Staff Profile
| Full Name | DR AIDA BINTI MUSTAPHA |
|---|---|
| Faculty | FAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT |
| Department | JABATAN KEJURUTERAAN PERISIAN |
| Staff Number | 02598 |
| Designation | DS51 - PENSYARAH |
|
TIMBALAN PENGARAH (PENGURUSAN GERAN PENYELIDIKAN) PEJABAT AM PUSAT PENGURUSAN PENYELIDIKAN |
Field of Expertise
| Field (KPT) | Information, Computer And Communication Technology (ICT) / Artificial Intelligence |
|---|---|
| Field of Specialization (KPT) | Computational Linguistic |
| MOSTI | Information, Computer and Communication Technology (ICT) |
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
| DS51 - Pensyarah |
Management Experience
| Year | Description |
|---|---|
| 2015 - 2017 | Timbalan Pengarah (Pengurusan Geran Penyelidikan)
Pusat Pengurusan Penyelidikan |
Professional Societies
| Year | Description | Role | Level |
|---|---|---|---|
| 29/08/2014 - 31/12/9999 | International Association Of Computer Science & Information Technology (IACSIT)
| AHLI | Antarabangsa |
| 11/09/2014 - 31/12/9999 | International Association of Engineers (IAENG)
| AHLI | Antarabangsa |
| 01/01/2015 - 31/12/2015 | Association for Computing Machinery (ACM)
| Professional Member | Antarabangsa |
| 01/05/2017 - 31/05/2018 | International Association of Counselors and Therapists
| Ahli | 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 |
| Fatimah Sidi, Lilly Suriani Affendey, Hamidah Ibrahim, Nur Izura Udzir, Zaiton Muda, Aida Mustapha, Novia Admodisastro (2014) A Case Study For Computer Science Application, Universiti Putra Malaysia Press , 47, ISBN:9789673444465 |
| Aida Mustapha (2014) Information Retrieval Technology, Springer , 348, ISBN:9783319128436 |
| Salama A. Mostafa, Mohd Sharifuddin Ahmad, Alicia Y.C. Tang, Azhana Ahmad, Muthukkaruppan Annamalai, Aida Mustapha (2014) Intelligent Information And Database Systems, Springer , 443, ISBN:9783319054759 |
| Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Mohd Zaliman Mohd Yusoff, Aida Mustapha (2014) Prima 2014: Principles And Practice Of Multi-Agent Systems , Springer , 311, ISBN:9783319131900 |
| Amir Rajabi Behjat, Aida Mustapha, Hossein Nezamabadi-Pour, Md Nasir Sulaiman, Norwati Mustapha (2014) Recent Advances On Soft Computing And Data Mining, Springer , 47, ISBN:9783319076911 |
| Salama A. Mostafa, Mohd Sharifuddin Ahmad, Azhana Ahmad, Muthukkaruppan Annamalai, Aida Mustapha (2014) Recent Developments In Computational Collective Intelligence, Springer , 25, ISBN:9783319017860 |
| Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Azhana Ahmad, Mohd Zaliman Mohd Yusoff, Aida Mustapha, Nurzeatul Hamimah Abdul Hamid (2014) Recent Developments In Computational Collective Intelligence, Springer , 13, ISBN:9783319017860 |
| Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Azhana Ahmad, Mohd Zaliman M. Yusoff, Aida Mustapha, Nurzeatul Hamimah Abdul Hamid (2013) Advanced Methods And Technologies For Agent And Multi-Agent Systems, Springer , 115, ISBN:9781614992530 |
| Aida Mustapha, Mohd Sharifuddin Ahmad, Azhana Ahmad (2013) Ambient Intelligence - Software And Applications, Springer , 221, ISBN:9783319005652 |
| Moamin A. Mahmoud, Aida Mustapha, Mohd Sharifuddin Ahmad, Azhana Ahmad, Mohd Zaliman M. Yusoff, Nurzeatul Hamimah Abdul Hamid (2013) Distributed Computing And Artificial Intelligence, Springer , 419, ISBN:9783319005508 |
| Amir Rajabi Behjat, Aida Mustapha, Hossein Nezamabadi?pour, Md. Nasir Sulaiman, Norwati Mustapha (2013) Lecture Notes In Computer Science , Springer , 377, ISBN:978-364236542-3 |
| Muhammad Syafiq Mohd Pozi, Aida Mustapha, Anas Daud (2013) Machine Learning And Data Mining In Pattern Recognition, Springer , 275, ISBN:9783642397110 |
| Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Azhana Ahmad, Mohd Zaliman Mohd Yusoff, Aida Mustapha (2012) Computational Collective Intelligence: Technologies And Applications, Springer , 425, ISBN:978-3-642-34629-3 |
| Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Azhana Ahmad, Mohd Zaliman Mohd Yusoff, Aida Mustapha (2012) Knowledge Technology, Springer , 226, ISBN:9783642328251 |
| Myzatul Akmam Sapaat, Aida Mustapha, Johanna Ahmad, Khadijah Chamili, Rahamirzam Muhamad (2011) 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) Digital Information Processing And Communications, Springer , 537, ISBN:978-364222388-4 |
| Rabiah Abdul Kadir, Abdul Rahman Hashim, Rahmita Wirza, Aida Mustapha (2011) Visual Informatics: Sustaining Research And Innovations, UKM , 36, ISBN:9783642251900 |
| Mahmoud Shaker, Hamidah Ibrahim, Aida Mustapha, Lili Nurliyana Abdullah (2009) Convergence And Hybrid Information Technologies, INTECH OPEN , 61, ISBN:978-953-307-068-1 |
| Journal |
| 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:1992-8645 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |