Staff Profile

Full NameDr. NOOR AZAH BINTI SAMSUDIN
FacultyFAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT
DepartmentJABATAN KEJURUTERAAN PERISIAN
Email
Designation DS52 - PENSYARAH KANAN

Field of Expertise

Field Category (KPT) INFORMATION, COMPUTER AND COMMUNICATIONS TECHNOLOGY (ICT)
Field (KPT) Artificial Intelligence
Field of Specialization (KPT) Machine Learning

Areas of Research Interest

1. Classification
2. Feature Selection

Innovation Field of Interest

1. Automated Classification in Multi-Instance Learning Problem

Academic Qualification

YearQualificationInstitution
2014 DOKTOR FALSAFAH TEKNOLOGI MAKLUMAT THE UNIVERSITY OF QUEENSLAND
2001 SARJANA SAINS KOMPUTER UNIVERSITI KEBANGSAAN MALAYSIA
1996 SARJANA MUDA SAINS KOMPUTER UNIVERSITY OF MISSOURI, COLUMBIA

Professional Appointments

DS52 - Pensyarah Kanan

Management Experience

DateDescription
01/12/2017 - 30/11/2022 Penyelidik Kanan
Institut Kejuruteraan Integrasi, Pusat Kecemerlangan Technical and Vocational Education Training (TVET)
01/05/2004 - 30/04/2006 Ketua Makmal
Fakulti Sains Komputer dan Teknologi Maklumat, Jabatan Sistem Maklumat

Teaching Experience

YearDescriptionLevel
2017 Data Structure [BIC 10404], Session 20162017 Object-Oriented Software Development [CIE10103], Session 20162017 University
2015 Data Structure and Algorithms, Sem II, 2014/2015 University
2015 Java Programming, Sem II, 2014/2015 University
2014 Computer Ethics, Sem 3, 2014 University
2013 Object-oriented Programming University
2013 Data Structure and Algorithms, Semester II, 2013/2014 University
2012 Object-oriented Programming, Sem II, 2012/2013 University
2011 Object-oriented Programming University
2011 Object-oriented Programming, Semester II, 2011-2012 University

Research Grants And Contracts

CodeTitleDesignationEnd Date
K115 MyRIVET - TOWARDS EDUCATION 4.0: THE CONCEPTUAL MODEL FOR IMPLEMENTATION OF TEACHING BASED ON THE UNESCO ICT COMPETENCY FRAMEWORK IN MTUN Ahli 28/02/2021
H099 QUANTUM PARTICLE SWARM OPTIMIZATION ALGORITHM FOR ELMAN RECURRENT NEURAL NETWORK LEARNING Ahli 30/06/2020
H062 Temporal Data Clustering Technique using Personalized Modelling Approach Ahli 28/02/2020
I016 COMPUTER BASED PERFORMANCE ANAYSIS (COMBPMA) Ahli 14/10/2019
U898 Enhancing Quran Translation in Multilanguage using Indexed Referances with Fuzzy Logic Ahli 31/08/2019
U611 A Development Of Advanced data mining techniques to automate systematic literature review application Tajuk Baharu: A Development of Multiview Classification Model Using Data mining Approach For Holy Quran Verses (Translation) Labeling. Tajuk PHD:An ImprovedGroup Based Classifcation Technique For Multiview Classification Of Holy Quran Verses Ketua 30/06/2019
1609 Advanced image analysis approach to improve labeling accuracy in image classification problem Ketua 31/01/2019
C061 Projek Humanoid Malaysia Ahli 31/12/2018
U660 An Extended Supervised Classifier To Improve Accuracy of Tumor Diagnostic Accommodate with Multiple Images Ahli 31/12/2018
1557 A New Blind Linguistic Steganalysis Model based on Stylometric Approach for Higher Accuracy in Stego Text Detection Ahli 31/10/2018
B082 Celik Ibadah Ahli 30/09/2018
U610 Dynamic feature selection to enhanced android malware detection approach Ahli 31/01/2018
U097 A Computer - Based Performance Measurement Analysysis ( CombPMA) for Multi-Large Infrastructure Projects Towards Sustainable Development in Malaysia Ahli 30/09/2017
R045 Extended pattern recognition algorithms to improve class labeling accuracy for group-based classification problem Ketua 31/05/2017
U497 Extended pattern recognition techniques to improve labeling accuracy in document classification problem Ketua 28/02/2017
1236 The New Hybrid Cuckoo Search Back-Propagation Neural Networks (SCBP) Algorithm for Predicting Noise-Induced Hearing Loss (NIHL) in TNB Workers Ahli 30/09/2016
U240 Development And Validation Of Assessment Rubrics For Computer Programming Courses Ahli 31/01/2016
1030 A New Computational Frame Work To Detect Dominant Disease Genes Using A New Machine Learning Approach Ahli 30/09/2013

