Aida Mustapha, Sunariya Utama
(2018) The Evaluation Performance Of Letter-Based Techniques On Text Steganography Method, JOURNAL OF ADVANCE RESEARCH IN DYNAMICAL CONTROL SYSTEM, INSTITUTE OF ADVANCE SCIENTIFIC RESEARCH , 8, 1684, ISSN:1943023X
Shan, Ang Wei; Ahmad, Mohd Fauzi; Hamid, Nor Aziati Binti Abdul; Mustapha, Aida
(2018) The Mediating Effect Of Total Productive Maintenance (Tpm) Between Total Quality Management (Tqm) And Business Performance, ADVANCED SCIENCE LETTERS, Igenta Connect , 6, 4657, ISSN:19366612
Vinothini Kasinathan, Aida Mustapha, Asti Amalia Nur Fajrillah, Aida Zamnah Zainal Abidin
(2018) Three-Dimensional E-Learning Application For Anatomy And Physiology Of Brain, INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING, UTHM , 8, 144, ISSN:2229838X
Vinothini Kasinathan, Aida Mustapha, Sonia Siow, Marshella Hopman
(2018) Tictad: A Chatterbot For Learning Visual C# Programming Based On Expert System, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, UAD Insitute of Scientific Publication and Press , 8, 740, ISSN:25024752
Aida Mustapha, Shazwani Mustapa, Nurfarahim Md.Azlan, Noor Fatin Ishmah Saifarrudin, Shahreen Kasim, Mohd Farhan Md Fudzee, Azizul Azhar Ramli, Hairulnizam Mahdin, Seah Choon Sen
(2017) A Classification Approach For Naive Bayes Of Online Retailers, ACTA INFORMATICA MALAYSIA(AIM), Razi Publishing , 2, 26, ISSN:25210874
Mostafa, S.A., Ahmad, M.S., Mustapha, A., Mohammed M.A.
(2017) A Concise Overview Of Software Agent Research, Modeling, And Development, SOFTWARE ENGINEERING, Science Publication Group , 1, 8, ISSN:23768029
Yim Long Loo, Alicia Y. C. Tang, Azhana Ahmad, Aida Mustapha
(2017) A Generic Agent-Based Dynamic Process Simulation Framework: A Self-Adaptive Modelling Approach , JOURNAL OF THEORETICAL AND APPLIED INFORMATION TECHNOLOGY, Asian Research Publishing Network , 1, 340, ISSN:19928645
Ibrahim Anka Salihu, Rosziati Ibrahim and Aida Mustapha
(2017) A Hybrid Approach For Reverse Engineering Gui Model From Android Apps For Automated Testing, JOURNAL OF TELECOMMUNICATION, ELECTRONIC AND COMPUTER ENGINEERING, UTEM , 3, 45, ISSN:21801843
Salama A Mostafa, Mohd Sharifuddin Ahmad, Aida Mustapha
(2017) Adjustable Autonomy: A Systematic Literature Review, ARTIFICIAL INTELLIGENCE REVIEW, Artificial Intelligence Review , 6, 1, ISSN:02692821
Nureize Arbaiy, Noor Azah Samsudin, Aida Mustapha,Junzo Watada, Pei-Chun Lin
(2017) An Enhanced Possibilistic Programming Model With Fuzzy Random Confidence-Interval For Multi-Objective Problem, IN INNOVATIVE COMPUTING, OPTIMIZATION AND ITS APPLICATIONS, Springer , 7, 217, ISSN:97833196
Iqbal R., Azmi Murad M.A., Mustapha A., Sharef N.M.
(2017) An Ontology Development Approach Using Concept Maps Driven By Automatic Term Extraction, INTERNATIONAL JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY, Inderscience Enterprises Ltd. , 1, 51, ISSN:14666642
Fang O.H., Mustapha N., Mustapha A., Hamdan H., Rosli R.
(2017) Associative Classification Framework For Cancer Microarray Data, ADVANCED SCIENCE LETTERS, American Scientific Publishers , 5, 4153, ISSN:19366612
Abidah Zainal, Aida Mustapha, Mohd Zainuri Saringat, Pravind Raja
(2017) Braille2alpha: Braille Dots Recognition With Alphanumeric Conversion, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY, Insight Society , 1492, ISSN:20885334
Alakari, S.T., Saringat, M.Z., Mustapha, A., Nuar, A.N.A.
(2017) Comparative Analysis Of Data Redundancy And Execution Time Between Relational And Object-Oriented Schema Table, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY, International Journal on Advance Science, Engineering and Information Technology, Data Centre, Polytechnic of Padang Indonesia 25166 , 11, 1562, ISSN:2088-5334
Abdullahi O. Adeleke; Noor A. Samsudin; Aida Mustapha; Nazri M. Nawi
(2017) Comparative Analysis Of Text Classification Algorithms For Automated Labelling Of Quranic Verses, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE ENGINEERING INFORMATION TECHNOLOGY, insight , 9, 1419, ISSN:20885334
Lim S.M., Sultan A.B.M., Sulaiman M.N., Mustapha A., Leong K.Y.
(2017) Crossover And Mutation Operators Of Genetic Algorithms, INTERNATIONAL JOURNAL OF MACHINE LEARNING AND COMPUTING, International Association of Computer Science and Information Technology , 2, 9, ISSN:20103700
Shamala Palaniappan , Aida Mustapha, Cik Feresa Mohd Foozy, Rodziah Atan
(2017) Customer Profiling Using Classification Approach For Bank Telemarketing, JOIV: INTERNATIONAL JOURNAL ON INFORMATICS VISUALIZATION, Information Technology Department Politeknik Negeri Padang, Indonesia , 11, 214, ISSN:2549-9610
Azizul Aziz, Mohd Helmy Abd Wahab, Aida Mustapha, Mohamad Farhan Mohamad Mohsin
(2017) Design And Development Of Smart Home Security System For Disabled And Elderly People, JOURNAL OF TELECOMMUNICATION, ELECTRONIC AND COMPUTER ENGINEERING, UTeM , 12, 135, ISSN:22898131
Kasinathan V., Mustapha A., Seong Y.C., Abidin A.Z.Z.
(2017) Footprint: Tourism Information Search Based On Mixed Reality, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY, Insight Society , 4, 1504, ISSN:20885334
Salama A Mostafa, Mohd Sharifuddin Ahmad, Aida Mustapha, Mazin Abed Mohammed
(2017) Formulating Layered Adjustable Autonomy For Unmanned Aerial Vehicles, INTERNATIONAL JOURNAL OF INTELLIGENT COMPUTING AND CYBERNETICS, Emerald Publishing Limited , 11, 430, ISSN:1756378X
Hanizan Shaker Hussain, Roshidi Din, Aida Mustapha, Fawwaz Zamir Mansor
(2017) Lsb Algorithm Based On Support Vector Machine In Digital Image Steganography, JOURNAL OF TELECOMMUNICATION, ELECTRONIC AND COMPUTER ENGINEERING , UTEM , 6, 13, ISSN:22898131
Shahreen Kasim, Iman Shahrizan, Hanayanti Hafit, Aida Mustapha, Rusli Abdullah, Ayu Alyani
(2017) Mobile-Based Management System For Online Uthm Used Goods (Shop1uthm), ACTA ELECTRONICA MALAYSIA (AEM), Razi Publishing , 11, 10, ISSN:25904043
Saany S.I.A., Mamat A., Mustapha A., Affendey L.S., Rahman M.N.A.
