Staff Profile

Full Name	PROF. MADYA Ts. Dr. AIDA BINTI MUSTAPHA
Faculty	FAKULTI SAINS GUNAAN DAN TEKNOLOGI
Department	JABATAN MATEMATIK DAN STATISTIK
Email
Designation	DS54 - PROFESOR MADYA
	KETUA PUSAT PUSAT PENYELIDIKAN APLIKASI MATEMATIK BERKOMPUTER (CERCOM) FAKULTI SAINS GUNAAN DAN TEKNOLOGI

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.	Computational Linguistics
2.	Soft Computing
3.	Agent-based Systems

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
25/04/2021 -	Penyelidik Bersekutu Fakulti Sains Komputer dan Teknologi Maklumat, Center of Intelligent and Autonomous Systems (CIAS)
01/02/2021 - 31/01/2023	Ketua Pusat Fakulti Sains Gunaan dan Teknologi, Pusat Penyelidikan Aplikasi Matematik Berkomputer (CERCOM)
01/11/2019 - 30/06/2020	Timbalan Pengarah (Pengurusan Geran Penyelidikan) Pusat Pengurusan Penyelidikan
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
01/01/2019 - 31/12/2021	IEEE Computer Society Membership	Member	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
29/08/2014 - 31/12/9999	International Association Of Computer Science & Information Technology (IACSIT)	Ahli	Antarabangsa
09/09/2020 - 08/09/2021	Malaysia Board of Technologists (MBOT)	Teknologis Profesional	Kebangsaan
08/12/2018 - 31/12/9999	Malaysia Board of Technologists (MBOT)	Teknologis Berijazah	Kebangsaan
09/09/2019 - 08/09/2020	Malaysia Board of Technologists (MBOT)	Teknologis Profesional	Kebangsaan

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

Code	Title	Designation	End Date
K271	Integrating a New Feature-Fusion Deep Residual Generative Adversarial Network Model in YOLOv3 for Higher Accuracy Real-time Vehicle Detection under Malaysian Adverse Weather Conditions	Ketua	31/10/2023
K209	A Collaborative Multi-Nested Monte Carlo Simulation (CM-NMCS) for Dynamic and Distributed Risk Assessment Model in Malaysian Air Pollution	Ahli	30/11/2022
K344	An Automated Smart Recycle Bin (ASRB)	Ahli	30/11/2022
H786	A Collaborative Reinforcement Learning in Multi-Agent Texture Description Model for Improving Scanned Documents Authentication with Different Deformation Conditions	Ahli	14/11/2022
M051	Pembangunan Simulator Kenaikan Pangkat UTHM	Ahli	30/06/2022
M052	Kajian Persepsi Staf Akademik UTHM Terhadap Pelaksanaan LNPT dan Laluan Kerjaya yang Terbaru	Ahli	30/06/2022
K153	Conceptualizing and Detecting Cyberbullying Behaviors in Online Gaming Environment using Machine Learning Analysis	Ahli	31/05/2022
H868	RESEARCH AND INNOVATION IN CULTURE AND HERITAGE JOHOR (RICHER)	Ketua	14/03/2022
K213	An advanced text analysis of multi-label classification approach to improve labeling accuracy in Quranic verses classification problem	Ahli	28/02/2022
H508	Program : Characterization of Crystallized Sugar in Raw Stingless Bee Honey Projek : The Modelling and Forecasting of Raw Stingless Bee Honey Shelf-Life using Artificial Neural Network	Ahli	31/12/2021
H608	Pembangunan Sistem Pengurusan Penyelidikan, Penerbitan dan Kepakaran UTHM	Ahli	31/12/2021
K234	SENA - Model Based Testing (MBT) using Source Codes for Software Testing: A Case Study of Traffic Light System	Ahli	30/12/2021
K210	A Hybrid Approach for Fully Automated Software Requirement Specification Technique based on Multi-Agent Systems and Case-based Reasoning	Ahli	30/11/2021
K082	THE EFFECT OF HYDROLOGICAL ESTIMATION USING MACHINE LEARNING APPROACHES FOR WATER MANAGEMENT SYSTEM	Ahli	30/09/2021
K235	SENA: Multiple Data Fusion Architecture of Multiple Traffic Sensing Modalities for Improving the Performance of SENA Traffic Light Control Systems	Ahli	30/09/2021
G011	SUSTAINABLE PLATFORM CONTROLLER FOR STEP-COMPLIANT OPEN CNC SYSTEM	Ahli	31/07/2021
H367	A DYNAMIC BAYESIAN MODEL FOR PREDICTING FOOTBALL MATCHES BASED ON TEMPORAL DATA	Ketua	30/04/2021
H101	A Framework for Countering Measurement of Cyberbullying using Grounded Theory Method: A Malaysian Perspective	Ahli	31/12/2020
W004	Research Collaboration SMC-Telkom Phase 1	Ahli	30/09/2020
T003	Optimization of the modified membrane towards antifouling mechanism via second order back propagation method (Neural Network) (BPNN)	Ahli	31/08/2020
U926	An Enhanced Technique for Malay Language Speech Recognition Based on Different Ethnic Speakers	Ahli	31/05/2020
U898	Enhancing Quran Translation in Multilanguage using Indexed Referances with Fuzzy Logic	Ahli	29/02/2020
H379	EVALU8: Judging System for Innovation and Exhibitions	Ketua	31/01/2020
H335	Improved NFZ-WDA Model for Translation-based Steganography using Stylometric Approach	Ketua	31/12/2019
H336	An Improved Synonym Substitution-based Approach with Trigram Dependency Collocations	Ketua	31/12/2019
H372	An Agent-based Adaptive Model in Network Application Layer for Distributed Denial of Service and Flash Crowd Flooding Attacks Protection	Ketua	31/12/2019
U891	Design of Evaluation Procedures of Letter-based Technique Steganography in Text Domain	Ahli	30/11/2019
H004	Assessing Research and Innovation Component in Academic Performance Appraisal	Ketua	31/10/2019
U664	Development Of New Modules For Integrating RMS and SMPU	Ahli	30/09/2019
U436	Integrated Research Management System Towards Excellence In Managing Research And Innovation For Sustainable Development	Ketua	31/08/2019
U893	A Fuzzy Logic Control of an Automated Elderly Monitoring Multi-agent System	Ahli	31/08/2019
U894	Regression Testing of Object-Oriented Software Based On Program Slicing for White Box and Integration Testing	Ahli	31/08/2019
D004	A Multi-agent System Approach for Real-world Problem Solving Environment	Ketua	15/07/2019
1609	Advanced image analysis approach to improve labeling accuracy in image classification problem	Ahli	31/01/2019