Publications

Book
Nureize Arbaiy, Noor Azah Samsudin, Yana Mazwin Mohmad Hassim
(2019) Computational Intelligence Applications Series 2, UTHM , 1, ISBN:9789672306047
Nureize Arbaiy, Noor Azah Samsudin, Yana Mazwin Mohmad Hassim
(2017) Computational Intelligence Applications Series 1, UTHM , 1, ISBN:9789672110606
Nureize Arbaiy, Noor Azah Samsudin, Yana Mazwin Mohmad Hassim
(2017) Computational Intelligence Applications Series 1 , UTHM , 1, ISBN:9789672110606
Book Chapters
Nazri Mohd Nawi, Siti Khatijah Masri, Noor Azah Samsudin,M.Z. Rehman & Mohd Firdaus Ab Aziz
(2017) An Enhancement On Back Propagation Algorithm Using Momentum Variation For Classification Problems , Computational Intelligence Applications Series 1 , UTHM , 1, ISBN: 9789672110606
NAZRI MOHD NAWI, SITI KHATIJAH MASRI, NOOR AZAH SAMSUDIN, M. Z. REHMAN, MOHD FIRDAUS AZIZ
(2017) An Enhancement On Back Propagation Algorithm Using Momentum Variation For Classification Problems, Computational Intelligence Applications Series 1, UTHM , 1, ISBN:976-967-2110-60-6
Nazri Mohd Nazwi, Nur Zafirah Mohd Naim, Noor Azah Samsudin, Mohd Amin Mohd Yunos
(2017) E-Pembelajaran Rngkaian Neural Bagi Masalah Penghampiran Fungsi, Aplikasi Sistem Pintar Siri 1, UTHM , 98, ISBN:9789672110729
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
Nazri Mohd Nawi, Mohd Afif Mohd Ali, Noor Azah Samsudin, Mohd Amin Mohd Yunus
(2017) Pengkelasan Kategori Diabetes Menggunakan Pendekatan Rangkaian Neural, Aplikasi Sistem Pintar Siri 1, UTHM , 86, ISBN:9789672110729
Nazri Mohd Nawi, Sharifah Hasnadia Sareh Hassan, Noor Azah Samsudin, Mohd Amin Mohd Yunus
(2017) Pengkelasan Simptom Penyakit Buah Pinggang Menggunakan Pendekatan Rangkaian Neural, Aplikasi Sistem Pintar Siri 1, UTHM , 112, ISBN:9789672110729
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
Noor Azah Samsudin
(2016) A Review Of Group Based Classification Problem, Decision Making And Optimization In Recent Ict Applications, UTHM , 1, ISBN:978-967-0764-67-2
General Publications
Nabihah Ahmad
(2017) Modul Permulaan Graduan, UTHM , 1, ISBN:-
Journal
Mazniha Berahim , Noor Azah Samsudin, Shelena Soosay Nathan
(2018) A Review: Supervised Technique For Automated Disease Diagnostic Using Medical Image, JOURNAL OF ENGINEERING AND APPLIED SCIENCES, Medwell Journals , 8, 3152, ISSN:1816949X
Noor Azah Samsudin, Muhammad Syariff Aripin, Shamsul Kamal Ahmad Khalid, Nor Amirul Amri Nordin
(2018) A Simulation Of Energy Recycling Concept In Automotive Application Using Hybrid Approach, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, Institute of Advanced Engineering and Science (IAES) , 10, 412, ISSN:25024752
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
Riswan Efendi, Noor Azah Samsudin, Mustafa Mat Deris, Yip Guan Ting
(2018) Flu Diagnosis System Using Jaccard Index And Rough Set Approaches, JOURNAL OF PHYSICS, IOP Publishing , 4, 1, ISSN:17426596
Shamsul Kamal Ahmad Khalid, Noor Azah Samsudin, Nor Amriul Nordin, Muhammad Syariff Aripin
(2018) Laptop Cooling Pad Temperature Monitoring System, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, Institute of Advanced Engineering and Science (IAES) , 10, 420, ISSN:25024752
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
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
Nazri Mohd Nawi, Noorhamreeza Abdul Hamid , Noor Azah Samsudin , Zawati Harun , Mohd Firdaus Ab Aziz , Azizul Azhar Ramli
(2017) Cause And Effect Prediction In Manufacturing Process Using An Improved Neural Networks, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY, INSIGHT - Indonesian Society for Knowledge and Human Development , 4, 2027, ISSN:20885334
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
Wareesa Sharif; Noor Azah Samsudin; Mustafa Mat Deris; Muhammad Aaamir
(2017) Improved Relative Discriminative Criterion Feature Ranking Technique For Text Classification , INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE, CESER Publications , 10, 61, ISSN:0974-0635
Nazri Mohd Nawi, Noorhamreeza Abdul Hamid, Noor Azah Samsudin, Mohd Amin Mohd Yunus, Mohamad Firdaus Ab. Aziz
(2017) Second Order Learning Algorithm For Back Propagation Neural Networks, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY, INSIGHT , 10, 1162, ISSN:20885334
Nawi N.M., Hussein A.S., Samsudin N.A., Hamid N.A., Yunus M.A.M., Aziz M.F.A.
(2017) The Effect Of Pre-Processing Techniques And Optimal Parameters Selection On Back Propagation Neural Networks, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY, Insight Society , 1, 770, ISSN:20885334
Shamsul Kamal Ahmad Khalid, Nurul Syahadah Mohd Salleh, Noor Azah Samsudin
(2016) A Bus Tracking Information System Using Consumer Grade Gps: A Case Study, JOURNAL OF TELECOMMUNICATION, ELECTRONIC AND COMPUTER ENGINEERING, UTEM , 5, 47, ISSN:21801843
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
Noor A. Samsudin; Andrew P. Bradley
(2010) Nearest Neighbour Group-Based Classification, PATTERN RECOGNITION, Elsevier , 5, 3458, ISSN:0031-3203
Prosiding / Seminar
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
MAZNIHA BERAHIM, NOOR AZAH SHAMSUDIN, SHELENA SOOSAY NATHAN
(2018) A Review: Image Analysis Techniques To Improve Labeling Accuracy Of Medical Image Classification, SPRINGER VERLAG , 298, ISBN:9783319725499
SITI NORASHIKIN TAUFIK, AIDA MUSTAPHA, NOOR AZAH SAMSUDIN, MOHD HELMY ABD WAHAB
(2018) Monowalk: A Travelling Companion, UNIMAP , 012083, ISBN:17426588
MAZNIHA BERAHIM, NOOR AZAH SHAMSUDIN, SHELENA SOOSAY NATHAN
(2018) Proposed Framework: Group-Based Image Analysis To Enhance Accuracy Of Image Classification For Tumor Diagnostic, IEEE , 507, ISBN:9781509058662
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
Kasim, S. , Azahar, U.A. , Samsudin, N.A. , Fudzee, M.F.M. , Mahdin, H. , Ramli, A.A. , Suparjoh, S.
(2017) E-Code Checker Application, Springer Verlag , 570, ISBN:978-331951279-2
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
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
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
Noor Azah Samsudin, Aida Mustapha, NureizeArbaiy Isredza Rahmi A Hamid
(2015) Group-Based Nearest Neighbour In Cervical Cancer Screening, ARPN Journal of Engineering and Applied Sciences , ISBN:1111111111
NOOR AZAH SAMSUDIN
(2014) Extended Naive Bayes For Group-Based Classification, Lecture Notes, Springer
Noor Azah Binti Samsudin
(2011) A Customizable Wireless Food Ordering System With Real-Time Customer Feedback, IEEE Xplore
Noor Azah Binti Samsudin
(2011) Procedure Automation With Immediate User Notification: A Case Study, IEEE Xplore