(2017) Syntax And Semantics Question Analysis Using User Modelling And Relevance Feedback, International Journal on Advanced Science, Engineering and Information Technology, Insight Society , 1, 329, ISSN:20885334
Rozianiwati Yusof, Khairul Azhar Kasmiran, Aida Mustapha, Norwati Mustapha, Nor Asma Mohd Zin
(2017) Techniques For Handling Imbalanced Datasets When Producing Classifier Models , JOURNAL OF THEORETICAL AND APPLIED INFORMATION TECHNOLOGY, Asian Research Publishing Network , 4, 1425, ISSN:1992-8645
Kasinathan V., Mustapha A.
(2016) Description Of The Mike2 Algorithm For Presentation Mining, ARPN Journal of Engineering and Applied Sciences, Asian Research Publishing Network , 11, 13090, ISSN:18196608
Kakavand M., Mustapha N., Mustapha A., Abdullah M.T.
(2016) Effective Dimensionality Reduction Of Payload-Based Anomaly Detection In Tmad Model For Http Payload, KSII Transactions on Internet and Information Systems, Korean Society for Internet Information , 8, 3884, ISSN:19767277
Aida Mustapha, Amir Rajabi Behjat
(2016) Ensemble Feature Subset Selection Technique In Spam Detection System , ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES, Asian Research Publishing Network , 11, 13135, ISSN:1819-6608
Kasinathan V., Mustapha A., Murad M.A.A., Wirza R., Mansor E.I.
(2016) Evaluation Of Key Phrase Visualizer System: Ontology Versus Dictionary, Advanced Science Letters, American Scientific Publishers , 10, 2894, ISSN:19366612
Aida Mustapha, Noor Azah Samsudin, Nureize Arbaiy, Rozlini Mohamed, Israhmi Hamid
(2016) Generic Assessment Rubric For Computer Programming Courses, TURKISH ONLINE JOURNAL OF EDUCATIONAL TECHNOLOGIES, Sakarya University , 1, 53, ISSN:1303-6521
Samsudin N.A., Mustapha A., Arbaiy N., Hamid I.R.A.
(2016) Group-Based Nearest Neighbour In Cervical Cancer Screening, ARPN Journal of Engineering and Applied Sciences, Asian Research Publishing Network , 11, 13153, ISSN:18196608
Dalatu P.I., Fitrianto A., Mustapha A.
(2016) Improved Normalization And Standardization Techniques For Higher Purity In K-Means Clustering, Far East Journal of Mathematical Sciences, Pushpa Publishing House , 9, 859, ISSN:09720871
Kasinathan V., Mustapha A., Murad M.A.A., Rahmat R.W.O.K., Mansor E.E.
(2016) Presentation Mining Tool: From Slides To Mind Maps, Information (Japan), International Information Institute Ltd. , 7, 3003, ISSN:13434500
Azhana Ahmad, Moamin Ahmed, Mohd Zaliman Mohd Yusof, Mohd. Sharifuddin Ahmad, Aida Mustapha
(2016) Resolving Conflicts Between Personal And Normative Goals In Normative Agent Systems, JOURNAL OF IT IN ASIA, UNIMAS , 1, 1, ISSN:1823-5042
Alqurneh A., Mustapha A., Murad M.A.A., Sharef N.M.
(2016) Stylometric Model For Detecting Oath Expressions: A Case Study For Quranic Texts, Digital Scholarship in the Humanities, Oxford University Press , 4, 1, ISSN:20557671
Kasinathan V., Mustapha A., Murad M.A.A., Rahmat R.W., Mansor E.I.
(2016) The Mechanics Of The Presentation Mining Framework, Jurnal Teknologi, Penerbit UTM Press , 8, 80, ISSN:01279696
Kakavand M., Mustapha N., Mustapha A., Abdullah M.T., Ahmadi B.
(2016) Towards A Defense Mechanism Against Rest-Based Web Service Attacks, Advanced Science Letters, American Scientific Publishers , 10, 2827, ISSN:19366612
Loo Y.L., Tang A.Y.C., Ahmad A., Mustapha A.
(2016) Towards A Self-Adaptive Agent-Based Simulation Model, Journal of Theoretical and Applied Information Technology, Asian Research Publishing Network , 4, 240, ISSN:19928645
Aliyu Isah Agaie, Masrah Azrifah Azmi Murad, Nurfadhlina Mohd Sharef, Aida Mustapha
(2016) User Guidance For Effective Query Interpretation In Natural Language Interfaces To Ontologies, INTERNATIONAL JOURNAL OF COMPUTER, ELECTRICAL, AUTOMATION, CONTROL AND INFORMATION ENGINEERING, World Academy of Science, Engineering and Technology , 5, 772, ISSN:-
Aida Mustapha
(2015) A Regression Approach For Forecasting Vendor Revenue In Telecommunication Industries, INTERNATIONAL JOURNAL OF ENGINEERING AND TECHNOLOGY, Engg Journals Publications , 1, 2604, ISSN:0975-4024
Aida Mustapha
(2015) A Text Mining-Based Anomaly Detection Model In Network Security, GLOBAL JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, Global Journals Inc. (USA) , 1, 23, ISSN:09754172
Aida Mustapha
(2015) A Web-Based Interrogative Ontology Retrieval Application For Unstructured Documents, JOURNAL OF CONVERGENCE INFORMATION TECHNOLOGY, AICIT , 1, 110, ISSN:19759320
Aida Mustapha
(2015) Context Identification Of Scientific Papers Via Agent-Based Model For Text Mining (Abm-Tm) , STUDIES IN COMPUTATIONAL INTELLIGENCE, Springer Verlag , 1, 51, ISSN:1860949X
Kakavand M., Mustapha N., Mustapha A., Abdullah M.T., Riahi H.
(2015) Issues And Challenges In Anomaly Intrusion Detection For Http Web Services, Journal of Computer Science, Science Publications , 11, 1041, ISSN:15493636
Aida Mustapha
(2015) New Attributes For Neighborhood-Based Collaborative Filtering In News Recommendation, JOURNAL OF EMERGING TECHNOLOGIES IN WEB INTELLIGENCE, JETWI , 8, 13, ISSN:17998859
Alqurneh A., Mustapha A.
(2015) The Impact Of Oath Writing Style On Stylometric Features And Machine Learning Classifiers, Journal of Computer Science, Science Publications , 2, 325, ISSN:15493636
Aida Mustapha
(2015) Trust Metrics In Recommender Systems: A Survey, ADVANCED COMPUTATIONAL INTELLIGENCE: AN INTERNATIONAL JOURNAL , AIRCC Publishing Corporation , 7, 1, ISSN:24543834
Aliyu Isah Agaie, Masrah Azrifah Azmi Murad, Nurfadhlina Mohd Sharef, Aida Mustapha
(2014) A Proposed Framework For The Development Of An Interactive Natural Language Interface To Ontologies, JOURNAL OF CONVERGENCE INFORMATION TECHNOLOGY, Advanced Institute of Convergence Information Technology Research Center , 9, 70, ISSN:1975-9320
Morteza Ghorbani Moghaddam, Norwati Mustapha, Aida Mustapha, Nurfadhlina Mohd Sharef, Anousheh Elahian
(2014) A Review On Similarity Measurement Methods In Trust-Based Recommender Systems , INTERNATIONAL JOURNAL OF INFORMATION SCIENCE AND MANAGEMENT, Regional Information Center for Science and Technology , 1, 13, ISSN:2008-8302
Aisha N., Adam M.B., Shohaimi S., Mustapha A.
(2014) Bayesian Network Classification Of Gastrointestinal Bleeding, Pertanika Journal of Science and Technology, Universiti Putra Malaysia Press , 2, 225, ISSN:01287680
Mohd Khairudin N., Mustapha A., Ahmad M.H.
(2014) Effect Of Temporal Relationships In Associative Rule Mining For Web Log Data, The Scientific World Journal , 1, ISSN:1537744X
Behjat A.R., Mustapha A., Nezamabadi-Pour H., Sulaiman M.N., Mustapha N.
(2014) Feature Subset Selection Using Binary Quantum Particle Swarm Optimization For Spam Detection System, Advanced Science Letters , 1, 188, ISSN:19366612
Behjat A.R., Vatankhah N., Mustapha A.
(2014) Feature Subset Selection Using Genetic Algorithm For Intrusion Detection System, Advanced Science Letters , 1, 235, ISSN:19366612
Ahmad Mosallanejad, Amir Rajabi Behjat, Aida Mustapha, Rodziah Atan
(2014) Ga-Based Qos Service Selection In Cloud Computing Using Mlp, ADVANCED SCIENCE LETTERS, American Scientific Publishers , 1, 144, ISSN:1936-6612
Shafika Sultan Abdullah, Marlinda Abdul Malek, Aida Mustapha, Alihosein Aryanfar
(2014) Hybrid Of Artificial Neural Network-Genetic Algorithm For Prediction Of Reference Evapotranspiration (Et0) In Arid And Semiarid Regions, JOURNAL OF AGRICULTURAL SCIENCE, Canadian Center of Science and Education , 3, 191, ISSN:1916-9752
Ali Marstawi, Aida Mustapha
(2014) Understanding The Postgraduate Education Market For Better Marketing And Decision Making: A Clustering Analysis, INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS, Foundation of Computer Science , 4, 1, ISSN:0975-8887
Vasuntha Karupiah, Marlinda Abdul Malek, Aida Mustapha, Hashima Idris
(2014) Yield Prediction For Rubber Hevea Brasiliensis In Malaysia: A Review, INTERNATIONAL JOURNAL OF APPLIED ENGINEERING RESEARCH, Research India Publications , 12, 757, ISSN:09734562
Shariat Panahy P.H., Sidi F., Affendey L.S., Jabar M.A., Ibrahim H., Mustapha A.
(2013) A Framework To Construct Data Quality Dimensions Relationships, Indian Journal of Science and Technology , 5, 4422, ISSN:09746846
Ibrahim N.H., Mustapha A., Rosli R., Helmee N.H.
(2013) A Hybrid Model Of Hierarchical Clustering And Decision Tree For Rule-Based Classification Of Diabetic Patients, International Journal of Engineering and Technology , 5, 3986, ISSN:23198613
Shariat Panahy P.H., Sidi F., Affendey L.S., Jabar M.A., Ibrahim H., Mustapha A.
(2013) A Methodology To Explore Rules And Methods For Data Quality Dimensions Toward Improvement The Quality Of Databases, Journal of Applied Sciences , 4, 615, ISSN:18125654
Fatimah Sidi, Kartini Mohamed, Marzanah A Jabar, Iskandar Ishak, Hamidah Ibrahim, Aida Mustapha
(2013) A Review Of Current Trend On Data Management And Quality In Data Communication, AUSTRALIAN JOURNAL OF BASIC & APPLIED SCIENCES, AENSI Publisher , 7, 755, ISSN:1991-8178
Syarilla Iryani A Saany, Ali Mamat, Aida Mustapha, Lilly Suriani Affendey
(2013) A Strategy For Question Interpretation In Question Answering System, INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND TELECOMMUNICATIONS, IJCST.org , 5, 38, ISSN:2047-3338
Somayeh Shojaee, Aida Mustapha, Fatimah Sidi, Marzanah A. Jabar
(2013) A Study On Classification Learning Algorithms To Predict Crime Status, INTERNATIONAL JOURNAL OF DIGITAL CONTENT AND ITS APPLICATIONS, Advanced Institute of Convergence Information Technology Research Center , 5, 361, ISSN:2233-9310
Ahmad O., Hyder I., Iqbal R., Azmi Murad M.A., Mustapha A., Sharef N.M., Mansoor M.
(2013) A Survey Of Searching And Information Extraction On A Classical Text Using Ontology-Based Semantics Modeling: A Case Of Quran, Life Science Journal , 4, 1370, ISSN:10978135
Hamid N.H.A., Ahmad A., Ahmad M.S., Tang Y.C.A., Mustapha A.
(2013) Agent-Based Simulation In A Normative Environment Using The Epmp Domain, Information Technology Journal , 6, 1213, ISSN:18125638
Iqbal R., Murad M.A.A., Mustapha A., Sharef N.M.
(2013) An Analysis Of Ontology Engineering Methodologies: A Literature Review, Research Journal of Applied Sciences, Engineering and Technology , 12, 2993, ISSN:20407459
Iqbal R., Mustapha A., Yusoff Z.M.
(2013) An Experience Of Developing Quran Ontology With Contextual Information Support, Multicultural Education and Technology Journal , 4, 333, ISSN:1750497X
Iqbal R., Murad M.A.A., Mustapha A., Panahy P.H.S., Khanahmadliravi N.