1612	Improved Spatio-Temporal Data Modelling with Spiking Neural Network Methods for Environmental Event Prediction.	Ahli	31/01/2019
C061	Projek Humanoid Malaysia	Ahli	31/12/2018
1557	A New Blind Linguistic Steganalysis Model based on Stylometric Approach for Higher Accuracy in Stego Text Detection	Ketua	31/10/2018
B082	Celik Ibadah	Ahli	30/09/2018
U129	A Three-Tier Prediction Framework For Football Analystics Based on Bayesian Networks	Ketua	30/06/2017
1513	Dynamic bayesian networks for predicting number of goal scored based on player forms	Ketua	29/06/2017
U240	Development And Validation Of Assessment Rubrics For Computer Programming Courses	Ketua	31/01/2016

Publications

Book
Shahreen Kasim, Aida Mustapha, Hirulnizam Mahdin (2017) Selected Topics In Information Technology, UTHM , 1, ISBN:9789672110019
Aida Mustapha (2015) Trusting Norms: A Conceptual Norms Trust Framework For Norms Adoption In Open Normative Multi-Agent Systems, Springer Verlag , 149, ISBN:978 331919637 4
Aida Mustapha, Teh Noranis Mohd. Aris, Sazlinah Hasan (2009) Java Fundamentals, PRENTICE HALL , 1, ISBN:9789673490530
Book Chapters
Amir Zulhilmi, Salama A Mostafa, Bashar Ahmed Khalaf, Aida Mustapha, Siti Solehah Tenah (2021) A Comparison Of Three Machine Learning Algorithms In The Classification Of Network Intrusion, Communications In Computer And Information Science, Springer, Singapore , 313, ISBN:9789813368354
Salama A Mostafa, Abdullah S Alsobiae, Azizul Azhar Ramli, Aida Mustapha, Rabei Raad Ali (2020) A Fuzzy Logic Technique For Optimizing Follicular Units Measurement Of Hair Transplantation, In Advances In Intelligent Systems And Computing, Springer, Cham , 308, ISBN:9783030360566
Salama A Mostafa, Aida Mustapha, Azizul Azhar Ramli, Mohammed Ahmed Jubair, Mustafa Hamid Hassan, Ali Hashim Abbas (2020) Comparative Analysis To The Performance Of Three Mobile Ad-Hoc Network Routing Protocols In Time-Critical Events Of Search And Rescue Missions, Advances In Intelligent Systems And Computing, Springer, Cham , 117, ISBN:9783030510640
Rabei Raad Ali, Salama A Mostafa, Hairulnizam Mahdin, Aida Mustapha, Saraswathy Shamini Gunasekaran (2020) Incorporating The Markov Chain Model In Wbsn For Improving Patients? Remote Monitoring Systems, In Advances In Intelligent Systems And Computing, Springer, Cham , 35, ISBN:9783030360566
Umar Farooq Khattak, Aida Mustapha, Muhammad Yaseen, Muhammad Arif Shah, Asim Shahzad (2019) Enhancing Integrity Technique Using Distributed Query Operation, Recent Trends And Advances In Wireless And Iot-Enabled Networks, Springer , 139, ISBN:9783319999654
Salama A. Mostafa, Saraswathy Shamini Gunasekaran, Aida Mustapha, Mazin Abed Mohammed, Wafaa Mustafa Abduallah (2019) Modelling An Adjustable Autonomous Multi-Agent Internet Of Things System For Elderly Smart Home, Advances In Neuroergonomics And Cognitive Engineering, Springer Nature Switzerland , 301, ISBN:9783030204723
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
Bashar Ahmad Khalaf, Salama A Mostafa, Aida Mustapha, Mazin Abed Mohammed, Moamin A Mahmoud, Bander Ali Saleh Al-Rimy, Shukor Abd Razak, Mohamed Elhoseny, Adam Marks (2021) An Adaptive Protection Of Flooding Attacks Model For Complex Network Environments, SECURITY AND COMMUNICATION NETWORKS, HINDAWI , 4, 1, ISSN:19390114
Salama A. Mostafa, Aida Mustapha, Saraswathy Shamini Gunasekaran, Mohd Sharifuddin Ahmad, Mazin Abed Mohammed, Pritee Parwekar & Seifedine Kadry (2021) An Agent Architecture For Autonomous Uav Flight Control In Object Classification And Recognition Missions, SOFT COMPUTING, SPRINGER VERLAG , 2, 1, ISSN:14327643
Nur Najihah Shaaban, Norlida Hassan, Aida Mustapha, Salama A. Mostafa (2021) Comparative Performance Of Supervised Learning Algorithms For Flood Prediction In Kemaman, Terengganu, JOURNAL OF COMPUTER SCIENCE, SCIENCE PUBLICATIONS , 5, 451, ISSN:15526607
Shafiza Ariffin Kashinath, Salama A. Mostafa, Aida Mustapha, Hairulnizam Mahdin, David Lim, Moamin A. Mahmoud, Mazin Abed Mohammed, Bander Ali Saleh Al-rimy, Mohd Farhan Md Fudzee, and Tan Jhon Yang (2021) Review Of Data Fusion Methods For Real-Time And Multi-Sensor Traffic Flow Analysis, IEEE ACCESS, IEEE , 4, 51258, ISSN:21693536
Ammar Aminuddin, Mohd Zainuri Saringat, Salama A. Mostofa, Aida Mustapha, Mustafa Hamid Hassan (2020) A Case Study On B-Tree Database Indexing Technique, JOURNAL OF SOFT COMPUTING AND DATA MINING, UTHM , 3, 27, ISSN:2716-621
Salama A. Mostafa, Saraswathy Shamini Gunasekaran, Shihab Hamad Khaleefah, Aida Mustapha, Mohammed Ahmed Jubair, Mustafa Hamid Hassan (2020) A Fuzzy Case-Based Reasoning Model For Software Requirements Specifications Quality Assessment , INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY , 1, 2134, ISSN:20885334
Mustafa Hamid Hassan, Mohammed Ahmed Jubair, Salama A. Mostafa, Hazalila Kamaludin, Aida Mustapha, Mohd Farhan Md. Fudzee, Hairulnizam Mahdin (2020) A General Framework Of Genetic Multi-Agent Routing Protocol For Improving The Performance Of Manet Environment, IAES INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE, INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE , 6, 310, ISSN:20894872
Muhammad Yaseen, Aida Mustapha, Sidra Qureshi, Abdullah Khan and Atta Ur Rahman (2020) A Graph Based Approach To Prioritization Of Software Functional Requirements, INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND SOFTWARE ENGINEERING, DORMA TRADING , 3, 64, ISSN:24094285
Bala, I. B., Saringat, M. Z., Mustapha, A. (2020) A Hybrid Word Embedding Model Based On Admixture Of Poisson-Gamma Latent Dirichlet Allocation Model And Distributed Worddocument-Topic Representation, JOURNAL OF THEORETICAL AND APPLIED INFORMATION TECHNOLOGY, LITTLE LION SCIENTIFIC , 5, 1446, ISSN:19928645