Consultancies

YearDescriptionLevel
2017 Visiting Lecturer, University Telkom, Bandung 2017 Deliver lectures on Object-oriented Programming using Java and Public Lecture on Group-based Classification International
2015 Examination Panel for Matriculation Programme, Ministry of Education, 2015 National
2014 Examination Panel for Matriculation Programme, Ministry of Education, 2014 National

Supervision

YearDescriptionRole
2017 Reviewer for International Conference on Soft Computing and Data Mining, 2017 Reviewer for International Conference on Quranic Informatics and Innovation (QUINN,2107) Referee
2017 Supervisor for Adeleke Abdullahi, Master, UTHM, 2017 Supervisor for Mazniha Berahim, PhD, UTHM, 2017 Supervisor for Wareesa Shariff, PhD, UTHM, 2017 Supervisor for Dede Rohidin, PhD, UTHM, 2017 Supervisor
2017 Examiner for Computer Science Subject, Matriculation Programme, Ministry of Education (2017) Examiner
2015 Supervisor for Wareesa, PhD, UTHM 2015 Supervisor
2015 Supervisor for Final Year Project, 8 Undergraduate Students (Bachelor of IT), 2015 Supervisor
2014 Supervisor for Final Year Project, 10 Undergraduate Students (Bachelor of IT), 2014 Supervisor

Extension & Public Services

YearDescriptionLevel
2017 Facilitator for Starting School Programme, 2014-2017 University
2015 Invited Speaker for Pre-University Programme at SMK Dato' Sulaiman, Pt Sulong 2015. Government
2014 Trainer and Facilitator for Starting School Programme, UTHM Orientation Week, 2014 - 2015 University

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