(2013) An Experimental Study Of Classification Algorithms For Crime Prediction, Indian Journal of Science and Technology , 3, 4219, ISSN:09746846
Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Azhana Ahmad, Aida Mustapha, Mohd Zaliman Mohd Yusoff, Nurzeatul Hamimah Abdul Hamid
(2013) Building Norms-Adaptable Agents From Potential Norms Detection Technique (Pndt), INTERNATIONAL JOURNAL OF INTELLIGENT INFORMATION TECHNOLOGIES, IGI Publishing , 7, 38, ISSN:1548-3657
Noor Aieda Abu Bakar, Aida Mustapha, Kamariah Md. Nasir
(2013) Clustering Analysis For Empowering Skills In Graduate Employability Model, AUTRALIAN JOURNAL OF BASIC AND APPLIED SCIENCES, AENSI Publisher , 12, 21, ISSN:1991-8178
Khairudin N.M., Muda Z., Mustapha A., Nagarathinam Y., Salleh M.S.
(2013) Clustering Network Traffic Utilization, International Review on Computers and Software , 5, 1076, ISSN:18286003
Ahmad M.H., Mustapha A., Khairudin N.M.
(2013) Clustering Web Log Data Using Graph Partitioning And Agglomerative Hierarchical Algorithms For Predicting User Navigation Patterns, International Review on Computers and Software , 9, 2178, ISSN:18286003
Shariat Panahy P.H., Sidi F., Affendey L.S., Jabar M.A., Ibrahim H., Mustapha A.
(2013) Discovering Dependencies Among Data Quality Dimensions: A Validation Of Instrument, Journal of Applied Sciences , 1, 95, ISSN:18125654
Sidi F., Jabar M.A., Mustapha A., Sani Nor F., Ishak I., Supian Siti R.
(2013) Measuring Computer Security Awareness On Internet Banking And Shopping For Internet Users, Journal of Theoretical and Applied Information Technology, Asian Research Publishing Network (ARPN) , 7, 210, ISSN:19928645
Muhammad Basheer Jasser, Fatimah Sidi, Aida Mustapha, Abdulelah Khaled T Binhamid
(2013) Mining Students Characteristics And Effects On University Preference Choice: A Case Study Of Applied Marketing In Higher Education, INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS, ijcaonline.org , 4, 1, ISSN:0975 - 8887
Ahmed Majid Taha, Aida Mustapha, Soong-Der Chen
(2013) Naive Bayes-Guided Bat Algorithm For Feature Selection , THE SCIENTIFIC WORLD JOURNAL, VOLUME, Hindawi , 1, 1, ISSN:1537-744X
Mahmoud M.A., Ahmad M.S., Ahmad A., Mustapha A., Yusoff M.Z.M., Hamid N.H.A.
(2013) Optimal Environmental Simulation Settings To Observe Exceptional Events In Social Agent Societies, Journal of Artificial Intelligence , 3, 191, ISSN:19945450
Wan Zulkifeli W.R., Mustapha N., Mustapha A.
(2013) Position Score Weighting Technique For Mining Web Content Outliers, International Journal of Applied Mathematics and Statistics , 6, 77, ISSN:09731377
Vinothini Kasinathan, Aida Mustapha, Mohamad Firdaus Che Abdul Rani
(2013) Structure-Based Algorithm For Presentation Mapping In Graphical Knowledge Display, INTERNATIONAL JOURNAL OF INFORMATION AND EDUCATION TECHNOLOGY, IJIET.org , 2, 196, ISSN:2010-3689
Hossain J., Mohd Sani N.F.M., Mustapha A., Affendey L.S.
(2013) Using Feature Selection As Accuracy Benchmarking In Clinical Data Mining, Journal of Computer Science , 7, 883, ISSN:15493636
IskandarIshak, Sidi F., Jabar M.A., Sani N.F.M., Mustapha A., Supian S.R., Apau M.N.
(2012) A Survey On Security Awareness Among Social Networking Users In Malaysia, Australian Journal of Basic and Applied Sciences , 11, 23, ISSN:19918178
Sarmad Makki, Aida Mustapha, Junaidah Mohamed Kassim, Ealaf Gharaybeh, Mohamed Alhazmi
(2012) Analysis On Backpropagation Neural Network And Naive Bayesian Classifier In Data Mining, JOURNAL OF COMMUNICATION AND COMPUTER, David Publishing , 1, 73, ISSN:1548-7709
Azhana Ahmad, Aida Mustapha, Mohd Sharifuddin Ahmad, Mohd Zaliman Mohd. Yusoff
(2012) Analyzing The Principles Of Islamic Jurisprudence For A Normative Framework In Multi Agent Systems, INTERNATIONAL JOURNAL ON QURANIC RESEARCH, UM , 1, 51, ISSN:2289-5396
Patma Appalasamy, Aida Mustapha, Nur Darina Md Rizal, Farid Johari, Azmi Fadzlil Mansor
(2012) Classification-Based Data Mining Approach For Quality Control In Wine Production, JOURNAL OF APPLIED SCIENCES, Science Publications , 6, 598, ISSN:1812-5654
Hazwani Rahmat, Aida Mustapha, Masniza Shaheeda Md Said, Noor Afiza Amit
(2012) Measuring Differences In Accuracy, Compactness, And Speed Between C4.5 And Cpar In Classification, JOURNAL OF COMMUNICATION AND COMPUTER, David Publishing , 1, 42, ISSN:1548-7709
Myzatul Akmam Sapaat, Aida Mustapha, Johanna Ahmad, Khadijah Chamili, Rahamirzam Muhamad
(2011) A Data Mining Approach To Construct Graduates Employability Model In Malaysia, INTERNATIONAL JOURNAL ON NEW COMPUTER ARCHITECTURES AND THEIR APPLICATIONS, SDIWC , 4, 1111, ISSN:2220-9085
Hossin M., Sulaiman N., Mustapha A., Mustapha N.
(2011) A Novel Performance Metric For Building An Optimized Classifier, Journal of Computer Science , 4, 582, ISSN:15493636
Mustapha A., Sulaiman N., Mahmod R., Selamat M.H.
(2011) Dynamic Bayesian Networks In Classification-And-Ranking Architecture Of Response Generation, Journal of Computer Science , 1, 59, ISSN:15493636
Hossin M., Sulaiman M.N., Mustapha A., Mustapha N., Rahmat W.
(2011) Oaerp: A Better Measure Than Accuracy In Discriminating A Better Solution For Stochastic Classification Training, Journal of Artificial Intelligence , 3, 187, ISSN:19945450
Shaker M., Ibrahim H., Mustapha A., Abdullah L.N.
(2010) A Strategy For Extracting Information From Semi-Structured Web Pages, International Journal of Web Information Systems , 6, 304, ISSN:17440084
Mustapha A., Sulaiman M.N., Mahmod R., Selamat M.H.
(2010) Corpus-Based Analysis On Cross-Domain Experiments In Classification-And-Ranking Generation, Journal of Computer Science , 11, 1326, ISSN:15493636
Mustapha A., Sulaiman M.N., Mahmod R., Selamat M.H.
(2009) A Bayesian Approach To Intention-Based Response Generation, European Journal of Scientific Research, EuroJournals, Inc. , 6, 477, ISSN:1450216X
Mustapha A.
(2009) Dialogue-Based Visualization For Quranic Text, European Journal of Scientific Research, EuroJournals, Inc. , 11, 36, ISSN:1450216X
Ali S.A., Sulaiman N., Mustapha A., Mustapha N.
(2009) Improving Accuracy Of Intention-Based Response Classification Using Decision Tree, Information Technology Journal , 6, 923, ISSN:18125638
Mahmoud Shaker, Hamidah Ibrahim, Aida Mustapha, Lili Nurliyana Abdullah
(2009) Information Extraction From Hypertext Markup Language Web Pages, JOURNAL OF COMPUTER SCIENCE, Science Publications , 8, 596, ISSN:1549-3636
Aida Mustapha, Md. Nasir Sulaiman, Ramlan Mahmod, Mohd. Hasan Selamat
(2009) Intention-Based Ranking For Surface Realization In Dialogue Systems, INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND SECURITY , CSC Journals , 6, 175, ISSN:1985-1553
Ali S.A., Sulaiman N., Mustapha A., Mustapha N.
(2009) K-Means Clustering To Improve The Accuracy Of Decision Tree Response Classification, Information Technology Journal , 8, 1256, ISSN:18125638
Md. Nasir Sulaiman, Sazly Anuar, Zaiton Muda, Hamidah Ibrahim, Aida Mustapha
(2008) A Malay Language-Based Visual Programming Language For Personal Digital Assistant, INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, IJCSNC.org , 8, 387, ISSN:1738-7906
Aida Mustapha, Md. Nasir Sulaiman, Ramlan Mahmod, Hasan Selamat
(2008) Classification-And-Ranking Architecture For Response Generation Based On Intentions, INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY , IJCSNC.org , 12, 253, ISSN:1738-7906
Md. Nasir Sulaiman, Yahya M. Almurtadha, Zaiton Muda, Aida Mustapha
(2008) Improved Reinforcement-Based Profile Learning For Document Filtering, INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, IJCSNC.org , 11, 133, ISSN:1738-7906
Prosiding / Seminar
AIDA MUSTAPHA
(2018) A Comparative Study Of Data Mining Techniques On Football Match Prediction, IOP PUBLISHING , 1, ISBN:17426588
Shihab Hamad Khaleefah, Salama A. Mostafa, Aida Mustapha, Rozanawati Darman
(2018) A General Framework Of Multi-Agent Features Extraction Operators For Deformed Images Identification, IEEE , 1, ISBN:9781538678565
Adeleke A.O., Samsudin N.A., Mustapha A., Nawi N.M.
(2018) A Group-Based Feature Selection Approach To Improve Classification Of Holy Quran Verses, SPRINGER VERLAG , 282, ISBN:978-331972549-9
Salama A Mostafa, Aida Mustapha, Abu Ubaidah Shamsudin, Azhana Ahmad, Mohd Sharifuddin Ahmad, Saraswathy Shamini Gunasekaran
(2018) A Real-Time Autonomous Flight Navigation Trajectory Assessment For Unmanned Aerial Vehicles, IEEE , 1, ISBN:9781538678565
NAZIM RAZALI, AIDA MUSTAPHA, SUNARIYA UTAMA, ROSHIDI DIN
(2018) A Review On Football Match Outcome Prediction Using Bayesian Networks, UNIMAP , 012004, ISBN:17426588
Mustafa Hamid Hassan, Salama A. Mostafa, Aida Mustapha, Mohd Helmy Abd Wahab, Danial Md Nor
(2018) A Survey Of Multi-Agent System Approach In Risk Assessment, IEEE , 1, ISBN:9781538678565
Mohammed Ahmed Jubair, Salama A. Mostafa, Aida Mustapha, Hanayanti Hafit
(2018) A Survey Of Multi-Agent Systems And Case-Based Reasoning Integration, IEEE , 1, ISBN:9781538678565
Bashar Ahmed Khalaf, Salama A. Mostafa, Aida Mustapha, Noryusliza Abdullah
(2018) An Adaptive Model For Detection And Prevention Of Ddos And Flash Crowd Flooding Attacks, IEEE , 1, ISBN:9781538678565
Shahidatul Nadhirah Mansor, Salama A. Mostafa, Aida Mustapha, Rozanawati Darman
(2018) An Emotional Agent For The Analysis Of Customer Satisfaction Surveys, IEEE , 1, ISBN:9781538678565
SHUHAIDA ISMAIL,AMY ROSSHAIDA ZAINAL, AIDA MUSTAPHA
(2018) Behavioural Features For Mushroom Classification, IEEE , 412, ISBN:9781538635278
Shuhaida Ismail, Siraj Mohamad Pandiahi, Ani Shabri and Aida Mustapha
(2018) Comparative Analysis Of River Flow Modelling By Using Supervised Learning Technique, IOP , 1
NOR ASMA MOHD ZIN, ROZIANIWATI YUSOF, SAIMA ANWAR LASHARI, AIDA MUSTAPHA, NORHALINA SENAN, ROSZIATI IBRAHIM
(2018) Content-Based Image Retrieval In Medical Domain: A Review, UNIMAP , 012044, ISBN:17426588
HANNANI AMAN, RUSMAINI MIFTAH, NORHANIFAH MURLI, AIDA MUSTAPHA, AND MOHAMAD MOHIDIN ZAINUDDIN
(2018) Convoy Marshal: Group-Based Navigation Mobile Application, AMERICAN SCIENTIFIC PUBLISHERS , 1660, ISBN:19366612
AMAR AZIZ, SHUHAIDA ISMAIL, MUHAMMAD FAKRI OTHMAN, AIDA MUSTAPHA
(2018) Empirical Analysis On Sales Of Video Games: A Data Mining Approach, IOP , 1
Rizwan Iqbal, Masrah Azrifah Azmi Murad, Aida Mustapha, Abdul Attayyab Khan, Syed Rizwan Ali, Clay Palmeira da Silva
(2018) Evaluating Effectiveness Of Concept Maps For Ontology Conceptualization: A Quantitative Study, IEEE , 119, ISBN:9781538638125
SALAMA A. MOSTAFA, AIDA MUSTAPHA, SHIHAB HAMAD KHALEEFAH, MOHD SHARIFUDDIN AHMAD, MAZIN ABED MOHAMMED
(2018) Evaluating The Performance Of Three Classification Methods In Diagnosis Of Parkinsons Disease, SPRINGER , 43, ISBN:9783319725499
Mazin Abed Mohammed, Saraswathy Shamini Gunasekaran, Salama A Mostafa, Aida Mustafa, Mohd Khanapi Abd Ghani
(2018) Implementing An Agent-Based Multi-Natural Language Anti-Spam Model, IEEE , 1, ISBN:9781538678565
Mazin Abed Mohammed, Saraswathy Shamini Gunasekaran, Salama A Mostafa, Aida Mustapha, Mohd Khanapi Abd Ghani
(2018) Implementing An Agent-Based Multi-Natural Language Anti-Spam Model , IEEE , 1, ISBN:9781538678565
VINOTHINI KASINATHAN, FONG SUO XUAN, MOHD HELMY ABD WAHAB, AIDA MUSTAPHA
(2018) Intelligent Healthcare Chatterbot (Hecia): Case Study Of Medical Center In Malaysia, IEEE , 34, ISBN:978-153860731-2
Clemente F.M., Owen A., Mustapha A., van der Linden C.M.I.N., Ribeiro J., Mendes B., Reichert J.