Shihab Hamad Khaleefah, Ahmed Abdulbasit Hazeem, Cik Feresa Mohd Foozy, Mohamad Firdaus Ab Aziz, Salama A. Mostafa, Aida Mustapha and Ismail Taha Ahmed (2020) A Multimedia Courseware For Human Heart Anatomical And Functional Illustration, INTERNATIONAL JOURNAL OF ADVANCED TRENDS IN COMPUTER SCIENCE AND ENGINEERING, INTERNATIONAL JOURNAL OF ADVANCED TRENDS IN COMPUTER SCIENCE AND ENGINEERING , 11, 337, ISSN:22783091
Ahmad Alqurneh, Aida Mustapha, Nurfadhlina Mohd Sharef (2020) A Partitioning-Based Approach For Clustering Covid-19 Drugs And Co-Medication For Safe Use, INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING, UTHM , 6, 224, ISSN:2229838X
Salama A. Mostafa, Aida Mustapha, Mohd Sharifuddin Ahmad, Saraswathy Shamini Gunasekaran, Hairulnizam Mahdin, Mustafa Hamid Hassan, Mohammed Ahmed Jubair. (2020) A Real-Time Performance Assessment Model Of Autonomous Unmanned Aerial Vehicle In Indoor Environments, JOURNAL OF CRITICAL REVIEWS, INNOVARE ACADEMICS SCIENCES PVT. LTD , 7, 3859, ISSN:23945125
Jusoh S., Mustapha A., Ismail A., Din R. (2020) A Review Of Arabic Text Steganography: Past And Present, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE , 2, 1040, ISSN:25024752
Shihab Hamad Khaleefah, Salama A. Mostafa, Aida Mustapha, Noor Azah Samsudin Mohammad Faidzul Nasrudin2and Abdullah Baz (2020) A Survey On Local Binary Pattern And Gabor Filter As Texture Descriptors Of Smart Profiling Systems, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE (IAES) , 6, 1, ISSN:25024752
Norsyafeeqa Abdullah Syukor, Nurul Aswa Omar, Asliaty Atim, Aida Mustapha (2020) Aims-Giving (Zakat) Ontology In The Pillars Of Islam, INTERNATIONAL JOURNAL OF ADVANCED TRENDS IN COMPUTER SCIENCE AND ENGINEERING, WORLD ACADEMY OF RESEARCH IN SCIENCE AND ENGINEERING , 3, 529, ISSN:22783091
Lokman S.M., Mustapha A., Ismail A., Din R. (2020) Analysis Review On Linguistic Steganalysis, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE , 2, 950, ISSN:25024752
Ammar aminuddin, mohd zainuri saringat, salama a mostafa, aida mustapha, shihab hamad khaleefah. (2020) Analyzing The Effect Of Data Size Variation On The Performance Of B-Tree And Hash Map Indexing In Mysql And Postgresql Platforms, JOURNAL OF CRITICAL REVIEWS, INNOVARE ACADEMICS SCIENCES PVT. LTD , 7, 3848, ISSN:23945125
Hussein M Haglan, Salama A Mostafa, Noor Zuraidin Mohd Safar, Aida Mustapha, Mohd Zainuri Saringatb, Hosam Alhakami, Wajdi Alhakami (2020) Analyzing The Impact Of The Number Of Nodes On The Performance Of The Routing Protocols In Manet Environment, BULLETIN OF ELECTRICAL ENGINEERING AND INFORMATICS, INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE (IAES) , 8, 434, ISSN:20893191
Nuhu Yusuf, Mohd Amin Mohd Yunus, Norfaradilla Wahid, Aida Mustapha, Nazri Mohd Nawi, Noor Azah Samsudin (2020) Arabic Text Semantic-Based Query Expansion, INTERNATIONAL JOURNAL OF DATA MINING, MODELLING AND MANAGEMENT, INDERSCIENCE PUBLISHERS , 12, ISSN:17591171
Loh Eng Chuen, Shuhaida Ismail, Aida Mustapha (2020) Bitcoin Price Forecasting Using Different Artificial Neural Network And Training Algorithm, INTERNATIONAL JOURNAL OF ADVANCED TRENDS IN COMPUTER SCIENCE AND ENGINEERING, THE WORLD ACADEMY OF RESEARCH IN SCIENCE AND ENGINEERING , 2, 374, ISSN:22783091
Sarah Husham, Aida Mustapha, Salama A. Mostafa, Mohammed K. Al-Obaidi, Mazin Abed Mohammed, Alyaa Idrees Abdulmaged, S. Thomas George (2020) Comparative Analysis Between Active Contour And Otsu Thresholding Segmentation Algorithms In Segmenting Brain Tumor Magnetic Resonance Imaging, JOURNAL OF INFORMATION TECHNOLOGY MANAGEMENT, UNIVERSITY OF TEHRAN , 12, 46, ISSN:20085893
Mazwin Arleena Masngut, Shuhaida Ismail, Aida Mustapha, Suhaila Mohd Yasin (2020) Comparison Of Daily Rainfall Forecasting Using Multilayer Perceptron Neural Network Model, IAES INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE, UAD INSTITUTE OF SCIENTIFIC PUBLICATION AND PRESS (LPPI) , 9, 456, ISSN:22528938
Eng Chuen Loh, Shuhaida Ismail, Azme Khamis and Aida Mustapha (2020) Comparison Of Feedforward Neural Network With Different Training Algorithms For Bitcoin Price Forecasting, ASM SCIENCE JOURNAL , AKADEMI SAINS MALAYSIA , 4, 1, ISSN:18236782
Mohammed Ahmed Jubair, Mustafa Hamid Hassan, Salama A. Mostafa, Hairulnizam Mahdin, Aida Mustapha, Luqman Hanif Audah, Farooq Sijal Shaqwi, Ali Hashim Abbas (2020) Competitive Analysis Of Single And Multi-Path Routing Protocols In Manet, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE (IAES) , 7, 293, ISSN:25024752
Vinothini Kasinathan, Aida Mustapha, Marshella Hopman, Imran Medi (2020) Cpro: Chatterbot For Teaching C Programming, INTERNATIONAL JOURNAL OF MANAGEMENT, IAEME , 10, 1743, ISSN:09766502
Samuel Enseriban Belanda, Cik Feresa Mohd Foozy, Aida Mustapha, P. Siva Shamala Palaniapan, Zubaile Abdullah (2020) Detecting Botnet Attack In Internet Of Things (Iots) Environment By Using Machine Learning Technique: A Review, JOURNAL OF CRITICAL REVIEWS, JOURNAL OF CRITICAL REVIEWS , 7, 1324, ISSN:2394-512
Mohammed Ahmed Jubair, Salama A. Mostafa, Aida Mustapha, Mohamad Aizi Salamat,Mustafa Hamid Hassan. (2020) Digging Deeper Into Quality Assessment Of Software Requirement Specifications, JOURNAL OF CRITICAL REVIEWS, INNOVARE ACADEMICS SCIENCES PVT. LTD , 7, 3869, ISSN:23945125
Nor Hazana Abdullah, Aida Mustapha, Eta Wahab, Mohad Khairul Ahmad, Ruzairi Abdul Rahim (2020) Does Academics' Workload Affect Research Performance?, INTERNATIONAL JOURNAL OF SCIENTIFIC & TECHNOLOGY RESEARCH, INTERNATIONAL JOURNAL OF SCIENTIFIC & TECHNOLOGY RESEARCH , 2, 5840, ISSN:22778616
