Staff Profile

Full NameDR AIDA BINTI MUSTAPHA
FacultyFAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT
DepartmentJABATAN KEJURUTERAAN PERISIAN
Staff Number02598
Email
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

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

Professional Appointments

DS51 - Pensyarah

Management Experience

YearDescription
2015 - 2017 Timbalan Pengarah (Pengurusan Geran Penyelidikan)
Pusat Pengurusan Penyelidikan

Professional Societies

YearDescriptionRoleLevel
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

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

Research Grants And Contracts

CodeTitleDesignationEnd Date
T003 Optimization of the modified membrane towards antifouling mechanism via second order back propagation method (Neural Network) (BPNN) Ahli 30/11/2019
D004 A Multi-agent System Approach for Real-world Problem Solving Environment Ketua 15/04/2019
1557 A New Blind Linguistic Steganalysis Model based on Stylometric Approach for Higher Accuracy in Stego Text Detection Ketua 31/10/2018
U664 Development Of New Modules For Integrating RMS and SMPU Ahli 30/09/2018
1609 Advanced image analysis approach to improve labeling accuracy in image classification problem Ahli 31/07/2018
U436 Integrated Research Management System Towards Excellence In Managing Research And Innovation For Sustainable Development Ketua 31/12/2017
U129 A Three-Tier Prediction Framework For Football Analystics Based on Bayesian Networks Ketua 30/06/2017
1513 Dynamic bayesian networks for predicting number of goal scored based on player forms Ketua 29/06/2017
U240 Development And Validation Of Assessment Rubrics For Computer Programming Courses Ketua 31/01/2016

Publications

Book
Shahreen Kasim, Aida Mustapha, Hirulnizam Mahdin
(2017) Selected Topics In Information Technology, UTHM , 1, ISBN:9789672110019
Aida Mustapha
(2015) Trusting Norms: A Conceptual Norms Trust Framework For Norms Adoption In Open Normative Multi-Agent Systems, Springer Verlag , 149, ISBN:978 331919637 4
Aida Mustapha, Teh Noranis Mohd. Aris, Sazlinah Hasan
(2009) Java Fundamentals, PRENTICE HALL , 1, ISBN:9789673490530
Book Chapters
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

YearDescriptionLevel
2008 Ahli Rakan Pembimbing Perkhidmatan Awam (AKRAB) Government

Supervision

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

Extension & Public Services

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

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