(2018) Measurement Of The Pitch Exploration Amongst Elite Professional Soccer Players: Official Match Analysis, SPRINGER VERLAG , 191, ISBN:9783319725499
SITI NORASHIKIN TAUFIK, AIDA MUSTAPHA, NOOR AZAH SAMSUDIN, MOHD HELMY ABD WAHAB
(2018) Monowalk: A Travelling Companion, UNIMAP , 012083, ISBN:17426588
Kasinathan V., Mustapha A., Medi I.
(2018) Semantic Approach For Web-Based Presentation Mining Based Ontology Support, SPRINGER VERLAG , 64, ISBN:9783319725499
VINOTHINI KASINATHAN, AIDA MUSTAPHA, ROSHEIN CHANDRAN
(2018) Tracking Outfield Employees Using Gps In Web Applications, EDP SCIENCES , 05015, ISBN:2261236X
Dalatu P.I., Fitrianto A., Mustapha A.
(2017) A Comparative Study Of Linear And Nonlinear Regression Models For Outlier Detection, Springer Verlag , 316, ISBN:9783319512792
SALAMA A MOSTAFA, AIDA MUSTAPHA, MOHD SHARIFUDDIN AHMAD, MOAMIN A MAHMOUD
(2017) An Adjustable Autonomy Management Module For Multi-Agent Systems, ELSEVIER B.V. , 125, ISBN:1877-0509
MOHD AMIN MOHD YUNUS, AIDA MUSTAPHA, RIZWAN IQBAL, NOOR AZAH SAMSUDIN
(2017) An Ontological Approach Towards Dialogue-Based Information Visualization System: Quran Corpus For Juz' Amma, EDP SCIENCES , 1, ISBN:2261236X
MOHD AMIN MOHD YUNUS, AIDA MUSTAPHA, NOOR AZAH SAMSUDIN
(2017) Analysis Of Translated Query In Quranic Malay And English Translation Documents With Stemmer, EDP SCIENCES , 1, ISBN:2261236X
Hamid I.R.A., Samsudin N.A., Mustapha A., Arbaiy N.
(2017) Dynamic Trackback Strategy For Email-Born Phishing Using Maximum Dependency Algorithm (Mda), Springer Verlag , 263, ISBN:9783319512792
Vinothini Kasinathan, Aida Mustapha, Lee Zhi Yong, Z.A. Aida Zamnah
(2017) Emotional Mining: Tagging Emoticons To Online News, INSTITUTE OF PHYSICS PUBLISHING , 1, ISBN:17578981
Samsudin N.A., Mustapha A., Arbaiy N., Hamid I.R.A.
(2017) Extended Local Mean-Based Nonparametric Classifier For Cervical Cancer Screening, Springer Verlag , 386, ISBN:9783319512792
Neo Wen Kye, Aida Mustapha, Noor Azah Samsudin
(2017) Gesture Recognition For Educational Games: Magic Touch Math, INSTITUTE OF PHYSICS PUBLISHING , 1, ISBN:1757899X
Vinothini Kasinathan , Aida Mustapha , Noor Azah Samsudin
(2017) Keeping Up With Healthcare Trends: Icheart As A Medication Management Application, Institute of Physics Publishing , 1, ISBN:17578981
Hamid N.H.A., Ahmad M.S., Ahmad A., Mustapha A.
(2017) Norms Trust Evaluation For Norm Adoption In Open Normative Multi-Agent Systems, Institute of Electrical and Electronics Engineers Inc. , 79, ISBN:9781509051502
Rosziati Ibrahim, Hamiza Diana Madon, Nurul Hashida Amira Mohd Nazri,Norhafizah Saarani, Aida Mustapha
(2017) Paperless Transaction For Publication Incentive System , INSTITUTE OF PHYSICS PUBLISHING , 1, ISBN:17578981
NAZIM RAZALI, AIDA MUSTAPHA, FAIZ AHMAD YATIM, RUHAYA AB AZIZ
(2017) Predicting Football Matches Result Using Bayesian Networks For Englis Primier League (Epl), INSTITUTE OF PHYSICS PUBLISHING , 1, ISBN:17578981
Nazim Razali, Aida Mustapha, Faiz Ahmad Yatim, Ruhaya Ab Aziz
(2017) Predicting Football Matches Results Using Bayesian Networks For English Premier League (Epl), INSTITUTE OF PHYSICS PUBLISHING , 1, ISBN:1757-8991
NAZIM RAZALI, AIDA MUSTAPHA, FAIZ AHMAD YATIM, RUHAYA AB AZIZ
(2017) Predicting Player Position For Talent Identification In Association Football, INSTITUTE OF PHYSICS PUBLISHING , 1, ISBN:17578981
Pravind Raja, Mohd Zainuri Saringat, Aida Mustapha, Abidah Zainal
(2017) Prospect: A Picture Exchange Communication System (Pecs)-Based Instant Messaging Application For Autism Spectrum Condition, IOP Publishing , 1, ISBN:17578981
MOHD AMIN MOHD YUNUS, AIDA MUSTAPHA, NOOR AZAH SAMSUDIN
(2017) Query Translation And Quran Result In Treemap, EDP SCIENCES , 1, ISBN:2261236X
Fawwaz Zamir Mansor, Aida Mustapha, Noor Azah Samsudin
(2017) Researcher'S Perspective Of Substitution Method On Text Steganography, INSTITUTE OF PHYSICS PUBLISHING , 1, ISBN:17578981
Loo Y.L., Tang A.Y.C., Ahmad A., Mustapha A.
(2017) Workflow Analysis For Self-Adaptive Agent-Based Simulation Model, Institute of Electrical and Electronics Engineers Inc. , 16, ISBN:9781509051502
Noor Siti Husnah Ab Rahim Periamalai, Aida Mustapha, Ahmad Alqurneh
(2016) An Ontology For Juz Amma Based On Expert Knowledge, Institute of Electrical and Electronics Engineers Inc. , 1 , ISBN:978-146738913-6
Noor Azah Samsudin, Aida Mustapha, Mohd Helmy Abd Wahab
(2016) Ensemble Classification Of Cyber Space Users Tendency In Blog Writing Using Random Forest, IEEE , 169, ISBN:978-1-5090-5343
Aida Mustapha, Md. Nasir Sulaiman, Ramlan Mahmod, Hasan Selamat
(2016) Intention-Based Classification-And-Ranking Architecture For Natural Language Generation In Dialogue Systems, UNITEN , 133 , ISBN:978-983-43357-4
Kasinathan V., Mustapha A., Subramaniam T.