Muhammad Yaseen, Aida Mustapha, Noraini Ibrahim, Umar Farooq (2020) Effective Requirement Elicitation Process Using Developed Open Source Software Systems, INTERNATIONAL JOURNAL OF ADVANCED TRENDS IN COMPUTER SCIENCE AND ENGINEERING, WARSE , 1, 542, ISSN:22783091
Muhammad Yaseen, Aida Mustapha, Noraini Ibrahim, Umar Farooq (2020) Effective Requirement Elicitation Process Using Developed Open Source Software Systems, INTERNATIONAL JOURNAL OF ADVANCED TRENDS IN COMPUTER SCIENCE AND ENGINEERING, WARSE , 1, 542, ISSN:22783091
Vinothini Kasinathan, Aida Mustapha, Ainini Sofea Zairul Anuar, Emily Chu Mun Lim (2020) Flow: Intelligent Flood Aid Chatbot As Virtual Flood Assistant, INTERNATIONAL JOURNAL OF MANAGEMENT, IAEME , 10, 1749, ISSN:09766502
AzrelAiman Azeman, Aida Mustapha, Salama A Mostafa, Samah W.G. AbuSalim, Mohammed Ahmed Jubair and Mustafa Hamid Hassan (2020) Football Match Outcome Prediction By Applying Three Machine Learning Algorithms, INTERNATIONAL JOURNAL OF EMERGING TRENDS IN ENGINEERING RESEARCH, WORLD ACADEMY OF RESEARCH IN SCIENCE AND ENGINEERING , 10, 73, ISSN:23473983
Wan Nur Hawa Fatihah Wan Zurey, Shuhaida Ismail, Aida Mustapha (2020) Forecasting Accuracy: A Comparative Study Between Artificial Neural Network And Autoregressive Model For Streamflow, IAES INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE (IJ-AI), UAD INSTITUTE OF SCIENTIFIC PUBLICATION AND PRESS (LPPI) , 9, 464, ISSN:22528938
Vinothini Kasinathan, Akansha Mandhana, Aida Mustapha, Nur Sarah Adha Adam (2020) How Logical And Mathematical Games Treat Patients And Adults Suffering From Dementia, INTERNATIONAL JOURNAL OF CURRENT RESEARCH AND REVIEW, RADIANCE RESEARCH ACADEMY , 9, 9, ISSN:22312196
Darvishy, A., Ibrahim, H., Sidi, F., Mustapha, A. (2020) Hypner: A Hybrid Approach For Personalized News Recommendation, IEEE ACCESS, IEEE , 3, 46877, ISSN:2169-353
Muhammad Yaseen, Aida Mustapha, Atta Ur Rahman, Sadiq Khan, Wajid Kamal (2020) Importance Of Requirements Prioritization In Parallel Developing Software Projects, INTERNATIONAL JOURNAL OF COMPUTER SCIENCE ENGINEERING, KEJA PUBLICATIONS , 3, 171, ISSN:23197323
Ong Huey Fang, Norwati Mustapha, Hazlina Hamdan, Rozita Rosli, Aida Mustapha (2020) Informative Top-K Class Associative Rule For Cancer Biomarker Discovery On Microarray Data, EXPERT SYSTEMS WITH APPLICATIONS, ELSEVIER , 5, 1, ISSN:09574174
Nazim Razali, Shuhaida Ismail, Aida Mustapha (2020) Machine Learning Approach For Flood Risks Prediction, IAES INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE (IJ-AI), UAD INSTITUTE OF SCIENTIFIC PUBLICATION AND PRESS (LPPI) , 3, 73, ISSN:22528938
Aida Mustapha, Salama A. Mostafa, Marwan Hamid Hassan, Mohammed Ahmed Jubair, Shihab Hamad Khaleefah and Mustafa Hamid Hassan (2020) Machine Learning Supervised Analysis For Enhancing Incident Management Process, INTERNATIONAL JOURNAL OF EMERGING TRENDS IN ENGINEERING RESEARCH, WORLD ACADEMY OF RESEARCH IN SCIENCE AND ENGINEERING , 10, 199, ISSN:23473983
Marwan Hamid Hassan, Salama A Mostafa, Hairulnizam Mahdin, Aida Mustapha, Azizul Azhar Ramli, Mustafa Hamid Hassan, Mohammed Ahmed Jubair (2020) Mobile Ad-Hoc Network Routing Protocols Of Time-Critical Events For Search And Rescue Missions, BULLETIN OF ELECTRICAL ENGINEERING AND INFORMATICS, INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE (IAES) , 8, 192, ISSN:20893191
Aafaq Zahid, Nurfadhlina Mohd Sharef, Aida Mustapha (2020) Normalization Based Neighborhood Model For Cold Start Problem In Recommendation System, THE INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, ZARQA PRIVATE UNIVERSITY , 5, 281, ISSN:23094524
Vinothini Kasinathan, Aida Mustapha, Choo Jun Yip (2020) Otowik: Wikis To Maps, INTERNATIONAL JOURNAL OF MANAGEMENT, IAEME , 10, 1735, ISSN:09766502
Firas Shihab Ahmed, Norwati Mustapha, Aida Mustapha, Mohsen Kakavand, Cik Feresa Mohd Foozy (2020) Preliminary Analysis Of Malware Detection In Opcode Sequences Within Iot Environment, JOURNAL OF COMPUTER SCIENCE, SCIENCE PUBLICATIONS , 10, 1306, ISSN:15493636
Muhammad Yaseen, Aida Mustapha, Noraini Ibrahim (2020) Prioritization Of Software Functional Requirements From Developers Perspective , INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, THE SCIENCE AND INFORMATION ORGANIZATION , 9, 210, ISSN:21565570
Muhammad Yaseen, Aida Mustapha, Mohamad Aizi Salamat, Noraini Ibrahim (2020) Prioritization Of Software Functional Requirements: A Novel Approach Using Ahp And Spanning Tree, INTERNATIONAL JOURNAL OF ADVANCED TRENDS IN COMPUTER SCIENCE AND ENGINEERING, WORLD ACADEMY OF RESEARCH IN SCIENCE AND ENGINEERING , 3, 51, ISSN:22783091
Rizalina Mohd Radwan, Aida Mustapha, Badariah Abdollah (2020) Ramalan Prestasi Akhir Pelajar Melalui Kaedah Perlombongan Data, ASIAN JOURNAL OF CIVILIZATIONAL STUDIES, UNIVERSITI SULTAN ZAINAL ABIDIN (UNISZA) , 12, 1, ISSN:26828022
Shihab Hamad Khaleefah, Salama A. Mostafa, Aida Mustapha and Mohammad Faidzul Nasrudin (2020) Review Of Different Strategies For Coordinative Planning Of Multi-Agent Systems, INTERNATIONAL JOURNAL OF ADVANCED TRENDS IN COMPUTER SCIENCE AND ENGINEERING, INTERNATIONAL JOURNAL OF ADVANCED TRENDS IN COMPUTER SCIENCE AND ENGINEERING , 11, 211, ISSN:22783091
Shihab Hamad Khaleefah, Salama A. Mostafa, Aida Mustapha, Mohammad Faidzul Nasrudin (2020) Review Of Local Binary Pattern Operators In Image Feature Extraction, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE (IAES) , 7, 23, ISSN:25024760
