Staff Profile
| Full Name | PROF. MADYA Dr. AIDA BINTI MUSTAPHA |
|---|---|
| Faculty | FAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT |
| Department | JABATAN KEJURUTERAAN PERISIAN |
| 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
| Year | Qualification | Institution |
|---|---|---|
| 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
| Date | Description |
|---|---|
| 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
| Year | Description | Role | Level |
|---|---|---|---|
| 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
| Year | Description | Level |
|---|---|---|
| 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
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
| Year | Description | Level |
|---|---|---|
| 2008 | Ahli Rakan Pembimbing Perkhidmatan Awam (AKRAB) | Government |
Supervision
| Year | Description | Role |
|---|---|---|
| 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
| Year | Description | Level |
|---|---|---|
| 2016 | Technical Committee for Intelligent Transportation System, SIRIM | National |
| 2016 | Research Associate at Centre of Agent Technologies, Universiti Tenaga Nasional, 2009 - 2016 | National |