(2016) Smartg: Spontaneous Malaysian Augmented Reality Tourist Guide, Institute of Physics Publishing
Aida Mustapha
(2015) Trusting Norms: A Conceptual Norms' Trust Framework For Norms Adoption In Open Normative Multi-Agent Systems, Springer Verlag , ISBN:9783319196374
Nadali S., Murad M.A.A., Sharef N.M., Mustapha A., Shojaee S.
(2014) A Review Of Cyberbullying Detection: An Overview, IEEE Computer Society , 325, ISBN:9781479935161
Moghaddam M.G., Mustapha A., Mustapha N., Sharef N.M.
(2014) A Temporal-Focused Trustworthiness To Enhance Trust-Based Recommender Systems, IEEE Computer Society , 219, ISBN:9781479935161
Moghaddam M.G., Mustapha N., Mustapha A., Sharef N.M., Elahian A.
(2014) Agetrust: A New Temporal Trust-Based Collaborative Filtering Approach, IEEE Computer Society , ISBN:9781479944439
Iqbal R., Murad M.A.A., Mustapha A., Sharef N.M.
(2014) An Ontology Engineering Approach With A Focus On Human Centered Design, IEEE Computer Society , 86, ISBN:9781479935161
Mostafa S.A., Gunasekaran S.S., Ahmad M.S., Ahmad A., Annamalai M., Mustapha A.
(2014) Defining Tasks And Actions Complexity-Levels Via Their Deliberation Intensity Measures In The Layered Adjustable Autonomy Model, Institute of Electrical and Electronics Engineers Inc. , 52, ISBN:9781479929474
Asghar Darvishy, Hamidah Ibrahim, Fatimah Sidi, Aida Mustapha.
(2014) Hypner A Framework For Hybrid Personalized News Recommender Systems, Universiti Putra Malaysia Press , 33 , ISBN:-
Aida Mustapha
(2014) Traditional Vs. Chronological Order: Stylistic Distance Analysis In Juz' Amma, ELRA
Moamin Mahmoud, Mohd Sharifuddin Ahmad, Azhana Ahmad, Mohd Zaliman Mohd Yusoff, Aida Mustapha, Nurzeatul Hamimah A Hamid
(2013) A Model Of Norms Life Cycle In Agent Societies, UMS , 101 , ISBN:-
Amir Rajabi Behjat, Aida Mustapha, Hossein Nezamabadi-pour, Md. Nasir Sulaiman, Norwati Mustapha
(2013) A Pso-Based Feature Subset Selection For Application Of Spam /Non-Spam Detection , Springer Verlag , 183 , ISBN:978-364240566-2
Bahramirad S., Mustapha A., Eshraghi M.
(2013) Classification Of Liver Disease Diagnosis: A Comparative Study, IEEE Computer Society , 42, ISBN:9781467352550
Syarilla Iryani A Saany, Ali Mamat, Aida Mustapha, Lilly Suriani Affendey
(2013) Incorporating User Modeling And Relevance Feedback In Question Analysis Model, IEEE , 113 , ISBN:978-1-4673-5817
Azura Abd Jalil, Aida Mustapha, Dzulizah Santa, Nurul Zaiha Zainal, Rizalina Radwan
(2013) Prediction Of College Student Academic Performance Using Data Mining Techniques, FEIIC , 268 , ISBN:978-967-5995-09
Nurfadhlina Mohd Sharef, Masrah Azrifah Murad, Aida Mustapha, Saman Shishehchi
(2013) Semantic Question Answering Of Umra Pilgrims To Enable Self-Guided Education, IEEE , 141 , ISBN:978-147993516-1
Mahmoud M.A., Ahmad M.S., Ahmad A., Mohd Yusoff M.Z., Mustapha A.
(2012) A Norms Mining Approach To Norms Detection In Multi-Agent Systems , 458, ISBN:9781467319386
Wan Rusila Wan Zulkifeli, Norwati Mustapha, Aida Mustapha
(2012) Classic Term Weighting Technique For Mining Web Content Outliers, Planetary Scientific Research Center , 271 , ISBN:978-81-922428-5
Sidi F., Ramli A., Jabar M.A., Affendey L.S., Mustapha A., Ibrahim H.
(2012) Data Quality Comparative Model For Data Warehouse , 268, ISBN:9781467310901
Sidi F., Shariat Panahy P.H., Affendey L.S., Jabar M.A., Ibrahim H., Mustapha A.
(2012) Data Quality: A Survey Of Data Quality Dimensions , 300, ISBN:9781467310901
Behjat A.R., Mustapha A., Nezamabadi-Pour H., Sulaiman Md.N., Mustapha N.
(2012) Ga-Based Feature Subset Selection In A Spam/Non-Spam Detection System , 675, ISBN:9781467304788
Mahmoud M.A., Ahmad M.S., Ahmad A., Mohd Yusoff M.Z., Mustapha A.
(2012) Norms Detection And Assimilation In Multi-Agent Systems: A Conceptual Approach , 226, ISBN:9783642328251
Aida Mustapha, Zulkifli Mohd. Yusoff, Raja Jamilah Raja Yusof
(2012) The Quran Corpus For Juz Amma, LREC , 54 , ISBN:978-2-9517408-7
Hossin M., Sulaiman M.N., Mustapha A., Mustapha N., Rahmat R.W.
(2011) A Hybrid Evaluation Metric For Optimizing Classifier , 165, ISBN:9781612842127
Hazwani Rahmat, Aida Mustapha, Masniza Shaheeda Md Said, Noor Afiza Amir
(2011) Classification Assessment Based On Accuracy, Compactness, And Speed Of C4.5 And Cpar: A Comparative Study, ICGST , 121 , ISBN:P1121101448
Sarmad Makki, Aida Mustapha, Junaidah Mohamed Kassim, Ealaf Gharaybeh, Mohammed Alhazmi
(2011) Employing Neural Network And Naive Bayesian Classifier In Mining Data For Car Evaluation, ICGST , 113 , ISBN:-
Mohd Sharifuddin Ahmad, Muthukkaruppan Annamalai, Aida Mustapha, Alicia Tang
(2011) Issues And Direction Of Agent?S Research In Malaysia, MIMOS , 47 , ISBN:979-983-41524-4
Ahmad A., Zaliman M., Yusof M., Ahmad M.S., Ahmed M., Mustapha A.