Rostam Sadiqi, Mohd Zainuri Saringat, Aida Mustapha, Salama A Mostafa (2020) Sequential And Recursive Structure Searching Algorithms For Arabic And English Texts, INTERNATIONAL JOURNAL OF EMERGING TRENDS IN ENGINEERING RESEARCH, WORLD ACADEMY OF RESEARCH IN SCIENCE AND ENGINEERING , 10, 62 , ISSN:23473983
Salama A. Mostafa, Aida Mustapha, Palaniappan Shamala, Omar Ibrahim Obaid, Bashar Ahmed Khalaf (2020) Social Networking Mobile Apps Framework For Organizing And Facilitating Charitable And Voluntary Activities In Malaysia, BULLETIN OF ELECTRICAL ENGINEERING AND INFORMATICS, BULLETIN OF ELECTRICAL ENGINEERING AND INFORMATICS , 4, 830, ISSN:23029285
Vinothini Kasinathan, Aida Mustapha, Mohamad Firdaus Che Abdul Rani, Salama A. Mostafa (2020) The Role Of Chatterbots In Enhancing Tourism: A Case Study Of Penang Tourism Spots, IAES INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE, IAES , 12, 569, ISSN:22528938
Mohd Amin Mohd Yunus, Mohd Najib Mohd Salleh, Muharman Lubis, Nurul Aswa Omar, Aida Mustapha (2020) Translating Quran Verses Result Using Indexed References, ACADEMIA OF INFORMATION COMPUTING RESEARCH, EXCELLIGENT ACADEMIA , 5, 10, ISSN:27166465
Vinothini Kasinathan, Aida Mustapha, Kerk Liew Ming Hong, Liew Wai Han, Harvey Khoo Boon Hui (2020) Typhoon Assistant Chatterbot (Tac): Managing Natural Disaster, INTERNATIONAL JOURNAL OF MANAGEMENT, IAEME , 10, 1728, ISSN:09766502
Nur Adilah Mohd, Salama A. Mostafa, Aida Mustapha, Azizul Azhar Ramli, Mazin Abed Mohammed, Nallapaneni Manoj Kumar (2020) Vehicles Counting From Video Stream For Automatic Traffic Flow Analysis Systems, INTERNATIONAL JOURNAL OF EMERGING TRENDS IN ENGINEERING RESEARCH, WORLD ACADEMY OF RESEARCH IN SCIENCE AND ENGINEERING , 10, 142, ISSN:23473983
Nazim Razali, Aida Mustapha, Muhaini Othman (2019) A Bayesian Networks Model For Football Matches Result Based On Player Performance, JOURNAL OF ADVANCED RESEARCH IN DYNAMICAL AND CONTROL SYSTEMS, Institute of Advanced Scientific Research , 5, 827, ISSN:1943023X
Asghar Darvishy, Hamidah Ibrahim, Fatimah Sidi, Aida Mustapha (2019) A Customized Non-Exclusive Clustering Algorithm For News Recommendation Systems, JOURNAL OF UNIVERSITY OF BABYLON FOR PURE AND APPLIED SCIENCES, University of Babylon , 4, 368, ISSN:23128135
Salama A. Mostafa, Saraswathy Shamini Gunasekaran, Shihab Hamad Khaleefah, Aida Mustapha, Mohammed Ahmed Jubair, Mustafa Hamid Hassan (2019) A Fuzzy Case-Based Reasoning Model For Software Requirements Specifications Quality Assessment , INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY, INDONESIAN SOCIETY FOR KNOWLEDGE AND HUMAN DEVELOPMENT , 1, 2134, ISSN:20885334
Rui L.T., Afif Z.A., Saedudin R.D.R., Mustapha A., Razali N. (2019) A Regression Approach For Prediction Of Youtube Views, BULLETIN OF ELECTRICAL ENGINEERING AND INFORMATICS, INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE , 12, 1502, ISSN:20893191
Farooq U., Aman H., Mustapha A., Saringat Z. (2019) A Review Of Object-Oriented Approach For Test Case Prioritization, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE , 10, 429, ISSN:25024752
Nazim Razali, Aida Mustapha, Kamaruzaman Soeed, Muhaini Othman (2019) A Review Of Sports Analytics On Malaysia Super League (Msl), JOURNAL OF ADVANCED RESEARCH IN DYNAMICAL AND CONTROL SYSTEMS, Institute of Advanced Scientific Research , 5, 820, ISSN:1943023X
Bashar Ahmed Khalaf, Salama A. Mostafa, Aida Mustapha, Azizan Ismail, Moamin A Mahmoud, Mohammed Ahmed Jubair, Mustafa Hamid Hassan (2019) A Simulation Study Of Syn Flood Attack In Cloud Computing Environment, UNIVERSIDAD AUSTRAL DE CHILE, Universidad Austral de Chile , 9, 188, ISSN:07187262
Mustafa Hamid Hassan, Salama A. Mostafa, Aida Mustapha, Mohd Zainuri Saringat, Rozanawati Darman, Mohammed Ahmed Jubair (2019) A Statistical Risk Assessment Method Of Dynamic Environments: A Case Study Of Air Pollution, UNIVERSIDAD AUSTRAL DE CHILE, Universidad Austral de Chile , 9, 208, ISSN:07187262
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
Asnorul Bari?ah Mosman, Salama A. Mostafa, Aida Mustapha, Mohd Zainuri Saringat, Hannani Aman, Mazin Abed Mohammed, Mohammed Ahmed Jubair, Mustafa Hamid Hassan, Dheyaa Ahmed Ibrahim (2019) An Automated Attendance Management Method For Football Stadium Attendance Systems, UNIVERSIDAD AUSTRAL DE CHILE, Universidad Austral de Chile , 9, 51, ISSN:07187262
Shahidatul Nadhirah Mansor , Salama A. Mostafa , Rozanawati Darman , Aida Mustapha , Mohammed Ahmed Jubair , Mustafa Hamid Hassan , Mazin Abed Mohammed (2019) An Emotional Agent Approach For Online Customer Satisfaction Surveys Analysis , INTERNATIONAL JOURNAL OF ENGINEERING & TECHNOLOGY, Science Publishing Corporation , 1, 227, ISSN:09754024
Rabei Raad Ali, Salama A. Mostafa, Aida Mustapha, Mazin Abed Mohammed, Hairulnizam Mahdin, Mohamed Doheir, Dheyaa Ahmed Ibrahim, Hannani Aman, Eko Hari Rachmaw (2019) Analyzing The Effectiveness Of Smartphone Applications On Disease Management And Healthcare Systems, UNIVERSIDAD AUSTRAL DE CHILE, Universidad Austral de Chile , 9, 303, ISSN:07187262
Eng Chuen Loh1, Shuhaida binti Ismail, Aida Mustafa, Shazlyn Milleanna Shaharudin (2019) Application Of Discrete Wavelet Transformation With Artificial Neural Network In Kelantan Water Level Prediction, JOURNAL OF ADVANCED RESEARCH IN DYNAMICAL AND CONTROL SYSTEMS, JOURNAL OF ADVANCED RESEARCH IN DYNAMICAL AND CONTROL SYSTEMS , 11, 82, ISSN:1943023X
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
Adeleke A., Samsudin N., Mustapha A., Ahmad Khalid S. (2019) Automating Quranic Verses Labeling Using Machine Learning Approach, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE , 3, 925, ISSN:25024752
Jubair, M. A. , Mostafa, S. A., Muniyandi R. C., Mahdin, H., Mustapha, A., Hassan, M. H., Mahmoud, M. A., Al-Jawhar, Y. A., Al-Khaleefa, A. S., and Mahmood, A. J. (2019) Bat Optimized Link State Routing Protocol For Energy-Aware Mobile Ad-Hoc Networks, SYMMETRY, Multidisciplinary Digital Publishing Institute (MDPI) , 11, 1, ISSN:20738994
Kasinathan V., Mustapha A., Yee H.C. (2019) Codecube: Active Learning For Stem, INTERNATIONAL JOURNAL OF ADVANCED TRENDS IN COMPUTER SCIENCE AND ENGINEERING, WORLD ACADEMY OF RESEARCH IN SCIENCE AND ENGINEERING , 6, 293, ISSN:22783091
Saringat Z., Mustapha A., Saedudin R.D.R., Samsudin N.A. (2019) Comparative Analysis Of Classification Algorithms For Chronic Kidney Disease Diagnosis, BULLETIN OF ELECTRICAL ENGINEERING AND INFORMATICS, INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE , 12, 1496, ISSN:20893191
Wan Nor Liyana Wan Hassan Ibeni, Mohd Zaki Mohd Salikon, Aida Mustapha, Saiful Adli Daud, Mohd Najib Mohd Salleh (2019) Comparative Analysis On Bayesian Classification For Breast Cancer Problem, BULLETIN OF ELECTRICAL ENGINEERING AND INFORMATICS, BEEI , 1303, ISSN:23029285
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
Abdullah I. M. Alabdullah, Salama A. Mostafa, Mazin Abed Mohammed, Aida Mustapha, Azizul Azhar Ramli, Mohammed Ahmed Jubair, Mustafa Hamid Hassan, Azizan Ismail, Dheyaa Ahmed Ibrahim (2019) Focal Length Measurement Application For Electrostatic Immersion Lenses Approximations, UNIVERSIDAD AUSTRAL DE CHILE, Universidad Austral de Chile , 9, 199, ISSN:07187262
Mohammed Ahmed Jubair, Salama A. Mostafa, Aida Mustapha, Hannani Aman, Mustafa Hamid Hassan (2019) Fully Automated Quality Assessment Metrics For Software Requirement Specifications, UNIVERSIDAD AUSTRAL DE CHILE, Universidad Austral de Chile , 9, 177, ISSN:07187262
Kasinathan V., Mustapha A., Fu C.K., Rani M.F.C.A., Manikam S. (2019) Gamification Concept For Encouraging Lecture Attendance, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE , 10, 482, ISSN:25024752
Kasinathan V., Mustapha A., Tong T.S., Rani M.F.C.A., Rahman N.A.A. (2019) Heartbeats: Music Recommendation System With Fuzzy Inference Engine, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE , 10, 275, ISSN:25024752
Yaseen M., Mustapha A., Ibrahim N. (2019) Minimizing Inter-Dependency Issues Of Requirements In Parallel Developing Software Projects With Ahp, COMPUSOFT, NATIONAL INSTITUTE OF SCIENCE COMMUNICATION AND INFORMATION RESOURCES (NISCAIR) , 8, 3317, ISSN:23200790
Mohsen Kakavand, Aida Mustapha, Zhiyuan Tan, Sepideh Foroozan Yazdani, Lingges Arulsamy (2019) O-Adpi: Online Adaptive Deep-Packet Inspector Using Mahalanobis Distance Map For Web Service Attacks Classification, IEEE ACCESS, IEEE , 11, 167141, ISSN:21693536
Yaseen M., Mustapha A., Ibrahim N. (2019) Prioritization Of Software Functional Requirements: Spanning Tree Based Approach, INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, SCIENCE AND INFORMATION ORGANIZATION , 7, 489, ISSN:2158107X
Y. A. Jawhar, K. N. Ramli, A. Mustapha, S. A. Mostafa, N. S. Mohd Shah and M. A. Taher (2019) Reducing Papr With Low Complexity For 4g And 5g Waveform Designs, IEEE ACCESS, IEEE , 8, 97673, ISSN:21693536
Muhammad Yaseen, Noraini Ibrahim, Aida Mustapha (2019) Requirements Prioritization And Using Iteration Model For Successful Implementation Of Requirements, REQUIREMENTS PRIORITIZATION AND USING ITERATION MODEL FOR SUCCESSFUL IMPLEMENTATION OF REQUIREMENTS, The Science and Information Organization , 1, 121, ISSN:21565570
Shihab Hamad Khaleefah, Salama A Mostafa, Aida Mustapha, Mohammad Faidzul Nasrudin (2019) The Ideal Effect Of Gabor Filters And Uniform Local Binary Pattern Combinations On Deformed Scanned Paper Images, JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, ELSEVIER , 8, 1, ISSN:13191578
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
Mazniha Berahim, Noor Azah Samsudin, Aida Mustapha, Shelena Soosay Nathan (2018) Multi-Instance Image Classification For Cancer Diagnosis Using Statistical Mapping Support Vector Machine, INTERNATIONAL JOURNAL OF ENGINEERING AND TECHNOLOGY, SCIENCE PUBLISHING CORPORATION , 12, 1174, ISSN:2227-524
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
Mohammed Ahmed Jubair, Shihab Hamad Khaleefah, Avon Budiyono, Salama A. Mostafa, Aida Mustapha (2018) Performance Evaluation Of Aodv And Olsr Routing Protocols In Manet Environment, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE ENGINEERING INFORMATION TECHNOLOGY, INSIGHT - Indonesian Society for Knowledge and Human Development , 7, 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
Azim Muhammad Fahmi; Noor Azah Samsudin; Aida Mustapha; Nazim Razali; Shamsul Kamal Ahmad Khalid (2018) Regression Based Analysis For Bitcoin Prediction, INTERNATIONAL JOURNAL OF ENGINEERING & TECHNOLOGY, Science Publishing Company , 12, 1070, ISSN:2227524X
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
Paul Inuwa Dalatu, Anwar Fitrianto, Aida Mustapha (2017) Hybrid Distance Functions For K-Means Clustering Algorithms, STATISTICAL JOURNAL OF THE IAOS, IOS PRESS , 11, 989, ISSN:18747655
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:-
Sharef N.M., Martin T., Kasmiran K.A., Mustapha A., Sulaiman M.N., Azmi-Murad M.A. (2015) A Comparative Study Of Evolving Fuzzy Grammar And Machine Learning Techniques For Text Categorization, SOFT COMPUTING, SPRINGER VERLAG , 6, 1701, ISSN:14327643
Hamid N.H.A., Ahmad M.S., Ahmad A., Mustapha A. (2015) A Norm Trust Framework For Norms Adoption In Normative Multi-Agent Systems, JURNAL TEKNOLOGI, PENERBIT UTM PRESS , 10, 7, ISSN:01279696
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