(2011) Resolving Conflicts Between Personal And Normative Goals In Normative Agent Systems , ISBN:9781612841304
Mohd. Zaliman Yusoff, Yasir Khalid, Azhana Ahmad, Mohd. Sharifuddin Ahmad, Aida Mustapha
(2010) Development Of Rules For Multiple Goals In Normative Environment, MIMOS , 1 , ISBN:-
Mahmoud Shaker, Hamidah Ibrahim, Aida Mustapha, Lili Nurliyana Abdullah, Ali Amer Alwan
(2010) Extracting Information From Semi-Structured Web Pages By Considering User Context, WORLDCOMP , 1 , ISBN:-
Mohd. Zaliman Yusoff, Moamin A. Mahmoud, Azhana Ahmad, Mohd. Sharifuddin Ahmad, Aida Mustapha
(2010) Sacrifice And Diligence In Normative Agent Environments, IACSIT , 147 , ISBN:-
Azhana Ahmad, Mohd. Sharifuddin Ahmad, Mohd. Zaliman Yusoff, Aida Mustapha
(2009) A Novel Framework For A Normative Agent-Based System, MIMOS , 59 , ISBN:978-983-42887-2
Shaker M., Ibrahim H., Mustapha A., Abdullah L.N.
(2009) Information Extraction From Web Tables , 470, ISBN:9781605586601
Marjuni S.H., Zain A.B.M., Mahmod R., Mustapha A., Ghani A.A.A.
(2009) Lexical Criminal Identification For Chatting Corpus , 360, ISBN:9781424445196
Shaker M., Ibrahim H., Mustapha A., Abdullah L.N.
(2008) A Framework For Extracting Information From Semi-Structured Web Data Sources , 27, ISBN:9780769534077
Mustapha A., Sulaiman Md.N., Mahmod R., Selamat H.
(2008) Modeling Coherence In Mixed-Initiative Dialogues Based On Conversational Acts Theory , ISBN:9781424423286

Consultancies

YearDescriptionLevel
2008 Ahli Rakan Pembimbing Perkhidmatan Awam (AKRAB) Government

Supervision

YearDescriptionRole
2016 Supervisor for Fawwaz Zamir Mansor, MIT, Universiti Tun Hussein Onn Malaysia, 2016 Supervisor
2016 External Examiner for Nabeel Thajeel Neamah, MIT, Universiti Kebangsaan Malaysia, July 2016 External Examiner
2016 Co-Supervisor for Adeleke Abdullahi Oyekunle, MIT, Universiti Tun Hussein Onn Malaysia, 2016 Supervisor
2016 Judge for the Research & Innovation Festival (R&I Fest 2016), November 2016 Referee
2016 Supervisor for Wan Mohamad Zulkifli Wan Ahmad, MIT, Universiti Tun Hussein Onn Malaysia, 2016 Supervisor
2015 External Examiner for Khaldoon Mezher Muhi, MIT, Universiti Kebangsaan Malaysia, November 2015 External Examiner
2015 Judge for the International Invention, Innovation & Design Competition (IID Johor 2015), October 2015 Referee
2015 External Examiner for Saad Adnan Abed, MIT, Universiti Kebangsaan Malaysia, March 2015 External Examiner
2015 External Examiner for Khmael Rakm Rahem, MIT, Universiti Kebangsaan Malaysia, April 2015 External Examiner
2015 External Examiner for Ali Sabah Abdulameer, MIT, Universiti Kebangsaan Malaysia, September 2015 External Examiner
2015 External Examiner for Lim Siew Mooi, PhD, Universiti Putra Malaysia, April 2015 External Examiner
2015 External Examiner for Alofei Eiman Nowaemm, MIT, Universiti Kebangsaan Malaysia, April 2015 External Examiner
2015 Supervisor for Muhammad Nazim Razali, MIT, Universiti Tun Hussein Onn Malaysia, 2015 Supervisor
2015 External Examiner for Muhammad Syafiq Pozi, PhD, Universiti Putra Malaysia, October 2016 External Examiner
2015 External Examiner for OmarAbdullatif Jassim Al-Jubouri, MIT, Universiti Tenaga Nasional, November 2015 External Examiner
2014 Co-Supervisor for Aliyu Isah Agaie, Phd, Universiti Putra Malaysia, 2014 Supervisor
2014 Co-Supervisor for Mohsen Kakavand, Phd, Universiti Putra Malaysia, 2014 Supervisor
2014 Co-Supervisor for Morteza Ghorbani Moghaddam, Phd, Universiti Putra Malaysia, 2014 Supervisor
2014 Co-Supervisor for Paul Inuwa Dalatu, Phd, Universiti Putra Malaysia, 2014 Supervisor
2013 Co-Supervisor for Asghar Darvishy, Phd, Universiti Putra Malaysia, 2013 Supervisor
2013 Co-Supervisor for Ong Huey Fang, Phd, Universiti Putra Malaysia, 2013 Supervisor
2013 Co-Supervisor for Samaneh Nadali, PhD, Universiti Putra Malaysia, 2013 Supervisor
2013 Co-Supervisor for Shafika Sultan Abdullah, PhD, Universiti Tenaga Nasional, 2013 Supervisor
2013 Co-Supervisor for Vasuntha Karupiah, MSc, Universiti Tenaga Nasional, 2013 Supervisor
2013 Supervisor for Vinothini Kasinathan, Phd, Universiti Putra Malaysia, 2013 Supervisor
2013 Co-Supervisor for Nurzeatul Hamimah Abdul Hamid, Phd, Universiti Tenaga Nasional, 2013 Supervisor
2013 Judge for the International Invention, Innovation & Design Competition (IID Johor 2013), September 2013 Referee
2012 Co-Supervisor for Aafaq, MSc, Universiti Putra Malaysia, 2012 Supervisor
2012 Co-Supervisor for Rizwan Iqbal, PhD, Universiti Putra Malaysia, 2012 Supervisor
2012 Judge for the International Invention, Innovation & Design Competition (IID Johor 2012), September 2012 Referee
2012 Supervisor for Ahmad Mohammed Mahmood Alqurneh, PhD, Universiti Putra Malaysia, 2012 Supervisor
2011 Supervisor for Amir Rajabi Behjat, PhD, Universiti Putra Malaysia, 2011 Supervisor
2011 Co-Supervisor for Ahmed Majid Taha, PhD, Universiti Tenaga Nasional, 2011 Supervisor
2009 Co-Supervisor for Wan Rusila Wan Zulkifeli, MSc, Universiti Putra Malaysia, 2009 Supervisor
2008 Co-Supervisor for Mahmoud Sh Al-Hassan, MSc, Universiti Putra Malaysia, 2008 Supervisor
2008 Co-Supervisor for Sherif Abdulbari Ali, PhD, Universiti Putra Malaysia, 2008 Supervisor
2008 Co-Supervisor for Syarilla Iryani Rohani@Ahmad Saany, PhD, Universiti Putra Malaysia, 2008 Supervisor

Extension & Public Services

YearDescriptionLevel
2016 Technical Committee for Intelligent Transportation System, SIRIM National
2016 Research Associate at Centre of Agent Technologies, Universiti Tenaga Nasional, 2009 - 2016 National

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