Kakavand M., Mustapha N., Mustapha A., Abdullah M.T., Riahi H. (2015) A Survey Of Anomaly Detection Using Data Mining Methods For Hypertext Transfer Protocol Web Services, JOURNAL OF COMPUTER SCIENCE, SCIENCE PUBLICATIONS , 1, 89, ISSN:15493636
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
Alqurneh A., Mustapha A. (2014) Bayesian Network Model For Oath Statement Retrieval: A Case Study In Quranic Text Using Machine Learning Techniques, INTERNATIONAL REVIEW ON COMPUTERS AND SOFTWARE, PRAISE WORTHY PRIZE , 5, 757, ISSN:18286003
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
Media Digital
Aida Mustapha (2020) Java | Abstract Class And Interface, UTHM , ISBN:-
Aida Mustapha (2020) Java | Android N Ide, UTHM , ISBN:-
Aida Mustapha (2020) Java | Constructor Chaining, UTHM , ISBN:-
Aida Mustapha (2020) Java | Exceptions, UTHM , ISBN:-
Aida Mustapha (2020) Java | Formatting Console Output, UTHM , ISBN:-
Aida Mustapha (2020) Java | Input File Output, UTHM , ISBN:-
Aida Mustapha (2020) Java | Salary Revisited: Encapsulation, UTHM , ISBN:-
Aida Mustapha (2020) Java | Salary Revisited: Gui, UTHM , ISBN:-
Aida Mustapha (2020) Java | Salary Revisited: Inheritance, UTHM , ISBN:-
Aida Mustapha (2020) Java | Salary Revisited: Joptionpane() Class, UTHM , ISBN:-
Aida Mustapha (2020) Java | Salary Revisited: Methods, UTHM , ISBN:-
Aida Mustapha (2020) Java | Salary Revisited: Object-Oriented Approach, UTHM , ISBN:-
Aida Mustapha (2020) Java | Salary Revisited: Tostring() Method, UTHM , ISBN:-
Aida Mustapha (2020) Java | The Account Class, UTHM , ISBN:-
Aida Mustapha (2020) Java | The Salary Problem, UTHM , ISBN:-
Aida Mustapha (2020) Java | Tracing Inheritance And Polymorphism, UTHM , ISBN:-
Aida Mustapha (2020) Java | Tracing: More Constructor Chaining, UTHM , ISBN:-
Azli Nawawi, Noor Azizah Sidek, Aida Mustapha (2019) Screencasting Course By Ap Dr Aida Mustapha, Youtube , ISBN:-
Prosiding / Seminar
Nur Ain Syahira Zaidi, Aida Mustapha, Salama A. Mostafa, Muhammad Nazim Razali (2020) A Classification Approach For Crime Prediction, SPRINGER , 68, ISBN:9783030387518
Nazim Razali, Aida Mustapha, Mohd Helmy Abd Wahab, Salama A Mostafa, Siti Khadijah Rostam (2020) A Data Mining Approach To Prediction Of Liver Diseases, IOP PUBLISHING , 1, ISBN:17426596
Mohsen Kakavand, Lingges Arulsamy, Aida Mustapha, Mohammad Dabbagh (2020) A Novel Crypto-Ransomware Family Classification Based On Horizontal Feature Simplification, SPRINGER , 3, ISBN:9789811544088
Agus Kristiyanto, Yudik Prasetyo, Kukuh Wahyudin Pratama, Manil Karakauki, Aida Mustapha and Syed Zulkarnain Syed Idrus (2020) Access To The Utilization Of Science And Technology Of Sports And Familiarity Of The Sports Community Towards Technologically Based Devices, IOP PUBLISHING , 1, ISBN:17426596
Nazim Razali , Aida Mustapha , Syed Zulkarnain Syed Idrus , Mohd Helmy Abd Wahab , Siti Aida Fatimah Madon (2020) Analyzing Diabetic Data Using Classification, IOP PUBLISHING , 1, ISBN:17426596
Mohammed Abbas Algburi, Aida Mustapha, Salama A. Mostafa, Mohd. Zainuri Saringat (2020) Comparative Analysis For Arabic Sentiment Classification, SPRINGER , 271, ISBN:9783030387518
Siti Aida Fatimah Madon, Aida Mustapha, Mohd Zainuri Saringat, Mohd Helmy Abd Wahab, Syed Zulkarnain Syed Idrus (2020) Comparative Experiments For Classification Of Diabetes Mellitus, IOP PUBLISHING , 1, ISBN:17578981
Ainin Mardhiah Ishak, Aida Mustapha, Syed Zulkarnain Syed Idrus, Mohd Helmy Abd Wahab and Salama A Mostafa (2020) Correlation Impact By Random Forest Towards Prediction Of Phishing Website, IOP PUBLISHING , 1, ISBN:17578981
LeeJo Xian,Shuhaida Ismail, Aida Mustapha, Mohd Helmy Abd Wahab, Syed Zulkarnain Syed Idrus (2020) Crude Oil Price Forecasting Using Hybrid Support Vector Machine, IOP PUBLISHING LTD. , 1, ISBN:17578981
Siti Nur Mahfuzah Mohd Nafi, Aida Mustapha, Salama A. Mostafa, Shihab Hamad Khaleefah, Muhammad Nazim Razali (2020) Experimenting Two Machine Learning Methods In Classifying River Water Quality, SPRINGER , 213, ISBN:9783030387518
Panggung Sutapa, Yudik Prasetyo, Kukuh Wahyudin Pratama, Manil Karakauki, Aida Mustapha, Syed Zulkarnain Syed Idrus (2020) Motor Development Index (Mdi) Based On Combination Of Human Development Index (Hdi) And Sport Development Index (Sdi) As A Success Parameter Of Motor Development Among Preschool Children: An Observational Study, IOP PUBLISHING , 1, ISBN:17426596
Nazim Razali, Salama A Mostafa, Aida Mustapha, Mohd Helmy Abd Wahab, Nurul Atieqah Ibrahim (2020) Risk Factors Of Cervical Cancer Using Classification In Data Mining, IOP , 1, ISBN:17426596
Vinothini Kasinathan, Aida Mustapha, Hui Shan Hew, Vazeerudeen Abdul Hamed (2020) Sign Language Translation System Using Convolutional Neural Networks Approach, SPRINGER , 161, ISBN:9789811573088
Lai Jing Jong, Shuhaida Ismail, Aida Mustapha ,Mohd Helmy Abd Wahab, Syed Zulkarnain Syed Idrus (2020) The Combination Of Autoregressive Integrated Movingaverage (Arima) And Support Vector Machines (Svm) For Daily Rubber Price Forecasting, IOP PUBLISHING LTD. , 1, ISBN:17578981
Ahmad Nasrulloh, Yudik Prasetyo, Sigit Nugroho, Rina Yuniana, Kukuh Wahyudin Pratama, Aida Mustapha, Syed Zulkarnain Syed Idrus (2020) Tricet Method To Increase The Hypertrophy Muscle, IOP PUBLISHING , 1, ISBN:17426596
Muhammad Yaseen. Aida Mustapha. Noraini Ibrahim (2019) An Approach For Managing Large-Sized Software Requirements During Prioritization, IEEE , 98, ISBN:9781538666661
Vinothini Kasinathan, Aida Mustapha, Mohamad Firdaus Che Abdul Rani (2019) Otowik: Mining Text From Wikis To Mind Maps, LTEC , 23, ISBN:18650929
Ahmad Amni Johari ,Mohd Helmy Abd Wahab, Aida Mustapha (2019) Two-Class Classification: Comparative Experiments For Chronic Kidney Disease, IEEE , 789, ISBN:19454876
Salama A. Mostafa, Ahmed Abdulbasit Hazeem, Shihab Hamad Khaleefah, Aida Mustapha, Rozanawati Darman (2018) A Collaborative Multi-Agent System For Oil Palm Pests And Diseases Global Situation Awareness, SPRINGER, CHAM , 763, ISBN:9783030026851
AIDA MUSTAPHA (2018) A Comparative Study Of Data Mining Techniques On Football Match Prediction, IOP PUBLISHING , 1, ISBN:17426588
Mostafa S.A., Darman R., Khaleefah S.H., Mustapha A., Abdullah N., Hafit H. (2018) A General Framework For Formulating Adjustable Autonomy Of Multi-Agent Systems By Fuzzy Logic, SPRINGER SCIENCE AND BUSINESS MEDIA DEUTSCHLAND GMBH , 23, ISBN:9783319920306
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
Liang Chee Liang; Noor Azah Samsudin; Aida Mustapha; Mohd Helmy Abd Wahab (2018) Getting Places On Time: Smart Map Orientation Guide, IEEE , 198, ISBN:9781538638
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
Mohamad Fahim Mohamed Nasir, Suriawati Suparjoh, Nazim Razali & Aida Mustapha (2018) P-Soccer: Soccer Games Application Using Kinect, IOP PUBLISHING , 1, ISBN:17426588
Shuhaida Ismail, Nik Intan Areena Nik Azlan, Aida Mustapha (2018) Prediction Of Alcohol Consumption Among Portuguese Secondary School Students: A Data Mining Approach, INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS INC. , 383, ISBN:9781538635278
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
Vinothini Kasinathan, Aida Mustapha, Imran Medi (2017) Adaptive Learning System For Higher Learning, IEEE , 960, ISBN:9781509063321
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
Ali Marstawi, Nurfadhlina Mohd. Sharef, Teh Noranis Mohd. Aris, Aida Mustapha (2017) Ontology-Based Aspect Extraction For An Improved Sentiment Analysis In Summarization Of Product Reviews, ACM , 100, ISBN:9781450348164
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
Salama A. Mostafa, Mohd Sharifuddin Ahmad, Azhana Ahmad, Muthukkaruppan Annamalai, Saraswathy Shamini Gunasekaran (2014) Defining Tasks And Actions Complexity-Levels Via Their Deliberation Intensity Measures In The Layered Adjustable Autonomy Model, IEEE , 53, ISBN:9781479929474
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

Courses & Training

Year	Description Organiser / Venue	Date
2021	DA-100: ANALYZING DATA WITH MICROSOFT POWER BI (VILT) LAIN-LAIN / Online	21/06/2021 - 24/06/2021
2021	KURSUS OPEN JOURNAL SYSTEM (OJS) BAGI JURNAL & PROSIDING BIL 1/2021 UTHM / MAKMAL KOMPUTER BLOK L, ARAS BAWAH, PTTA	11/04/2021
2021	KURSUS PEMBANGUNAN MOOC SIRI 2/2021 UTHM / Secara dalam talian: Zoom Meeting	11/04/2021
2021	BENGKEL INPUTAN PLATFORM RESOURCE SPACE CRISIS UTHM / BILIK PENCARIAN MAKLUMAT, ARAS 2, PERPUSTAKAAN TUNKU TUN AMINAH	03/03/2021
2021	WEBINAR TAKLIMAT BERKAITAN PERMOHONAN GERAN TUBITAK-MIGHT UTHM / GOOGLE MEET	25/01/2021
2021	JERAYAWARA KRITERIA BAHARU PENILAIAN PRESTASI TAHUNAN & KENAIKAN PANGKAT STAF AKADEMIK UTHM BERSAMA FAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT UTHM / GOOGLE MEET	05/01/2021
2020	PROGRAM INSPIRED EDUCATOR FAST BERSAMA PMTS. DR. NOOR AZURA AWANG UTHM / -	29/09/2020
2020	TAKLIMAT MALAYSIA RESEARCH ASSESSMENT (MYRA) FAST UTHM / GOOGLE MEET	17/09/2020
2020	SHARING TALK ON WINNING AWARD : MOTIVATION UTHM / GOOGLE MEET	27/08/2020
2020	MANAGING JOURNAL TOWARDS SCOPUS AND ISI INDEXING UTHM / -	05/08/2020
2020	OPEN JOURNAL SYSTEM (OJS) UTHM / -	27/07/2020
2020	TAKLIMAT BIDANG TUJAHAN FAST DIBAWAH PUSAT PENYELIDIKAN UTHM / -	26/07/2020
2020	KURSUS PENANAMAN, PENYENGGARAAN DAN PENJAGAAN POKOK PEJABAT PENDAFTAR,UTHM / BILIK LATIHAN SERI TERATAI	02/07/2020
2020	KURSUS FUN ONLINE CLASSROOM WITH QUIZIZZ (LIVE SESSION) UTHM / -	23/06/2020
2020	ROADSHOW PUSAT PENGURUSAN PENYELIDIKAN (RMC) DAN TAKLIMAT KTP CSR FKAAB UTHM / -	05/03/2020
2020	BENGKEL SMART CAMPUS UTHM UTHM / LACRISTA HOTEL, MELAKA	27/02/2020 - 29/02/2020
2020	PRA BENGKEL SMART CAMPUS UTHM UTHM / UTHM	03/02/2020
2020	RESEARCH DATA MANAGEMENT UTHM / BILIK PASCA AL-SHIRAZI, PTTA	02/01/2020
2019	SHARING SESSION WOMEN RESEARCHERS: CHALLENGES AND SUCCESS UTHM / GOBOOK COFFEE CORNER, ARAS 1, PTTA	09/12/2019
2019	SESI PERKONGSIAN PROGRAM/PROJEK SIFULAN LAIN-LAIN / BILIK MESY ARAS 2 BLOK A4	07/10/2019
2019	PERKONGSIAN MAKLUMAT BIL.3/2019 : KOLESTROL FAKTA @ MITOS UTHM / UTHM	25/09/2019
2019	KURSUS PERANCANGAN, PENGURUSAN DAN PEMIKIRAN STRATEGIK UTHM / BILIK LESTARI 2 PTTA	10/09/2019 - 11/09/2019
2019	BENGKEL PERSEDIAAN PRA SASARAN KERJA TAHUNAN UNIVERSITI (SKTU) 2020 UTHM BAGI KLUSTER 2 (PENYELIDIKAN DAN INOVASI) UTHM / UTHM	28/08/2019
2019	KURSUS LATIHAN PLATFORM BARU MOOC DAN AUTHOR UTHM UTHM / UTHM	19/08/2019
2019	BENGKEL PEMBENTANGAN PENILAIAN 1&2 DAN PROGRES RESEARCH PELAJAR PENYELIDIKAN SEM II SESI 2018/2019 UTHM / UTHM	10/07/2019
2019	KURSUS VIDEO EDITING USING COMPUTER UTHM / UTHM	11/04/2019
2019	BENGKEL TRAINING OF TRAINERS (TOT) UTHM / UTHM	07/04/2019
2019	KURSUS PENGUKUHAN AKRAB UTHM 2019 UTHM / UTHM	07/04/2019 - 08/04/2019
2019	BENGKEL SEMAKAN DAN PEMURNIAN "BUSINESS REQUIREMENT KPI DASHBOARD" UTHM SIRI 2 UTHM / UTHM	03/04/2019 - 04/04/2019
2019	PROGRAM AKRAB 'OPEN MIC' MAC PEJABAT PENDAFTAR,UTHM / PAGOH	21/03/2019
2019	BENGKEL PENYEDIAAN "BUSINESS REQUIREMENT KPI DASHBOARD" SIRI 1 UTHM / UTHM	13/03/2019 - 14/03/2019
2019	TAKLIMAT KESEDARAN UTHM / PTTA UTHM	30/01/2019
2019	BENGKEL PEMBENTANGAN PENILAIAN 1&2 DAN PROGRESS RESEARCH PELAJAR PENYELIDIKAN SEMESTER 1 SESI 2018/2019 UTHM / FSKTM UTHM	14/01/2019

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